# Segment: Mid-market

# Finance AI Recommendation Index, run edition-2026-10

342 prompts, 14 models, 24,542 raw judge labels, 24,676 scored labels after normalization. Published weights: first choice +3, alternative +2, mention +1, soft negative -2, hard negative -3.

Scored under vendor alias table version 2026-10.7. Raw judge labels are the permanent record; the numbers below are derived from them and are regenerated for every run whenever the alias table changes, so the whole series is always scored under one table version. Resolution of raw names: 21,002 by alias or canonical name, 2102 by category-scoped alias, 309 from combined answers split into their products, 103 from combined answers counted once for their first product, 11 excluded by rule, 1115 unresolved and counted under the raw name.

## Paraphrase stability

Share of categories where a model's first choice set on the direct prompt equals its set on the paraphrase.

| Model | Same | Different | Stability |
|---|---|---|---|
| Claude Haiku 4.5 | 7 | 50 | 12% |
| GPT-5.4 mini | 14 | 43 | 25% |
| Gemini 3.5 Flash | 20 | 37 | 35% |
| Perplexity Sonar | 16 | 41 | 28% |
| Grok 4.1 Fast | 16 | 41 | 28% |
| Mistral Small | 6 | 51 | 11% |
| DeepSeek V4 Flash | 13 | 44 | 23% |
| Llama 4 Maverick | 4 | 44 | 8% |
| Qwen 3.7 Flash | 6 | 51 | 11% |
| Kimi K2 | 11 | 46 | 19% |
| GLM 4.7 FlashX | 14 | 43 | 25% |
| MiniMax M2.5 | 6 | 51 | 11% |
| GPT-6 Luna | 22 | 35 | 39% |
| Muse Glimmer 30B | 12 | 45 | 21% |

A looser measure, whether a direct first choice survives as a first choice or alternative on the paraphrase, is in the appendix.

## Standing by category

First choice share across the direct, paraphrase, budget and scale prompts and all 14 models. The top product's share is published alongside the label: contested means the top share is at or below 40%, and a category just above the line is not meaningfully different from one just below it. Consensus means every model's direct-prompt first choice is the same single product.

| Category | Top product | Top share | First choices | Status |
|---|---|---|---|---|
| account-reconciliation | FloQast | 33% | 52 | contested |
| accounting-software | Sage Intacct | 44% | 57 | clear leader |
| accounts-payable-automation | Stampli | 22% | 59 | contested |
| accounts-receivable-automation | Upflow | 17% | 52 | contested |
| ai-accounting-assistants | Sage Intacct | 22% | 46 | contested |
| aml-and-transaction-monitoring | ComplyAdvantage | 33% | 52 | contested |
| b2b-bnpl-and-net-terms | Resolve Pay | 56% | 43 | clear leader |
| b2b-credit-management | Chaser | 16% | 49 | contested |
| b2b-payment-acceptance | Versapay | 19% | 47 | contested |
| board-and-investor-reporting | OnBoard | 26% | 54 | contested |
| board-portals | OnBoard | 49% | 51 | clear leader |
| business-banking | Mercury | 23% | 52 | contested |
| business-bill-pay | BILL | 32% | 53 | contested |
| cap-table-management | Carta | 33% | 51 | contested |
| cash-application | Versapay | 9% | 47 | contested |
| cash-flow-forecasting | Agicap | 13% | 52 | contested |
| chargeback-management | Chargeflow | 24% | 50 | contested |
| contractor-payments | Tipalti | 22% | 50 | contested |
| corporate-cards | Ramp | 52% | 58 | clear leader |
| corporate-performance-management | Planful | 22% | 60 | contested |
| corporate-tax-provision | Thomson Reuters ONESOURCE Tax Provision | 21% | 53 | contested |
| corporate-travel-management | Navan | 53% | 59 | clear leader |
| cross-border-payments-and-fx | Wise Business | 39% | 51 | contested |
| crypto-accounting | Bitwave | 27% | 56 | contested |
| ecommerce-fraud-prevention | SEON | 16% | 51 | contested |
| embedded-payments-platforms | Stripe Connect | 53% | 51 | clear leader |
| entity-management | Athennian | 41% | 49 | clear leader |
| erp-systems | Oracle NetSuite | 39% | 51 | contested |
| esg-and-carbon-reporting | Greenly | 36% | 59 | contested |
| expense-management | Ramp | 35% | 52 | contested |
| financial-close-management | FloQast | 55% | 55 | clear leader |
| financial-consolidation | Prophix | 24% | 55 | contested |
| financial-modeling-and-scenario-planning | Microsoft Excel | 14% | 66 | contested |
| financial-reporting-and-dashboards | Sage Intacct | 33% | 54 | contested |
| fixed-asset-accounting | Sage Fixed Assets | 34% | 47 | contested |
| fpa-platforms | Planful | 20% | 54 | contested |
| global-e-invoicing-compliance | Avalara E-Invoicing | 25% | 52 | contested |
| internal-controls-and-sox | FloQast | 25% | 51 | contested |
| invoicing-software | Zoho Invoice | 24% | 50 | contested |
| lease-accounting | FinQuery | 29% | 52 | contested |
| merchants-of-record | Paddle | 28% | 58 | contested |
| payment-orchestration-platforms | BlueSnap | 18% | 49 | contested |
| procure-to-pay | Procurify | 42% | 59 | clear leader |
| professional-services-automation | BigTime | 29% | 52 | contested |
| rebate-management | Enable | 52% | 44 | clear leader |
| revenue-recognition | Maxio | 20% | 50 | contested |
| saas-metrics-and-analytics | ChartMogul | 49% | 49 | clear leader |
| sales-tax-automation | Avalara AvaTax | 32% | 53 | contested |
| sec-and-disclosure-reporting | Workiva | 32% | 63 | contested |
| spend-management-platforms | Ramp | 44% | 54 | clear leader |
| stablecoin-platforms | BVNK | 23% | 56 | contested |
| strategic-sourcing | oboloo | 15% | 52 | contested |
| supplier-management | Procurify | 14% | 57 | contested |
| telecom-expense-management | Genuity | 19% | 48 | contested |
| transfer-pricing | TPGenie | 30% | 53 | contested |
| treasury-management-systems | Trovata | 28% | 53 | contested |
| virtual-data-rooms | iDeals | 25% | 63 | contested |

**account-reconciliation**: FloQast 33%, Trintech Adra 12%, Numeric 10%, Zoho Books 10%, QuickBooks Online 8%

**accounting-software**: Sage Intacct 44%, Oracle NetSuite 21%, Wave 19%, Zoho Books 11%, FreshBooks 2%

**accounts-payable-automation**: Ramp 22%, Stampli 22%, BILL Accounts Payable 20%, Tipalti 10%, AvidXchange 5%

**accounts-receivable-automation**: Upflow 17%, Zoho Books 13%, Billtrust 10%, Versapay 10%, Quadient AR 8%

**ai-accounting-assistants**: Sage Intacct 22%, Rillet 11%, Zoho Books 11%, Vic.ai 9%, Wave 9%

**aml-and-transaction-monitoring**: ComplyAdvantage 33%, Flagright 13%, Sanction Scanner 13%, ComplyCube 6%, Unit21 6%

**b2b-bnpl-and-net-terms**: Resolve Pay 56%, Credit Key 14%, Billie 5%, Slope 5%, Affirm through QuickBooks Payments 2%

**b2b-credit-management**: Chaser 16%, Tesorio 14%, Gaviti 12%, Paidnice 10%, Satago 8%

**b2b-payment-acceptance**: Versapay 19%, Helcim 15%, EBizCharge 11%, Nickel 11%, BILL Accounts Receivable 6%

**board-and-investor-reporting**: OnBoard 26%, Boardable 13%, Visible 13%, BoardPro 9%, AppDeck Board Portal 6%

**board-portals**: OnBoard 49%, Boardable 20%, BoardPro 6%, BoardSpace 6%, Aprio Board Portal 4%

**business-banking**: Mercury 23%, Rho 12%, Bluevine 10%, Novo 10%, Chase Business Banking 8%

**business-bill-pay**: BILL 32%, Ramp 21%, Melio 13%, AvidXchange 11%, Tipalti 6%

**cap-table-management**: Carta 33%, Pulley 18%, Cake Equity 12%, Eqvista 12%, Qapita 12%

**cash-application**: BILL 9%, HighRadius 9%, QuickBooks Payments 9%, Upflow 9%, Versapay 9%

**cash-flow-forecasting**: Agicap 13%, Cash Flow Frog 8%, Chaser 8%, Float 8%, Cube 6%

**chargeback-management**: Chargeflow 24%, Gaviti 12%, Disputifier 10%, Midigator 10%, ChargeMate 6%

**contractor-payments**: Tipalti 22%, Deel 20%, Gusto 8%, Rippling 8%, Square Payroll 8%

**corporate-cards**: Ramp 52%, BILL Spend & Expense 19%, Brex 12%, Corpay 7%, Airbase 3%

**corporate-performance-management**: Planful 22%, Prophix 17%, Vena 15%, Workday Adaptive Planning 10%, Cube 8%

**corporate-tax-provision**: Thomson Reuters ONESOURCE Tax Provision 21%, Bloomberg Tax Provision 19%, TaxAct Business 13%, Thomson Reuters ONESOURCE Income Tax 9%, Exactera Tax Provision 4%

**corporate-travel-management**: Navan 53%, TravelPerk 19%, Booking.com for Business 14%, Ramp 5%, Engine 3%

**cross-border-payments-and-fx**: Wise Business 39%, Airwallex 20%, Tipalti 12%, FXGuard 8%, iBanFirst 6%

**crypto-accounting**: Bitwave 27%, Breezing 14%, Cryptoworth 14%, Koinly 11%, Cryptio 9%

**ecommerce-fraud-prevention**: Eftsure 16%, SEON 16%, Stripe Radar 14%, NoFraud 8%, Signifyd 8%

**embedded-payments-platforms**: Stripe Connect 53%, Finix 14%, Exact Payments 6%, EBizCharge 4%, Rainforest 4%

**entity-management**: Athennian 41%, ContractZen 8%, Diligent Entities 8%, EntityFlo 6%, EntityKeeper 6%

**erp-systems**: Oracle NetSuite 39%, Odoo 22%, ERPNext 16%, Sage Intacct 10%, Microsoft Dynamics 365 Business Central 4%

**esg-and-carbon-reporting**: Greenly 36%, Sweep 10%, Coolset 7%, Persefoni 5%, Aclymate 3%

**expense-management**: Ramp 35%, Zoho Expense 21%, Expensify 10%, Airbase 6%, BILL Spend & Expense 6%

**financial-close-management**: FloQast 55%, Numeric 15%, Easy Month End 7%, Financial Cents 4%, Prophix 4%

**financial-consolidation**: Prophix 24%, Sage Intacct 16%, Joiin 13%, Planful 13%, Oracle NetSuite 9%

**financial-modeling-and-scenario-planning**: Microsoft Excel 14%, Cube 12%, Vena 12%, Datarails 11%, Google Sheets 9%

**financial-reporting-and-dashboards**: Sage Intacct 33%, Wave 17%, Zoho Books 9%, Microsoft Power BI 7%, Abacum 4%

**fixed-asset-accounting**: Sage Fixed Assets 34%, AssetTiger 13%, Sage Intacct 11%, Fixed Asset Pro 9%, AssetAccountant 6%

**fpa-platforms**: Planful 20%, Fathom 15%, Vena 13%, Abacum 7%, Cube 7%

**global-e-invoicing-compliance**: Avalara E-Invoicing 25%, Sovos Compliance Network 17%, Pagero 13%, Zoho Invoice 8%, B2Brouter 4%

**internal-controls-and-sox**: FloQast 25%, AuditBoard 12%, ControlHatch 6%, Mitti 6%, Onspring 6%

**invoicing-software**: Zoho Invoice 24%, BILL 16%, QuickBooks 14%, Wave 14%, Invoiced 10%

**lease-accounting**: FinQuery 29%, EZLease 10%, iLeasePro 10%, Cradle 8%, LeaseAccounting.app 6%

**merchants-of-record**: Paddle 28%, Cleverbridge 17%, FastSpring 14%, Lemon Squeezy 12%, Creem 7%

**payment-orchestration-platforms**: BlueSnap 18%, Primer 14%, Spreedly 10%, Adyen 6%, Gr4vy 6%

**procure-to-pay**: Procurify 42%, Precoro 19%, Ramp 12%, Tradogram 5%, Coupa 3%

**professional-services-automation**: BigTime 29%, Kantata 25%, Productive 12%, Rocketlane 6%, Teamwork.com 6%

**rebate-management**: Enable 52%, e-bate 16%, Voucherify 9%, incentX 9%, Flintfox 2%

**revenue-recognition**: Maxio 20%, Sage Intacct Revenue Recognition 14%, LedgerUp 10%, QuickBooks Online 8%, Stripe Revenue Recognition 8%

**saas-metrics-and-analytics**: ChartMogul 49%, ProfitWell Metrics 14%, Maxio Metrics 8%, Databox 6%, Looker Studio 4%

**sales-tax-automation**: Avalara AvaTax 32%, TaxCloud 19%, Taxwire 13%, TaxJar 11%, Anrok 6%

**sec-and-disclosure-reporting**: Workiva 32%, Certent Disclosure Management 22%, DFIN ActiveDisclosure 22%, IRIS CARBON 17%, Certent 3%

**spend-management-platforms**: Ramp 44%, Airbase 17%, BILL Spend & Expense 15%, Payhawk 6%, Fraxion 4%

**stablecoin-platforms**: BVNK 23%, Circle 14%, Eco 9%, Stripe Crypto 9%, Coinremitter 7%

**strategic-sourcing**: oboloo 15%, Precoro 13%, Procurify 13%, Tradogram 13%, Market Dojo 6%

**supplier-management**: Precoro 14%, Procurify 14%, Tradogram 9%, oboloo 9%, Coupa 7%

**telecom-expense-management**: Genuity 19%, Lightyear 12%, vCom Solutions 12%, Mindglobal 10%, Calero 6%

**transfer-pricing**: TPGenie 30%, TPdoc 11%, Commenda 8%, Exactera Transfer Pricing 8%, myTransferPricing 8%

**treasury-management-systems**: Trovata 28%, Agicap 15%, GTreasury 6%, 3Gtms 4%, Kyriba 4%

**virtual-data-rooms**: iDeals 25%, Firmex 16%, Peony Data Room 11%, FirmRoom 10%, Papermark 8%

## Anti-recommendations

Products most often labeled soft or hard negative, with the number of models that did so at least once in the category, and the share of that product's labels in the category that were negative. A high negative share on a product with few labels is a warning; a low share on a product with many labels is salience, not sentiment.

- **account-reconciliation**: BlackLine (10 models; 19 of 46 labels negative), Microsoft Excel (5 models, 3 hard; 5 of 5 labels negative), FloQast (4 models; 4 of 43 labels negative), QuickBooks Online (3 models, 1 hard; 3 of 20 labels negative)
- **accounting-software**: QuickBooks Online (10 models; 17 of 43 labels negative), QuickBooks (9 models, 1 hard; 14 of 22 labels negative), FreshBooks (8 models; 8 of 28 labels negative), Oracle NetSuite (5 models, 1 hard; 5 of 49 labels negative)
- **accounts-payable-automation**: BILL Accounts Payable (10 models, 3 hard; 15 of 61 labels negative), Tipalti (5 models, 3 hard; 5 of 50 labels negative), Ramp (4 models; 4 of 45 labels negative), SAP Concur (4 models; 5 of 13 labels negative)
- **accounts-receivable-automation**: BILL Accounts Receivable (9 models, 1 hard; 12 of 31 labels negative), HighRadius (7 models, 3 hard; 13 of 39 labels negative), Billtrust (4 models, 1 hard; 4 of 38 labels negative), Quadient AR (3 models; 4 of 31 labels negative)
- **ai-accounting-assistants**: ChatGPT (8 models, 8 hard; 8 of 8 labels negative), Claude (6 models, 4 hard; 6 of 6 labels negative), QuickBooks Online (4 models; 6 of 42 labels negative), Bench (3 models, 2 hard; 5 of 8 labels negative)
- **aml-and-transaction-monitoring**: NICE Actimize (8 models, 1 hard; 13 of 28 labels negative), Oracle Mantas (5 models, 1 hard; 5 of 5 labels negative), SAS (5 models, 1 hard; 6 of 11 labels negative), SAS AML (5 models; 5 of 6 labels negative)
- **b2b-bnpl-and-net-terms**: Affirm (8 models, 4 hard; 8 of 11 labels negative), Klarna (8 models, 4 hard; 9 of 12 labels negative), Hokodo (6 models, 6 hard; 7 of 23 labels negative), Afterpay (4 models, 2 hard; 5 of 5 labels negative)
- **b2b-credit-management**: HighRadius Credit Cloud (7 models; 10 of 35 labels negative), Chaser (3 models, 1 hard; 3 of 33 labels negative), CreditRepair.com (2 models, 2 hard; 2 of 2 labels negative), Lexington Law (2 models, 2 hard; 2 of 2 labels negative)
- **b2b-payment-acceptance**: PayPal (7 models, 3 hard; 8 of 20 labels negative), Stripe (7 models, 1 hard; 10 of 49 labels negative), BILL Accounts Receivable (6 models, 2 hard; 7 of 42 labels negative), Melio (3 models, 1 hard; 3 of 21 labels negative)
- **board-and-investor-reporting**: Diligent Boards (11 models; 20 of 40 labels negative), Nasdaq Boardvantage (6 models; 8 of 23 labels negative), BoardEffect (4 models, 1 hard; 4 of 16 labels negative), Dropbox (3 models, 3 hard; 3 of 3 labels negative)
- **board-portals**: Diligent Boards (10 models, 4 hard; 21 of 50 labels negative), Nasdaq Boardvantage (5 models, 1 hard; 8 of 28 labels negative), OnBoard (4 models, 1 hard; 6 of 54 labels negative), Dropbox (3 models, 3 hard; 3 of 3 labels negative)
- **business-banking**: Chase Business Banking (9 models, 4 hard; 12 of 44 labels negative), Bluevine (6 models, 4 hard; 7 of 39 labels negative), Mercury (6 models, 4 hard; 8 of 44 labels negative), Relay (6 models, 4 hard; 7 of 26 labels negative)
- **business-bill-pay**: Doxo (11 models, 11 hard; 11 of 19 labels negative), BILL (8 models, 2 hard; 12 of 57 labels negative), Venmo (4 models, 1 hard; 4 of 4 labels negative), Prism (3 models, 3 hard; 4 of 6 labels negative)
- **cap-table-management**: Pulley (13 models, 19 hard; 26 of 66 labels negative), Carta (13 models, 3 hard; 24 of 74 labels negative), AngelList Stack (10 models, 9 hard; 12 of 21 labels negative), Shareworks (5 models; 7 of 29 labels negative)
- **cash-application**: HighRadius (9 models, 6 hard; 20 of 51 labels negative), Billtrust (8 models, 3 hard; 12 of 42 labels negative), BlackLine Cash Application (8 models, 1 hard; 13 of 29 labels negative), Versapay (5 models, 2 hard; 5 of 35 labels negative)
- **cash-flow-forecasting**: Anaplan (5 models; 7 of 15 labels negative), Float (5 models; 8 of 36 labels negative), Kyriba (5 models; 6 of 22 labels negative), Microsoft Excel (4 models, 3 hard; 5 of 7 labels negative)
- **chargeback-management**: Chargebacks911 (7 models, 5 hard; 10 of 40 labels negative), Chargeflow (6 models, 1 hard; 7 of 50 labels negative), Signifyd (6 models, 1 hard; 7 of 18 labels negative), MyChargeBack (3 models, 3 hard; 3 of 3 labels negative)
- **contractor-payments**: PayPal MassPay (9 models, 4 hard; 14 of 15 labels negative), Venmo (7 models, 4 hard; 8 of 8 labels negative), Deel (7 models, 1 hard; 8 of 52 labels negative), Zelle (6 models, 4 hard; 6 of 7 labels negative)
- **corporate-cards**: Brex (7 models, 1 hard; 9 of 60 labels negative), American Express Corporate Card (6 models, 1 hard; 6 of 20 labels negative), Ramp (5 models; 7 of 64 labels negative), Chase (4 models; 5 of 11 labels negative)
- **corporate-performance-management**: Oracle Fusion Cloud EPM (13 models, 7 hard; 25 of 47 labels negative), Anaplan (11 models, 10 hard; 27 of 49 labels negative), Workday Adaptive Planning (11 models, 3 hard; 15 of 52 labels negative), OneStream (10 models, 4 hard; 19 of 42 labels negative)
- **corporate-tax-provision**: Thomson Reuters ONESOURCE Tax Provision (12 models, 7 hard; 22 of 57 labels negative), Bloomberg Tax Provision (8 models, 4 hard; 10 of 52 labels negative), CSC Corptax (8 models, 4 hard; 11 of 26 labels negative), Longview Tax (7 models, 4 hard; 9 of 31 labels negative)
- **corporate-travel-management**: Navan (8 models, 1 hard; 9 of 67 labels negative), SAP Concur (8 models; 11 of 41 labels negative), Booking.com for Business (7 models, 3 hard; 7 of 28 labels negative), Amex GBT Egencia (6 models, 1 hard; 8 of 35 labels negative)
- **cross-border-payments-and-fx**: PayPal (7 models, 1 hard; 11 of 15 labels negative), Western Union (5 models, 1 hard; 6 of 10 labels negative), Wise Business (5 models, 1 hard; 8 of 69 labels negative), MoneyGram (4 models, 1 hard; 5 of 8 labels negative)
- **crypto-accounting**: Koinly (7 models, 1 hard; 11 of 36 labels negative), Cryptoworth (5 models, 2 hard; 5 of 38 labels negative), Bitwave (5 models, 1 hard; 6 of 45 labels negative), Cryptio (4 models, 1 hard; 5 of 43 labels negative)
- **ecommerce-fraud-prevention**: Forter (8 models; 13 of 33 labels negative), Sift (7 models; 7 of 44 labels negative), Riskified (6 models; 8 of 29 labels negative), Signifyd (6 models; 8 of 43 labels negative)
- **embedded-payments-platforms**: Stripe Connect (9 models, 4 hard; 11 of 67 labels negative), Adyen for Platforms (9 models, 1 hard; 11 of 45 labels negative), Worldpay for Platforms (3 models, 2 hard; 4 of 8 labels negative), Finix (3 models, 1 hard; 3 of 45 labels negative)
- **entity-management**: Diligent Entities (13 models, 6 hard; 26 of 56 labels negative), CSC Entity Management (11 models, 9 hard; 17 of 39 labels negative), Athennian (8 models, 2 hard; 10 of 57 labels negative), Computershare GEMS (6 models, 1 hard; 8 of 11 labels negative)
- **erp-systems**: SAP S/4HANA (10 models, 4 hard; 16 of 35 labels negative), Oracle Fusion Cloud ERP (8 models, 2 hard; 11 of 24 labels negative), Oracle NetSuite (6 models, 2 hard; 6 of 55 labels negative), SAP ECC (4 models, 4 hard; 4 of 4 labels negative)
- **esg-and-carbon-reporting**: Workiva (7 models, 2 hard; 12 of 30 labels negative), Watershed (5 models, 1 hard; 7 of 30 labels negative), IBM Envizi (4 models, 1 hard; 6 of 17 labels negative), MSCI (3 models; 3 of 5 labels negative)
- **expense-management**: Expensify (11 models, 4 hard; 11 of 64 labels negative), SAP Concur (11 models, 3 hard; 20 of 45 labels negative), BILL Spend & Expense (5 models, 1 hard; 5 of 46 labels negative), Brex (4 models, 1 hard; 4 of 34 labels negative)
- **financial-close-management**: BlackLine (11 models, 6 hard; 27 of 56 labels negative), Workiva (7 models, 5 hard; 10 of 30 labels negative), FloQast (7 models, 2 hard; 11 of 57 labels negative), OneStream (4 models, 2 hard; 4 of 16 labels negative)
- **financial-consolidation**: OneStream (7 models, 2 hard; 11 of 37 labels negative), Microsoft Excel (4 models, 1 hard; 4 of 6 labels negative), Sage Intacct (3 models, 2 hard; 4 of 19 labels negative), Oracle Hyperion (3 models, 1 hard; 7 of 8 labels negative)
- **financial-modeling-and-scenario-planning**: Anaplan (10 models, 3 hard; 18 of 24 labels negative), Workday Adaptive Planning (5 models; 6 of 17 labels negative), Microsoft Excel (3 models; 4 of 17 labels negative), Mosaic (2 models, 1 hard; 2 of 12 labels negative)
- **financial-reporting-and-dashboards**: Tableau (6 models; 7 of 29 labels negative), SAP Crystal Reports (5 models, 4 hard; 6 of 8 labels negative), SAP BusinessObjects (4 models, 4 hard; 4 of 4 labels negative), IBM Cognos Analytics (3 models, 3 hard; 3 of 3 labels negative)
- **fixed-asset-accounting**: Sage Fixed Assets (7 models; 9 of 52 labels negative), Fixed Asset Pro (6 models, 1 hard; 6 of 21 labels negative), Oracle NetSuite (5 models, 1 hard; 5 of 16 labels negative), Asset Panda (4 models, 2 hard; 5 of 28 labels negative)
- **fpa-platforms**: Anaplan (13 models, 10 hard; 26 of 53 labels negative), Workday Adaptive Planning (12 models, 6 hard; 16 of 41 labels negative), Pigment (11 models, 5 hard; 11 of 35 labels negative), Planful (10 models, 4 hard; 11 of 60 labels negative)
- **global-e-invoicing-compliance**: Invoicely (5 models, 4 hard; 5 of 5 labels negative), Basware (4 models, 1 hard; 4 of 23 labels negative), Sovos Compliance Network (4 models, 1 hard; 4 of 36 labels negative), Fakturownia (3 models, 2 hard; 3 of 3 labels negative)
- **internal-controls-and-sox**: Workiva (9 models, 3 hard; 11 of 42 labels negative), AuditBoard (7 models, 2 hard; 8 of 33 labels negative), MetricStream (5 models, 2 hard; 5 of 18 labels negative), Microsoft Excel (4 models, 2 hard; 4 of 5 labels negative)
- **invoicing-software**: Invoicely (7 models, 7 hard; 7 of 8 labels negative), Wave (7 models, 3 hard; 10 of 37 labels negative), QuickBooks (6 models, 2 hard; 9 of 45 labels negative), FreshBooks (5 models, 1 hard; 6 of 34 labels negative)
- **lease-accounting**: FinQuery (8 models, 2 hard; 11 of 56 labels negative), Visual Lease (6 models, 2 hard; 6 of 36 labels negative), Nakisa Lease Administration (4 models; 5 of 13 labels negative), Spreadsheets (3 models, 3 hard; 3 of 3 labels negative)
- **merchants-of-record**: Gumroad (9 models, 3 hard; 11 of 22 labels negative), Paddle (8 models, 1 hard; 11 of 65 labels negative), Lemon Squeezy (6 models, 1 hard; 8 of 35 labels negative), Digital River (5 models, 7 hard; 7 of 11 labels negative)
- **payment-orchestration-platforms**: Spreedly (5 models; 6 of 50 labels negative), Gr4vy (3 models; 3 of 28 labels negative), Orchestrapay (3 models; 3 of 3 labels negative), Adyen (2 models, 1 hard; 2 of 20 labels negative)
- **procure-to-pay**: SAP Ariba (13 models, 2 hard; 26 of 46 labels negative), Coupa (13 models, 1 hard; 25 of 50 labels negative), Jaggaer (5 models; 5 of 20 labels negative), Global Sources (4 models, 2 hard; 4 of 5 labels negative)
- **professional-services-automation**: Kantata (7 models; 7 of 52 labels negative), ConnectWise PSA (6 models, 2 hard; 6 of 14 labels negative), Autotask PSA (5 models, 2 hard; 5 of 6 labels negative), Certinia Professional Services Cloud (5 models, 1 hard; 5 of 29 labels negative)
- **rebate-management**: Vistex (10 models, 3 hard; 22 of 45 labels negative), Enable (10 models, 2 hard; 14 of 57 labels negative), Vendavo (8 models, 1 hard; 12 of 28 labels negative), Pricefx (7 models, 1 hard; 12 of 34 labels negative)
- **revenue-recognition**: QuickBooks Online (7 models, 3 hard; 7 of 17 labels negative), Zuora Revenue (7 models, 3 hard; 11 of 38 labels negative), Oracle NetSuite (6 models, 2 hard; 6 of 13 labels negative), Stripe Revenue Recognition (6 models; 6 of 19 labels negative)
- **saas-metrics-and-analytics**: ProfitWell Metrics (10 models, 3 hard; 12 of 42 labels negative), Baremetrics (9 models, 3 hard; 11 of 49 labels negative), Tableau (8 models, 5 hard; 10 of 16 labels negative), Google Analytics (8 models, 4 hard; 8 of 10 labels negative)
- **sales-tax-automation**: Avalara AvaTax (12 models, 5 hard; 19 of 64 labels negative), TaxJar (9 models, 2 hard; 15 of 62 labels negative), Vertex (5 models, 2 hard; 8 of 45 labels negative), Stripe Tax (4 models; 4 of 28 labels negative)
- **sec-and-disclosure-reporting**: Workiva (12 models, 1 hard; 18 of 77 labels negative), EDGAR (2 models, 1 hard; 2 of 3 labels negative), DFIN ActiveDisclosure (2 models; 2 of 64 labels negative), CCH Tagetik (1 model, 1 hard; 1 of 2 labels negative)
- **spend-management-platforms**: BILL Spend & Expense (8 models, 3 hard; 8 of 49 labels negative), Coupa (8 models, 2 hard; 10 of 32 labels negative), Ramp (8 models, 1 hard; 8 of 66 labels negative), SAP Concur (7 models, 5 hard; 10 of 18 labels negative)
- **stablecoin-platforms**: TerraUSD (8 models, 8 hard; 8 of 8 labels negative), Tether (7 models, 2 hard; 8 of 15 labels negative), BitPay (4 models; 5 of 11 labels negative), TUSD (3 models, 2 hard; 3 of 5 labels negative)
- **strategic-sourcing**: SAP Ariba (9 models, 5 hard; 22 of 32 labels negative), Coupa (8 models, 2 hard; 14 of 30 labels negative), Alibaba (4 models; 4 of 4 labels negative), GEP SMART (3 models, 1 hard; 3 of 14 labels negative)
- **supplier-management**: SAP Ariba (11 models, 8 hard; 24 of 42 labels negative), Coupa (10 models, 6 hard; 16 of 45 labels negative), Jaggaer (5 models, 2 hard; 5 of 17 labels negative), Precoro (4 models; 4 of 39 labels negative)
- **telecom-expense-management**: Tangoe One Telecom (11 models, 6 hard; 24 of 45 labels negative), Calero (11 models, 2 hard; 18 of 46 labels negative), Sakon (6 models, 1 hard; 11 of 32 labels negative), Brightfin (4 models, 1 hard; 4 of 25 labels negative)
- **transfer-pricing**: Exactera Transfer Pricing (7 models, 1 hard; 7 of 26 labels negative), Thomson Reuters ONESOURCE (5 models, 1 hard; 7 of 14 labels negative), Commenda (5 models; 5 of 24 labels negative), Aibidia (4 models; 5 of 33 labels negative)
- **treasury-management-systems**: Kyriba (12 models, 5 hard; 23 of 53 labels negative), SAP Treasury and Risk Management (9 models, 3 hard; 15 of 28 labels negative), GTreasury (7 models, 2 hard; 9 of 26 labels negative), ION Treasury (5 models, 2 hard; 7 of 23 labels negative)
- **virtual-data-rooms**: Datasite Diligence (9 models, 5 hard; 25 of 53 labels negative), Intralinks (7 models, 7 hard; 20 of 39 labels negative), Dropbox (4 models, 5 hard; 6 of 6 labels negative), Google Drive (4 models, 5 hard; 6 of 7 labels negative)

## Leadership and criticism

First-choice share and negative label rate are independent, so every product with at least 10 labels in a category is placed on both axes. Cutoffs: leader at 30% or more of first choices, criticized at 25% or more negative labels. An endorsed leader is recommended and not criticized; a criticized default is recommended while the models list its problems; a criticized challenger is named mostly to be warned against.

| Category | Product | First-choice share | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|
| account-reconciliation | FloQast | 33% | 9% | 43 | endorsed leader |
| account-reconciliation | Trintech Adra | 12% | 0% | 19 | accepted challenger |
| account-reconciliation | Numeric | 10% | 0% | 37 | accepted challenger |
| account-reconciliation | Zoho Books | 10% | 0% | 11 | accepted challenger |
| account-reconciliation | QuickBooks Online | 8% | 15% | 20 | accepted challenger |
| account-reconciliation | Xero | 6% | 10% | 20 | accepted challenger |
| account-reconciliation | Sage Intacct | 4% | 6% | 18 | accepted challenger |
| account-reconciliation | ReconArt | 2% | 0% | 16 | accepted challenger |
| account-reconciliation | HighRadius | 2% | 6% | 17 | accepted challenger |
| account-reconciliation | Trintech | 2% | 25% | 12 | criticized challenger |
| account-reconciliation | BlackLine | 2% | 41% | 46 | criticized challenger |
| account-reconciliation | Prophix One | 0% | 0% | 10 | accepted challenger |
| accounting-software | Sage Intacct | 44% | 5% | 44 | endorsed leader |
| accounting-software | Oracle NetSuite | 21% | 10% | 49 | accepted challenger |
| accounting-software | Wave | 19% | 17% | 30 | accepted challenger |
| accounting-software | Zoho Books | 11% | 7% | 27 | accepted challenger |
| accounting-software | Xero | 2% | 20% | 41 | accepted challenger |
| accounting-software | FreshBooks | 2% | 29% | 28 | criticized challenger |
| accounting-software | Acumatica | 0% | 0% | 14 | accepted challenger |
| accounting-software | Microsoft Dynamics 365 Business Central | 0% | 0% | 20 | accepted challenger |
| accounting-software | QuickBooks Online | 0% | 40% | 43 | criticized challenger |
| accounting-software | QuickBooks | 0% | 64% | 22 | criticized challenger |
| accounts-payable-automation | Stampli | 22% | 5% | 42 | accepted challenger |
| accounts-payable-automation | Ramp | 22% | 9% | 45 | accepted challenger |
| accounts-payable-automation | BILL Accounts Payable | 20% | 25% | 61 | accepted challenger |
| accounts-payable-automation | Tipalti | 10% | 10% | 50 | accepted challenger |
| accounts-payable-automation | Melio | 5% | 5% | 19 | accepted challenger |
| accounts-payable-automation | AvidXchange | 5% | 8% | 37 | accepted challenger |
| accounts-payable-automation | Medius | 3% | 0% | 23 | accepted challenger |
| accounts-payable-automation | Airbase | 2% | 18% | 11 | accepted challenger |
| accounts-payable-automation | Coupa | 0% | 29% | 14 | criticized challenger |
| accounts-payable-automation | SAP Concur | 0% | 38% | 13 | criticized challenger |
| accounts-receivable-automation | Upflow | 17% | 4% | 25 | accepted challenger |
| accounts-receivable-automation | Zoho Books | 13% | 0% | 12 | accepted challenger |
| accounts-receivable-automation | Versapay | 10% | 6% | 35 | accepted challenger |
| accounts-receivable-automation | Billtrust | 10% | 11% | 38 | accepted challenger |
| accounts-receivable-automation | Quadient AR | 8% | 13% | 31 | accepted challenger |
| accounts-receivable-automation | Gaviti | 6% | 11% | 18 | accepted challenger |
| accounts-receivable-automation | HighRadius | 6% | 33% | 39 | criticized challenger |
| accounts-receivable-automation | Tesorio | 2% | 0% | 23 | accepted challenger |
| accounts-receivable-automation | Chaser | 2% | 4% | 27 | accepted challenger |
| accounts-receivable-automation | BILL Accounts Receivable | 2% | 39% | 31 | criticized challenger |
| accounts-receivable-automation | Esker | 0% | 9% | 11 | accepted challenger |
| accounts-receivable-automation | BlackLine Invoice-to-Cash | 0% | 20% | 10 | accepted challenger |
| ai-accounting-assistants | Sage Intacct | 22% | 0% | 24 | accepted challenger |
| ai-accounting-assistants | Rillet | 11% | 6% | 17 | accepted challenger |
| ai-accounting-assistants | Zoho Books | 11% | 8% | 13 | accepted challenger |
| ai-accounting-assistants | Wave | 9% | 0% | 13 | accepted challenger |
| ai-accounting-assistants | Vic.ai | 9% | 7% | 30 | accepted challenger |
| ai-accounting-assistants | Numeric | 7% | 0% | 11 | accepted challenger |
| ai-accounting-assistants | Xero | 4% | 5% | 37 | accepted challenger |
| ai-accounting-assistants | Digits | 4% | 20% | 10 | accepted challenger |
| ai-accounting-assistants | BILL | 2% | 0% | 15 | accepted challenger |
| ai-accounting-assistants | Ramp Accounting Agent | 2% | 6% | 17 | accepted challenger |
| ai-accounting-assistants | Docyt | 2% | 9% | 11 | accepted challenger |
| ai-accounting-assistants | Zeni | 2% | 10% | 10 | accepted challenger |
| ai-accounting-assistants | QuickBooks Online | 2% | 14% | 42 | accepted challenger |
| ai-accounting-assistants | Puzzle | 2% | 15% | 13 | accepted challenger |
| ai-accounting-assistants | Oracle NetSuite | 0% | 6% | 17 | accepted challenger |
| ai-accounting-assistants | Botkeeper | 0% | 10% | 10 | accepted challenger |
| ai-accounting-assistants | Booke AI | 0% | 17% | 12 | accepted challenger |
| aml-and-transaction-monitoring | ComplyAdvantage | 33% | 6% | 48 | endorsed leader |
| aml-and-transaction-monitoring | Flagright | 13% | 0% | 16 | accepted challenger |
| aml-and-transaction-monitoring | Sanction Scanner | 13% | 6% | 17 | accepted challenger |
| aml-and-transaction-monitoring | Unit21 | 6% | 14% | 22 | accepted challenger |
| aml-and-transaction-monitoring | Alessa | 2% | 0% | 17 | accepted challenger |
| aml-and-transaction-monitoring | Ondato | 2% | 0% | 14 | accepted challenger |
| aml-and-transaction-monitoring | Feedzai | 2% | 8% | 13 | accepted challenger |
| aml-and-transaction-monitoring | Sumsub | 0% | 8% | 12 | accepted challenger |
| aml-and-transaction-monitoring | Hawk AI | 0% | 15% | 13 | accepted challenger |
| aml-and-transaction-monitoring | Sardine | 0% | 15% | 13 | accepted challenger |
| aml-and-transaction-monitoring | NICE Actimize | 0% | 46% | 28 | criticized challenger |
| aml-and-transaction-monitoring | Oracle Financial Crime and Compliance Management | 0% | 50% | 12 | criticized challenger |
| aml-and-transaction-monitoring | SAS | 0% | 55% | 11 | criticized challenger |
| b2b-bnpl-and-net-terms | Resolve Pay | 56% | 7% | 55 | endorsed leader |
| b2b-bnpl-and-net-terms | Credit Key | 14% | 0% | 28 | accepted challenger |
| b2b-bnpl-and-net-terms | Slope | 5% | 6% | 17 | accepted challenger |
| b2b-bnpl-and-net-terms | Billie | 5% | 8% | 24 | accepted challenger |
| b2b-bnpl-and-net-terms | Balance | 2% | 0% | 22 | accepted challenger |
| b2b-bnpl-and-net-terms | Mondu | 2% | 3% | 32 | accepted challenger |
| b2b-bnpl-and-net-terms | Fundbox | 2% | 14% | 14 | accepted challenger |
| b2b-bnpl-and-net-terms | Two | 0% | 0% | 14 | accepted challenger |
| b2b-bnpl-and-net-terms | TreviPay | 0% | 9% | 35 | accepted challenger |
| b2b-bnpl-and-net-terms | Hokodo | 0% | 30% | 23 | criticized challenger |
| b2b-bnpl-and-net-terms | Affirm | 0% | 73% | 11 | criticized challenger |
| b2b-bnpl-and-net-terms | Klarna | 0% | 75% | 12 | criticized challenger |
| b2b-credit-management | Chaser | 16% | 9% | 33 | accepted challenger |
| b2b-credit-management | Tesorio | 14% | 0% | 17 | accepted challenger |
| b2b-credit-management | Gaviti | 12% | 0% | 24 | accepted challenger |
| b2b-credit-management | Creditsafe | 4% | 0% | 25 | accepted challenger |
| b2b-credit-management | Nuvo | 4% | 0% | 12 | accepted challenger |
| b2b-credit-management | Bectran | 4% | 0% | 16 | accepted challenger |
| b2b-credit-management | HighRadius Credit Cloud | 2% | 29% | 35 | criticized challenger |
| b2b-credit-management | Esker | 0% | 0% | 16 | accepted challenger |
| b2b-credit-management | Sidetrade | 0% | 0% | 11 | accepted challenger |
| b2b-credit-management | Experian Business Credit Reports | 0% | 10% | 10 | accepted challenger |
| b2b-payment-acceptance | Versapay | 19% | 0% | 17 | accepted challenger |
| b2b-payment-acceptance | Helcim | 15% | 0% | 17 | accepted challenger |
| b2b-payment-acceptance | Billtrust | 6% | 0% | 17 | accepted challenger |
| b2b-payment-acceptance | Melio | 6% | 14% | 21 | accepted challenger |
| b2b-payment-acceptance | BILL Accounts Receivable | 6% | 17% | 42 | accepted challenger |
| b2b-payment-acceptance | Stripe | 6% | 20% | 49 | accepted challenger |
| b2b-payment-acceptance | MineralTree | 4% | 0% | 12 | accepted challenger |
| b2b-payment-acceptance | Tipalti | 2% | 0% | 19 | accepted challenger |
| b2b-payment-acceptance | AvidXchange | 2% | 0% | 17 | accepted challenger |
| b2b-payment-acceptance | HighRadius | 2% | 14% | 21 | accepted challenger |
| b2b-payment-acceptance | Square | 2% | 27% | 11 | criticized challenger |
| b2b-payment-acceptance | Adyen | 0% | 5% | 19 | accepted challenger |
| b2b-payment-acceptance | Wise Business | 0% | 6% | 16 | accepted challenger |
| b2b-payment-acceptance | PayPal | 0% | 40% | 20 | criticized challenger |
| board-and-investor-reporting | OnBoard | 26% | 10% | 39 | accepted challenger |
| board-and-investor-reporting | Boardable | 13% | 5% | 40 | accepted challenger |
| board-and-investor-reporting | BoardPro | 9% | 5% | 21 | accepted challenger |
| board-and-investor-reporting | BoardSpace | 4% | 0% | 10 | accepted challenger |
| board-and-investor-reporting | Board Intelligence | 2% | 0% | 20 | accepted challenger |
| board-and-investor-reporting | Diligent Boards | 2% | 50% | 40 | criticized challenger |
| board-and-investor-reporting | BoardEffect | 0% | 25% | 16 | criticized challenger |
| board-and-investor-reporting | Nasdaq Boardvantage | 0% | 35% | 23 | criticized challenger |
| board-portals | OnBoard | 49% | 11% | 54 | endorsed leader |
| board-portals | Boardable | 20% | 3% | 33 | accepted challenger |
| board-portals | BoardPro | 6% | 6% | 32 | accepted challenger |
| board-portals | Aprio Board Portal | 4% | 0% | 12 | accepted challenger |
| board-portals | AppDeck | 2% | 0% | 10 | accepted challenger |
| board-portals | Govenda | 2% | 0% | 16 | accepted challenger |
| board-portals | BoardEffect | 2% | 10% | 20 | accepted challenger |
| board-portals | Azeus Convene | 2% | 11% | 18 | accepted challenger |
| board-portals | Nasdaq Boardvantage | 2% | 29% | 28 | criticized challenger |
| board-portals | Diligent Boards | 0% | 42% | 50 | criticized challenger |
| business-banking | Mercury | 23% | 18% | 44 | accepted challenger |
| business-banking | Rho | 12% | 0% | 13 | accepted challenger |
| business-banking | Novo | 10% | 5% | 22 | accepted challenger |
| business-banking | Bluevine | 10% | 18% | 39 | accepted challenger |
| business-banking | Chase Business Banking | 8% | 27% | 44 | criticized challenger |
| business-banking | Brex | 4% | 9% | 22 | accepted challenger |
| business-banking | Bank of America | 4% | 19% | 36 | accepted challenger |
| business-banking | Relay | 4% | 27% | 26 | criticized challenger |
| business-banking | Capital One | 2% | 0% | 11 | accepted challenger |
| business-banking | American Express Business Checking | 2% | 0% | 10 | accepted challenger |
| business-banking | U.S. Bank | 2% | 12% | 16 | accepted challenger |
| business-banking | Ramp | 2% | 20% | 10 | accepted challenger |
| business-banking | Wise Business | 0% | 10% | 10 | accepted challenger |
| business-banking | Wells Fargo | 0% | 25% | 24 | criticized challenger |
| business-bill-pay | BILL | 32% | 21% | 57 | endorsed leader |
| business-bill-pay | Ramp | 21% | 2% | 43 | accepted challenger |
| business-bill-pay | Melio | 13% | 10% | 29 | accepted challenger |
| business-bill-pay | AvidXchange | 11% | 0% | 26 | accepted challenger |
| business-bill-pay | Tipalti | 6% | 2% | 40 | accepted challenger |
| business-bill-pay | Stampli | 2% | 0% | 16 | accepted challenger |
| business-bill-pay | QuickBooks Bill Pay | 0% | 10% | 10 | accepted challenger |
| business-bill-pay | Doxo | 0% | 58% | 19 | criticized challenger |
| cap-table-management | Carta | 33% | 32% | 74 | criticized default |
| cap-table-management | Pulley | 18% | 39% | 66 | criticized challenger |
| cap-table-management | Qapita | 12% | 3% | 29 | accepted challenger |
| cap-table-management | Cake Equity | 12% | 12% | 32 | accepted challenger |
| cap-table-management | Eqvista | 12% | 16% | 31 | accepted challenger |
| cap-table-management | Fidelity Private Shares | 2% | 0% | 11 | accepted challenger |
| cap-table-management | Ledgy | 2% | 5% | 39 | accepted challenger |
| cap-table-management | Shareworks | 2% | 24% | 29 | accepted challenger |
| cap-table-management | AngelList Stack | 2% | 57% | 21 | criticized challenger |
| cap-table-management | Capboard | 0% | 0% | 11 | accepted challenger |
| cash-application | Upflow | 9% | 8% | 13 | accepted challenger |
| cash-application | BILL | 9% | 8% | 13 | accepted challenger |
| cash-application | Versapay | 9% | 14% | 35 | accepted challenger |
| cash-application | HighRadius | 9% | 39% | 51 | criticized challenger |
| cash-application | Stuut | 6% | 0% | 18 | accepted challenger |
| cash-application | Kolleno | 6% | 0% | 10 | accepted challenger |
| cash-application | Gaviti | 2% | 17% | 12 | accepted challenger |
| cash-application | Esker | 2% | 23% | 22 | accepted challenger |
| cash-application | Billtrust | 2% | 29% | 42 | criticized challenger |
| cash-application | Quadient Accounts Receivable | 0% | 0% | 21 | accepted challenger |
| cash-application | Tesorio | 0% | 8% | 12 | accepted challenger |
| cash-application | Emagia | 0% | 9% | 11 | accepted challenger |
| cash-application | Serrala | 0% | 14% | 14 | accepted challenger |
| cash-application | BlackLine Cash Application | 0% | 45% | 29 | criticized challenger |
| cash-flow-forecasting | Agicap | 13% | 4% | 25 | accepted challenger |
| cash-flow-forecasting | Chaser | 8% | 0% | 14 | accepted challenger |
| cash-flow-forecasting | Cash Flow Frog | 8% | 10% | 21 | accepted challenger |
| cash-flow-forecasting | Float | 8% | 22% | 36 | accepted challenger |
| cash-flow-forecasting | Tesorio | 6% | 0% | 20 | accepted challenger |
| cash-flow-forecasting | Cube | 6% | 5% | 21 | accepted challenger |
| cash-flow-forecasting | Trovata | 4% | 0% | 14 | accepted challenger |
| cash-flow-forecasting | Kyriba | 4% | 27% | 22 | criticized challenger |
| cash-flow-forecasting | Abacum | 0% | 0% | 11 | accepted challenger |
| cash-flow-forecasting | Jirav | 0% | 0% | 11 | accepted challenger |
| cash-flow-forecasting | HighRadius | 0% | 0% | 17 | accepted challenger |
| cash-flow-forecasting | Vena | 0% | 8% | 13 | accepted challenger |
| cash-flow-forecasting | Planful | 0% | 20% | 10 | accepted challenger |
| cash-flow-forecasting | Fathom | 0% | 21% | 14 | accepted challenger |
| cash-flow-forecasting | Anaplan | 0% | 47% | 15 | criticized challenger |
| chargeback-management | Chargeflow | 24% | 14% | 50 | accepted challenger |
| chargeback-management | Gaviti | 12% | 0% | 14 | accepted challenger |
| chargeback-management | Disputifier | 10% | 8% | 12 | accepted challenger |
| chargeback-management | Midigator | 10% | 12% | 24 | accepted challenger |
| chargeback-management | Chargeblast | 6% | 0% | 12 | accepted challenger |
| chargeback-management | Justt | 6% | 12% | 24 | accepted challenger |
| chargeback-management | HighRadius | 6% | 18% | 11 | accepted challenger |
| chargeback-management | Chargebacks911 | 4% | 25% | 40 | criticized challenger |
| chargeback-management | Verifi | 0% | 17% | 18 | accepted challenger |
| chargeback-management | Kount | 0% | 19% | 16 | accepted challenger |
| chargeback-management | Ethoca | 0% | 23% | 13 | accepted challenger |
| chargeback-management | Signifyd | 0% | 39% | 18 | criticized challenger |
| contractor-payments | Tipalti | 22% | 0% | 29 | accepted challenger |
| contractor-payments | Deel | 20% | 15% | 52 | accepted challenger |
| contractor-payments | Rippling | 8% | 3% | 33 | accepted challenger |
| contractor-payments | Square Payroll | 8% | 9% | 11 | accepted challenger |
| contractor-payments | Gusto | 8% | 12% | 42 | accepted challenger |
| contractor-payments | Wingspan | 6% | 0% | 15 | accepted challenger |
| contractor-payments | QuickBooks Contractor Payments | 6% | 6% | 17 | accepted challenger |
| contractor-payments | Worksuite | 2% | 0% | 11 | accepted challenger |
| contractor-payments | Remote | 2% | 4% | 26 | accepted challenger |
| contractor-payments | BILL | 2% | 17% | 18 | accepted challenger |
| contractor-payments | Payoneer Workforce Management | 0% | 24% | 21 | accepted challenger |
| contractor-payments | Wise Business | 0% | 26% | 23 | criticized challenger |
| contractor-payments | PayPal MassPay | 0% | 93% | 15 | criticized challenger |
| corporate-cards | Ramp | 52% | 11% | 64 | endorsed leader |
| corporate-cards | BILL Spend & Expense | 19% | 4% | 47 | accepted challenger |
| corporate-cards | Brex | 12% | 15% | 60 | accepted challenger |
| corporate-cards | Corpay | 7% | 0% | 11 | accepted challenger |
| corporate-cards | Airbase | 3% | 0% | 14 | accepted challenger |
| corporate-cards | Rippling Spend | 2% | 0% | 10 | accepted challenger |
| corporate-cards | American Express Corporate Card | 0% | 30% | 20 | criticized challenger |
| corporate-cards | Chase | 0% | 45% | 11 | criticized challenger |
| corporate-performance-management | Planful | 22% | 2% | 41 | accepted challenger |
| corporate-performance-management | Prophix | 17% | 3% | 39 | accepted challenger |
| corporate-performance-management | Vena | 15% | 14% | 42 | accepted challenger |
| corporate-performance-management | Workday Adaptive Planning | 10% | 29% | 52 | criticized challenger |
| corporate-performance-management | Cube | 8% | 5% | 21 | accepted challenger |
| corporate-performance-management | Datarails | 7% | 26% | 19 | criticized challenger |
| corporate-performance-management | Jedox | 2% | 0% | 14 | accepted challenger |
| corporate-performance-management | Pigment | 2% | 0% | 11 | accepted challenger |
| corporate-performance-management | IBM Planning Analytics | 0% | 9% | 11 | accepted challenger |
| corporate-performance-management | SAP Analytics Cloud | 0% | 15% | 13 | accepted challenger |
| corporate-performance-management | OneStream | 0% | 45% | 42 | criticized challenger |
| corporate-performance-management | Oracle Fusion Cloud EPM | 0% | 53% | 47 | criticized challenger |
| corporate-performance-management | Anaplan | 0% | 55% | 49 | criticized challenger |
| corporate-performance-management | Oracle Hyperion | 0% | 90% | 10 | criticized challenger |
| corporate-tax-provision | Thomson Reuters ONESOURCE Tax Provision | 21% | 39% | 57 | criticized challenger |
| corporate-tax-provision | Bloomberg Tax Provision | 19% | 19% | 52 | accepted challenger |
| corporate-tax-provision | TaxAct Business | 13% | 0% | 10 | accepted challenger |
| corporate-tax-provision | Vertex | 4% | 10% | 10 | accepted challenger |
| corporate-tax-provision | Longview Tax | 4% | 29% | 31 | criticized challenger |
| corporate-tax-provision | Sovos Tax Provision | 2% | 0% | 16 | accepted challenger |
| corporate-tax-provision | Oracle Tax Reporting | 0% | 9% | 11 | accepted challenger |
| corporate-tax-provision | Avalara | 0% | 27% | 11 | criticized challenger |
| corporate-tax-provision | CSC Corptax | 0% | 42% | 26 | criticized challenger |
| corporate-travel-management | Navan | 53% | 13% | 67 | endorsed leader |
| corporate-travel-management | TravelPerk | 19% | 8% | 60 | accepted challenger |
| corporate-travel-management | Booking.com for Business | 14% | 25% | 28 | criticized challenger |
| corporate-travel-management | Ramp | 5% | 8% | 38 | accepted challenger |
| corporate-travel-management | Engine | 3% | 18% | 11 | accepted challenger |
| corporate-travel-management | Spotnana | 0% | 8% | 12 | accepted challenger |
| corporate-travel-management | BCD Travel | 0% | 15% | 13 | accepted challenger |
| corporate-travel-management | CWT | 0% | 18% | 11 | accepted challenger |
| corporate-travel-management | Brex | 0% | 19% | 21 | accepted challenger |
| corporate-travel-management | American Express Global Business Travel | 0% | 21% | 14 | accepted challenger |
| corporate-travel-management | Amex GBT Egencia | 0% | 23% | 35 | accepted challenger |
| corporate-travel-management | SAP Concur | 0% | 27% | 41 | criticized challenger |
| cross-border-payments-and-fx | Wise Business | 39% | 12% | 69 | endorsed leader |
| cross-border-payments-and-fx | Airwallex | 20% | 4% | 52 | accepted challenger |
| cross-border-payments-and-fx | Tipalti | 12% | 0% | 18 | accepted challenger |
| cross-border-payments-and-fx | Corpay Cross-Border Payments | 4% | 0% | 15 | accepted challenger |
| cross-border-payments-and-fx | OFX | 4% | 0% | 14 | accepted challenger |
| cross-border-payments-and-fx | Payoneer | 2% | 9% | 33 | accepted challenger |
| cross-border-payments-and-fx | Thunes | 0% | 0% | 11 | accepted challenger |
| cross-border-payments-and-fx | Adyen | 0% | 0% | 15 | accepted challenger |
| cross-border-payments-and-fx | Stripe | 0% | 7% | 29 | accepted challenger |
| cross-border-payments-and-fx | Revolut Business | 0% | 18% | 17 | accepted challenger |
| cross-border-payments-and-fx | Remitly | 0% | 30% | 10 | criticized challenger |
| cross-border-payments-and-fx | Western Union | 0% | 60% | 10 | criticized challenger |
| cross-border-payments-and-fx | PayPal | 0% | 73% | 15 | criticized challenger |
| crypto-accounting | Bitwave | 27% | 13% | 45 | accepted challenger |
| crypto-accounting | Breezing | 14% | 0% | 19 | accepted challenger |
| crypto-accounting | Cryptoworth | 14% | 13% | 38 | accepted challenger |
| crypto-accounting | Koinly | 11% | 31% | 36 | criticized challenger |
| crypto-accounting | Cryptio | 9% | 12% | 43 | accepted challenger |
| crypto-accounting | Ledgible | 5% | 8% | 24 | accepted challenger |
| crypto-accounting | SoftLedger | 4% | 8% | 13 | accepted challenger |
| crypto-accounting | CoinLedger | 4% | 14% | 21 | accepted challenger |
| crypto-accounting | TaxBit | 2% | 9% | 11 | accepted challenger |
| crypto-accounting | CoinTracking | 2% | 20% | 10 | accepted challenger |
| crypto-accounting | TRES Finance | 0% | 12% | 25 | accepted challenger |
| crypto-accounting | TokenTax | 0% | 20% | 10 | accepted challenger |
| crypto-accounting | CoinTracker | 0% | 29% | 17 | criticized challenger |
| crypto-accounting | ZenLedger | 0% | 36% | 11 | criticized challenger |
| ecommerce-fraud-prevention | Eftsure | 16% | 0% | 16 | accepted challenger |
| ecommerce-fraud-prevention | SEON | 16% | 12% | 34 | accepted challenger |
| ecommerce-fraud-prevention | Stripe Radar | 14% | 9% | 32 | accepted challenger |
| ecommerce-fraud-prevention | NoFraud | 8% | 13% | 23 | accepted challenger |
| ecommerce-fraud-prevention | Signifyd | 8% | 19% | 43 | accepted challenger |
| ecommerce-fraud-prevention | Sift | 4% | 16% | 44 | accepted challenger |
| ecommerce-fraud-prevention | ClearSale | 2% | 12% | 16 | accepted challenger |
| ecommerce-fraud-prevention | Kount | 0% | 12% | 33 | accepted challenger |
| ecommerce-fraud-prevention | Fingerprint | 0% | 20% | 10 | accepted challenger |
| ecommerce-fraud-prevention | Riskified | 0% | 28% | 29 | criticized challenger |
| ecommerce-fraud-prevention | Forter | 0% | 39% | 33 | criticized challenger |
| embedded-payments-platforms | Stripe Connect | 53% | 16% | 67 | endorsed leader |
| embedded-payments-platforms | Finix | 14% | 7% | 45 | accepted challenger |
| embedded-payments-platforms | Rainforest | 4% | 0% | 12 | accepted challenger |
| embedded-payments-platforms | Tilled | 4% | 0% | 14 | accepted challenger |
| embedded-payments-platforms | Adyen for Platforms | 2% | 24% | 45 | accepted challenger |
| embedded-payments-platforms | Checkout.com | 0% | 9% | 11 | accepted challenger |
| embedded-payments-platforms | Unit | 0% | 10% | 10 | accepted challenger |
| entity-management | Athennian | 41% | 18% | 57 | endorsed leader |
| entity-management | ContractZen | 8% | 9% | 11 | accepted challenger |
| entity-management | Diligent Entities | 8% | 46% | 56 | criticized challenger |
| entity-management | Filejet | 6% | 0% | 17 | accepted challenger |
| entity-management | EntityKeeper | 6% | 10% | 40 | accepted challenger |
| entity-management | Commenda | 4% | 5% | 19 | accepted challenger |
| entity-management | MinuteBox | 4% | 6% | 16 | accepted challenger |
| entity-management | Discern | 2% | 0% | 11 | accepted challenger |
| entity-management | CSC Entity Management | 2% | 44% | 39 | criticized challenger |
| entity-management | CT Corporation Entity Management | 0% | 18% | 11 | accepted challenger |
| entity-management | Computershare GEMS | 0% | 73% | 11 | criticized challenger |
| erp-systems | Oracle NetSuite | 39% | 11% | 55 | endorsed leader |
| erp-systems | Odoo | 22% | 5% | 21 | accepted challenger |
| erp-systems | ERPNext | 16% | 0% | 12 | accepted challenger |
| erp-systems | Sage Intacct | 10% | 3% | 30 | accepted challenger |
| erp-systems | Microsoft Dynamics 365 Business Central | 4% | 6% | 35 | accepted challenger |
| erp-systems | Microsoft Dynamics 365 | 2% | 14% | 22 | accepted challenger |
| erp-systems | SAP Business One | 2% | 21% | 14 | accepted challenger |
| erp-systems | SAP S/4HANA | 2% | 46% | 35 | criticized challenger |
| erp-systems | Oracle Fusion Cloud ERP | 2% | 46% | 24 | criticized challenger |
| erp-systems | Acumatica | 0% | 0% | 43 | accepted challenger |
| erp-systems | Infor CloudSuite | 0% | 10% | 21 | accepted challenger |
| erp-systems | Workday Financial Management | 0% | 10% | 10 | accepted challenger |
| erp-systems | Epicor Kinetic | 0% | 18% | 22 | accepted challenger |
| esg-and-carbon-reporting | Greenly | 36% | 6% | 36 | endorsed leader |
| esg-and-carbon-reporting | Sweep | 10% | 4% | 23 | accepted challenger |
| esg-and-carbon-reporting | Coolset | 7% | 9% | 11 | accepted challenger |
| esg-and-carbon-reporting | Persefoni | 5% | 3% | 30 | accepted challenger |
| esg-and-carbon-reporting | Plan A | 3% | 0% | 11 | accepted challenger |
| esg-and-carbon-reporting | Novisto | 3% | 7% | 14 | accepted challenger |
| esg-and-carbon-reporting | Watershed | 3% | 23% | 30 | accepted challenger |
| esg-and-carbon-reporting | Workiva | 3% | 40% | 30 | criticized challenger |
| esg-and-carbon-reporting | Novata | 2% | 0% | 12 | accepted challenger |
| esg-and-carbon-reporting | Microsoft Cloud for Sustainability | 0% | 8% | 13 | accepted challenger |
| esg-and-carbon-reporting | Normative | 0% | 14% | 14 | accepted challenger |
| esg-and-carbon-reporting | Sphera | 0% | 18% | 11 | accepted challenger |
| esg-and-carbon-reporting | IBM Envizi | 0% | 35% | 17 | criticized challenger |
| expense-management | Ramp | 35% | 8% | 53 | endorsed leader |
| expense-management | Zoho Expense | 21% | 5% | 38 | accepted challenger |
| expense-management | Expensify | 10% | 17% | 64 | accepted challenger |
| expense-management | BILL Spend & Expense | 6% | 11% | 46 | accepted challenger |
| expense-management | Navan | 4% | 7% | 27 | accepted challenger |
| expense-management | Rippling Spend | 4% | 8% | 24 | accepted challenger |
| expense-management | Brex | 4% | 12% | 34 | accepted challenger |
| expense-management | SAP Concur | 4% | 44% | 45 | criticized challenger |
| expense-management | Spendesk | 2% | 0% | 11 | accepted challenger |
| expense-management | Emburse | 0% | 0% | 14 | accepted challenger |
| expense-management | Rydoo | 0% | 30% | 10 | criticized challenger |
| financial-close-management | FloQast | 55% | 19% | 57 | endorsed leader |
| financial-close-management | Numeric | 15% | 7% | 44 | accepted challenger |
| financial-close-management | Prophix | 4% | 0% | 17 | accepted challenger |
| financial-close-management | Trintech | 2% | 14% | 14 | accepted challenger |
| financial-close-management | Workiva | 2% | 33% | 30 | criticized challenger |
| financial-close-management | BlackLine | 2% | 48% | 56 | criticized challenger |
| financial-close-management | Trintech Adra | 0% | 5% | 19 | accepted challenger |
| financial-close-management | OneStream | 0% | 25% | 16 | criticized challenger |
| financial-consolidation | Prophix | 24% | 0% | 34 | accepted challenger |
| financial-consolidation | Sage Intacct | 16% | 21% | 19 | accepted challenger |
| financial-consolidation | Joiin | 13% | 0% | 15 | accepted challenger |
| financial-consolidation | Planful | 13% | 6% | 32 | accepted challenger |
| financial-consolidation | Oracle NetSuite | 9% | 13% | 15 | accepted challenger |
| financial-consolidation | Vena | 2% | 0% | 26 | accepted challenger |
| financial-consolidation | Fathom | 2% | 0% | 10 | accepted challenger |
| financial-consolidation | Datarails | 2% | 10% | 10 | accepted challenger |
| financial-consolidation | OneStream | 2% | 30% | 37 | criticized challenger |
| financial-consolidation | Cube | 0% | 8% | 12 | accepted challenger |
| financial-consolidation | BlackLine | 0% | 8% | 12 | accepted challenger |
| financial-consolidation | CCH Tagetik | 0% | 23% | 13 | accepted challenger |
| financial-modeling-and-scenario-planning | Microsoft Excel | 14% | 24% | 17 | accepted challenger |
| financial-modeling-and-scenario-planning | Cube | 12% | 0% | 32 | accepted challenger |
| financial-modeling-and-scenario-planning | Vena | 12% | 5% | 21 | accepted challenger |
| financial-modeling-and-scenario-planning | Datarails | 11% | 0% | 20 | accepted challenger |
| financial-modeling-and-scenario-planning | Google Sheets | 9% | 15% | 13 | accepted challenger |
| financial-modeling-and-scenario-planning | Drivetrain | 6% | 0% | 11 | accepted challenger |
| financial-modeling-and-scenario-planning | Prophix | 6% | 10% | 10 | accepted challenger |
| financial-modeling-and-scenario-planning | Workday Adaptive Planning | 6% | 35% | 17 | criticized challenger |
| financial-modeling-and-scenario-planning | Abacum | 3% | 7% | 15 | accepted challenger |
| financial-modeling-and-scenario-planning | Planful | 3% | 11% | 19 | accepted challenger |
| financial-modeling-and-scenario-planning | Jirav | 2% | 0% | 10 | accepted challenger |
| financial-modeling-and-scenario-planning | Pigment | 2% | 8% | 12 | accepted challenger |
| financial-modeling-and-scenario-planning | Mosaic | 0% | 17% | 12 | accepted challenger |
| financial-modeling-and-scenario-planning | Anaplan | 0% | 75% | 24 | criticized challenger |
| financial-reporting-and-dashboards | Sage Intacct | 33% | 0% | 21 | endorsed leader |
| financial-reporting-and-dashboards | Wave | 17% | 0% | 13 | accepted challenger |
| financial-reporting-and-dashboards | Zoho Books | 9% | 0% | 12 | accepted challenger |
| financial-reporting-and-dashboards | Microsoft Power BI | 7% | 12% | 33 | accepted challenger |
| financial-reporting-and-dashboards | Datarails | 4% | 0% | 20 | accepted challenger |
| financial-reporting-and-dashboards | Zoho Analytics | 4% | 0% | 16 | accepted challenger |
| financial-reporting-and-dashboards | Tableau | 4% | 24% | 29 | accepted challenger |
| financial-reporting-and-dashboards | Vena | 2% | 0% | 21 | accepted challenger |
| financial-reporting-and-dashboards | Xero | 2% | 7% | 14 | accepted challenger |
| financial-reporting-and-dashboards | Oracle NetSuite | 2% | 14% | 14 | accepted challenger |
| financial-reporting-and-dashboards | QuickBooks Online | 2% | 15% | 26 | accepted challenger |
| financial-reporting-and-dashboards | Prophix | 0% | 0% | 10 | accepted challenger |
| financial-reporting-and-dashboards | Planful | 0% | 0% | 12 | accepted challenger |
| financial-reporting-and-dashboards | Looker | 0% | 6% | 17 | accepted challenger |
| financial-reporting-and-dashboards | Cube | 0% | 9% | 11 | accepted challenger |
| financial-reporting-and-dashboards | Qlik Sense | 0% | 20% | 15 | accepted challenger |
| financial-reporting-and-dashboards | Looker Studio | 0% | 20% | 15 | accepted challenger |
| financial-reporting-and-dashboards | Domo | 0% | 30% | 10 | criticized challenger |
| fixed-asset-accounting | Sage Fixed Assets | 34% | 17% | 52 | endorsed leader |
| fixed-asset-accounting | AssetTiger | 13% | 7% | 14 | accepted challenger |
| fixed-asset-accounting | Sage Intacct | 11% | 0% | 15 | accepted challenger |
| fixed-asset-accounting | Fixed Asset Pro | 9% | 29% | 21 | criticized challenger |
| fixed-asset-accounting | AssetAccountant | 6% | 0% | 14 | accepted challenger |
| fixed-asset-accounting | Xero | 4% | 0% | 12 | accepted challenger |
| fixed-asset-accounting | QuickBooks | 4% | 14% | 14 | accepted challenger |
| fixed-asset-accounting | Asset Panda | 4% | 18% | 28 | accepted challenger |
| fixed-asset-accounting | MRI Fixed Asset Accounting | 2% | 0% | 10 | accepted challenger |
| fixed-asset-accounting | NetSuite Fixed Assets Management | 2% | 11% | 19 | accepted challenger |
| fixed-asset-accounting | Oracle NetSuite | 2% | 31% | 16 | criticized challenger |
| fixed-asset-accounting | Thomson Reuters Fixed Assets CS | 0% | 9% | 11 | accepted challenger |
| fixed-asset-accounting | UpKeep | 0% | 9% | 11 | accepted challenger |
| fixed-asset-accounting | Bloomberg Tax Fixed Assets | 0% | 18% | 11 | accepted challenger |
| fpa-platforms | Planful | 20% | 18% | 60 | accepted challenger |
| fpa-platforms | Fathom | 15% | 8% | 13 | accepted challenger |
| fpa-platforms | Vena | 13% | 20% | 60 | accepted challenger |
| fpa-platforms | Abacum | 7% | 6% | 16 | accepted challenger |
| fpa-platforms | Cube | 7% | 16% | 51 | accepted challenger |
| fpa-platforms | Drivetrain | 6% | 0% | 15 | accepted challenger |
| fpa-platforms | Clockwork | 4% | 0% | 10 | accepted challenger |
| fpa-platforms | Centage | 4% | 6% | 16 | accepted challenger |
| fpa-platforms | Pigment | 4% | 31% | 35 | criticized challenger |
| fpa-platforms | Workday Adaptive Planning | 4% | 39% | 41 | criticized challenger |
| fpa-platforms | Aleph | 2% | 0% | 16 | accepted challenger |
| fpa-platforms | LiveFlow | 2% | 0% | 14 | accepted challenger |
| fpa-platforms | Datarails | 2% | 26% | 39 | criticized challenger |
| fpa-platforms | Prophix | 0% | 8% | 26 | accepted challenger |
| fpa-platforms | Jirav | 0% | 20% | 20 | accepted challenger |
| fpa-platforms | Board | 0% | 20% | 10 | accepted challenger |
| fpa-platforms | OneStream | 0% | 41% | 22 | criticized challenger |
| fpa-platforms | Anaplan | 0% | 49% | 53 | criticized challenger |
| global-e-invoicing-compliance | Avalara E-Invoicing | 25% | 6% | 34 | accepted challenger |
| global-e-invoicing-compliance | Sovos Compliance Network | 17% | 11% | 36 | accepted challenger |
| global-e-invoicing-compliance | Pagero | 13% | 8% | 25 | accepted challenger |
| global-e-invoicing-compliance | Zoho Invoice | 8% | 0% | 18 | accepted challenger |
| global-e-invoicing-compliance | Coupa | 2% | 0% | 11 | accepted challenger |
| global-e-invoicing-compliance | Tradeshift | 2% | 0% | 11 | accepted challenger |
| global-e-invoicing-compliance | Xero | 2% | 5% | 21 | accepted challenger |
| global-e-invoicing-compliance | Invoice Ninja | 2% | 17% | 12 | accepted challenger |
| global-e-invoicing-compliance | Basware | 2% | 17% | 23 | accepted challenger |
| global-e-invoicing-compliance | Tipalti | 0% | 0% | 11 | accepted challenger |
| global-e-invoicing-compliance | QuickBooks Online | 0% | 6% | 18 | accepted challenger |
| global-e-invoicing-compliance | FreshBooks | 0% | 8% | 13 | accepted challenger |
| global-e-invoicing-compliance | Vertex | 0% | 17% | 18 | accepted challenger |
| global-e-invoicing-compliance | SAP Ariba | 0% | 20% | 10 | accepted challenger |
| internal-controls-and-sox | FloQast | 25% | 4% | 28 | accepted challenger |
| internal-controls-and-sox | AuditBoard | 12% | 24% | 33 | accepted challenger |
| internal-controls-and-sox | Onspring | 6% | 0% | 14 | accepted challenger |
| internal-controls-and-sox | Sprinto | 6% | 0% | 15 | accepted challenger |
| internal-controls-and-sox | Optro | 6% | 27% | 15 | criticized challenger |
| internal-controls-and-sox | Hyperproof | 4% | 0% | 14 | accepted challenger |
| internal-controls-and-sox | Scytale | 2% | 9% | 11 | accepted challenger |
| internal-controls-and-sox | BlackLine | 2% | 9% | 11 | accepted challenger |
| internal-controls-and-sox | Drata | 2% | 18% | 17 | accepted challenger |
| internal-controls-and-sox | LogicGate Risk Cloud | 0% | 0% | 11 | accepted challenger |
| internal-controls-and-sox | Diligent One Platform | 0% | 11% | 19 | accepted challenger |
| internal-controls-and-sox | Vanta | 0% | 17% | 18 | accepted challenger |
| internal-controls-and-sox | ServiceNow Integrated Risk Management | 0% | 17% | 18 | accepted challenger |
| internal-controls-and-sox | Archer | 0% | 20% | 10 | accepted challenger |
| internal-controls-and-sox | Workiva | 0% | 26% | 42 | criticized challenger |
| internal-controls-and-sox | MetricStream | 0% | 28% | 18 | criticized challenger |
| invoicing-software | Zoho Invoice | 24% | 10% | 42 | accepted challenger |
| invoicing-software | BILL | 16% | 4% | 25 | accepted challenger |
| invoicing-software | QuickBooks | 14% | 20% | 45 | accepted challenger |
| invoicing-software | Wave | 14% | 27% | 37 | criticized challenger |
| invoicing-software | Invoiced | 10% | 13% | 15 | accepted challenger |
| invoicing-software | NetSuite SuiteBilling | 8% | 0% | 18 | accepted challenger |
| invoicing-software | Xero | 2% | 6% | 34 | accepted challenger |
| invoicing-software | Invoice Ninja | 0% | 17% | 12 | accepted challenger |
| invoicing-software | FreshBooks | 0% | 18% | 34 | accepted challenger |
| invoicing-software | Square Invoices | 0% | 22% | 27 | accepted challenger |
| invoicing-software | Stripe Invoicing | 0% | 27% | 11 | criticized challenger |
| invoicing-software | PayPal Invoicing | 0% | 50% | 10 | criticized challenger |
| lease-accounting | FinQuery | 29% | 20% | 56 | accepted challenger |
| lease-accounting | iLeasePro | 10% | 0% | 20 | accepted challenger |
| lease-accounting | EZLease | 10% | 3% | 30 | accepted challenger |
| lease-accounting | LeaseGuru | 6% | 0% | 10 | accepted challenger |
| lease-accounting | LeaseCrunch | 4% | 0% | 10 | accepted challenger |
| lease-accounting | Crunchafi | 4% | 12% | 16 | accepted challenger |
| lease-accounting | Visual Lease | 4% | 17% | 36 | accepted challenger |
| lease-accounting | Trullion | 2% | 0% | 17 | accepted challenger |
| lease-accounting | NetLease | 0% | 0% | 13 | accepted challenger |
| lease-accounting | DebtBook | 0% | 0% | 14 | accepted challenger |
| lease-accounting | Occupier | 0% | 10% | 10 | accepted challenger |
| lease-accounting | MRI ProLease | 0% | 12% | 16 | accepted challenger |
| lease-accounting | Nakisa Lease Administration | 0% | 38% | 13 | criticized challenger |
| merchants-of-record | Paddle | 28% | 17% | 65 | accepted challenger |
| merchants-of-record | Cleverbridge | 17% | 0% | 29 | accepted challenger |
| merchants-of-record | FastSpring | 14% | 10% | 49 | accepted challenger |
| merchants-of-record | Lemon Squeezy | 12% | 23% | 35 | accepted challenger |
| merchants-of-record | PayPro Global | 5% | 0% | 31 | accepted challenger |
| merchants-of-record | Dodo Payments | 5% | 0% | 17 | accepted challenger |
| merchants-of-record | 2Checkout | 2% | 27% | 11 | criticized challenger |
| merchants-of-record | Gumroad | 2% | 50% | 22 | criticized challenger |
| merchants-of-record | Stripe | 0% | 38% | 13 | criticized challenger |
| merchants-of-record | Digital River | 0% | 64% | 11 | criticized challenger |
| payment-orchestration-platforms | BlueSnap | 18% | 0% | 18 | accepted challenger |
| payment-orchestration-platforms | Primer | 14% | 5% | 38 | accepted challenger |
| payment-orchestration-platforms | Spreedly | 10% | 12% | 50 | accepted challenger |
| payment-orchestration-platforms | Solidgate | 6% | 4% | 27 | accepted challenger |
| payment-orchestration-platforms | Hyperswitch | 6% | 8% | 13 | accepted challenger |
| payment-orchestration-platforms | Adyen | 6% | 10% | 20 | accepted challenger |
| payment-orchestration-platforms | Gr4vy | 6% | 11% | 28 | accepted challenger |
| payment-orchestration-platforms | Yuno | 4% | 0% | 19 | accepted challenger |
| payment-orchestration-platforms | Corefy | 4% | 10% | 21 | accepted challenger |
| payment-orchestration-platforms | Stripe | 4% | 12% | 17 | accepted challenger |
| payment-orchestration-platforms | IXOPAY | 2% | 6% | 16 | accepted challenger |
| procure-to-pay | Procurify | 42% | 2% | 50 | endorsed leader |
| procure-to-pay | Precoro | 19% | 4% | 50 | accepted challenger |
| procure-to-pay | Ramp | 12% | 9% | 22 | accepted challenger |
| procure-to-pay | Tradogram | 5% | 0% | 12 | accepted challenger |
| procure-to-pay | Spendwise | 3% | 0% | 11 | accepted challenger |
| procure-to-pay | Coupa | 3% | 50% | 50 | criticized challenger |
| procure-to-pay | ProcureDesk | 2% | 0% | 16 | accepted challenger |
| procure-to-pay | Zip | 2% | 6% | 18 | accepted challenger |
| procure-to-pay | GEP SMART | 0% | 0% | 12 | accepted challenger |
| procure-to-pay | Ivalua | 0% | 11% | 18 | accepted challenger |
| procure-to-pay | Oracle Fusion Cloud Procurement | 0% | 20% | 10 | accepted challenger |
| procure-to-pay | Jaggaer | 0% | 25% | 20 | criticized challenger |
| procure-to-pay | SAP Ariba | 0% | 57% | 46 | criticized challenger |
| professional-services-automation | BigTime | 29% | 4% | 48 | accepted challenger |
| professional-services-automation | Kantata | 25% | 13% | 52 | accepted challenger |
| professional-services-automation | Productive | 12% | 0% | 23 | accepted challenger |
| professional-services-automation | Teamwork.com | 6% | 0% | 12 | accepted challenger |
| professional-services-automation | Rocketlane | 6% | 14% | 21 | accepted challenger |
| professional-services-automation | Accelo | 4% | 4% | 25 | accepted challenger |
| professional-services-automation | Scoro | 2% | 12% | 40 | accepted challenger |
| professional-services-automation | Certinia Professional Services Cloud | 0% | 17% | 29 | accepted challenger |
| professional-services-automation | Autotask | 0% | 36% | 11 | criticized challenger |
| professional-services-automation | ConnectWise PSA | 0% | 43% | 14 | criticized challenger |
| rebate-management | Enable | 52% | 25% | 57 | endorsed leader |
| rebate-management | e-bate | 16% | 0% | 23 | accepted challenger |
| rebate-management | incentX | 9% | 0% | 15 | accepted challenger |
| rebate-management | Voucherify | 9% | 0% | 18 | accepted challenger |
| rebate-management | Flintfox | 2% | 12% | 24 | accepted challenger |
| rebate-management | 360insights | 0% | 0% | 10 | accepted challenger |
| rebate-management | IMA360 | 0% | 8% | 13 | accepted challenger |
| rebate-management | Model N | 0% | 21% | 19 | accepted challenger |
| rebate-management | Pricefx | 0% | 35% | 34 | criticized challenger |
| rebate-management | Vendavo | 0% | 43% | 28 | criticized challenger |
| rebate-management | Vistex | 0% | 49% | 45 | criticized challenger |
| revenue-recognition | Maxio | 20% | 11% | 47 | accepted challenger |
| revenue-recognition | Sage Intacct Revenue Recognition | 14% | 13% | 38 | accepted challenger |
| revenue-recognition | LedgerUp | 10% | 0% | 12 | accepted challenger |
| revenue-recognition | Stripe Revenue Recognition | 8% | 32% | 19 | criticized challenger |
| revenue-recognition | QuickBooks Online | 8% | 41% | 17 | criticized challenger |
| revenue-recognition | RightRev | 6% | 0% | 33 | accepted challenger |
| revenue-recognition | NetSuite Advanced Revenue Management | 2% | 10% | 31 | accepted challenger |
| revenue-recognition | Chargebee RevRec | 2% | 13% | 23 | accepted challenger |
| revenue-recognition | Xero | 2% | 20% | 10 | accepted challenger |
| revenue-recognition | Zuora Revenue | 2% | 29% | 38 | criticized challenger |
| revenue-recognition | Zenskar | 0% | 0% | 13 | accepted challenger |
| revenue-recognition | Oracle NetSuite | 0% | 46% | 13 | criticized challenger |
| saas-metrics-and-analytics | ChartMogul | 49% | 12% | 65 | endorsed leader |
| saas-metrics-and-analytics | ProfitWell Metrics | 14% | 29% | 42 | criticized challenger |
| saas-metrics-and-analytics | Maxio Metrics | 8% | 8% | 25 | accepted challenger |
| saas-metrics-and-analytics | Databox | 6% | 0% | 28 | accepted challenger |
| saas-metrics-and-analytics | Looker Studio | 4% | 12% | 16 | accepted challenger |
| saas-metrics-and-analytics | Baremetrics | 2% | 22% | 49 | accepted challenger |
| saas-metrics-and-analytics | Amplitude | 2% | 30% | 27 | criticized challenger |
| saas-metrics-and-analytics | Looker | 2% | 45% | 11 | criticized challenger |
| saas-metrics-and-analytics | PostHog | 0% | 0% | 15 | accepted challenger |
| saas-metrics-and-analytics | Mixpanel | 0% | 18% | 34 | accepted challenger |
| saas-metrics-and-analytics | Microsoft Power BI | 0% | 38% | 13 | criticized challenger |
| saas-metrics-and-analytics | Heap | 0% | 40% | 10 | criticized challenger |
| saas-metrics-and-analytics | Tableau | 0% | 62% | 16 | criticized challenger |
| saas-metrics-and-analytics | Google Analytics | 0% | 80% | 10 | criticized challenger |
| sales-tax-automation | Avalara AvaTax | 32% | 30% | 64 | criticized default |
| sales-tax-automation | TaxCloud | 19% | 8% | 37 | accepted challenger |
| sales-tax-automation | Taxwire | 13% | 0% | 20 | accepted challenger |
| sales-tax-automation | TaxJar | 11% | 24% | 62 | accepted challenger |
| sales-tax-automation | Anrok | 6% | 0% | 21 | accepted challenger |
| sales-tax-automation | Vertex | 4% | 18% | 45 | accepted challenger |
| sales-tax-automation | Quaderno | 0% | 0% | 10 | accepted challenger |
| sales-tax-automation | Sovos | 0% | 6% | 18 | accepted challenger |
| sales-tax-automation | Stripe Tax | 0% | 14% | 28 | accepted challenger |
| sec-and-disclosure-reporting | Workiva | 32% | 23% | 77 | endorsed leader |
| sec-and-disclosure-reporting | Certent Disclosure Management | 22% | 2% | 47 | accepted challenger |
| sec-and-disclosure-reporting | DFIN ActiveDisclosure | 22% | 3% | 64 | accepted challenger |
| sec-and-disclosure-reporting | IRIS CARBON | 17% | 0% | 43 | accepted challenger |
| sec-and-disclosure-reporting | Certent | 3% | 0% | 16 | accepted challenger |
| sec-and-disclosure-reporting | Toppan Merrill Bridge | 0% | 3% | 31 | accepted challenger |
| spend-management-platforms | Ramp | 44% | 12% | 66 | endorsed leader |
| spend-management-platforms | Airbase | 17% | 8% | 39 | accepted challenger |
| spend-management-platforms | BILL Spend & Expense | 15% | 16% | 49 | accepted challenger |
| spend-management-platforms | Payhawk | 6% | 4% | 24 | accepted challenger |
| spend-management-platforms | Zoho Expense | 4% | 0% | 14 | accepted challenger |
| spend-management-platforms | Spendesk | 4% | 18% | 28 | accepted challenger |
| spend-management-platforms | Coupa | 2% | 31% | 32 | criticized challenger |
| spend-management-platforms | Brex | 0% | 14% | 50 | accepted challenger |
| spend-management-platforms | Navan | 0% | 15% | 13 | accepted challenger |
| spend-management-platforms | Rippling Spend | 0% | 29% | 14 | criticized challenger |
| spend-management-platforms | Expensify | 0% | 47% | 17 | criticized challenger |
| spend-management-platforms | SAP Concur | 0% | 56% | 18 | criticized challenger |
| stablecoin-platforms | BVNK | 23% | 4% | 24 | accepted challenger |
| stablecoin-platforms | Circle | 14% | 4% | 28 | accepted challenger |
| stablecoin-platforms | Eco | 9% | 7% | 15 | accepted challenger |
| stablecoin-platforms | Stripe Crypto | 9% | 15% | 27 | accepted challenger |
| stablecoin-platforms | Bridge | 5% | 6% | 18 | accepted challenger |
| stablecoin-platforms | USDC | 2% | 6% | 17 | accepted challenger |
| stablecoin-platforms | Fireblocks | 2% | 7% | 15 | accepted challenger |
| stablecoin-platforms | Coinbase Commerce | 2% | 21% | 14 | accepted challenger |
| stablecoin-platforms | Paxos | 0% | 9% | 11 | accepted challenger |
| stablecoin-platforms | BitPay | 0% | 45% | 11 | criticized challenger |
| stablecoin-platforms | Tether | 0% | 53% | 15 | criticized challenger |
| strategic-sourcing | oboloo | 15% | 9% | 11 | accepted challenger |
| strategic-sourcing | Precoro | 13% | 0% | 23 | accepted challenger |
| strategic-sourcing | Procurify | 13% | 0% | 11 | accepted challenger |
| strategic-sourcing | Tradogram | 13% | 7% | 14 | accepted challenger |
| strategic-sourcing | Market Dojo | 6% | 0% | 16 | accepted challenger |
| strategic-sourcing | Ivalua | 4% | 19% | 16 | accepted challenger |
| strategic-sourcing | GEP SMART | 4% | 21% | 14 | accepted challenger |
| strategic-sourcing | Coupa | 4% | 47% | 30 | criticized challenger |
| strategic-sourcing | Jaggaer | 2% | 15% | 13 | accepted challenger |
| strategic-sourcing | SeekOut | 0% | 0% | 11 | accepted challenger |
| strategic-sourcing | Gem | 0% | 0% | 11 | accepted challenger |
| strategic-sourcing | HireEZ | 0% | 0% | 11 | accepted challenger |
| strategic-sourcing | LinkedIn Recruiter | 0% | 21% | 14 | accepted challenger |
| strategic-sourcing | SAP Ariba | 0% | 69% | 32 | criticized challenger |
| supplier-management | Precoro | 14% | 10% | 39 | accepted challenger |
| supplier-management | Procurify | 14% | 12% | 24 | accepted challenger |
| supplier-management | Tradogram | 9% | 0% | 11 | accepted challenger |
| supplier-management | Coupa | 7% | 36% | 45 | criticized challenger |
| supplier-management | Payhawk | 5% | 0% | 11 | accepted challenger |
| supplier-management | Gatekeeper | 5% | 0% | 19 | accepted challenger |
| supplier-management | Ivalua | 4% | 14% | 22 | accepted challenger |
| supplier-management | Kodiak Hub | 2% | 0% | 13 | accepted challenger |
| supplier-management | Zip | 2% | 20% | 10 | accepted challenger |
| supplier-management | GEP SMART | 0% | 0% | 11 | accepted challenger |
| supplier-management | HICX | 0% | 10% | 10 | accepted challenger |
| supplier-management | Jaggaer | 0% | 29% | 17 | criticized challenger |
| supplier-management | SAP Ariba | 0% | 57% | 42 | criticized challenger |
| telecom-expense-management | Genuity | 19% | 7% | 14 | accepted challenger |
| telecom-expense-management | Lightyear | 12% | 3% | 30 | accepted challenger |
| telecom-expense-management | vCom Solutions | 12% | 5% | 19 | accepted challenger |
| telecom-expense-management | Mindglobal | 10% | 0% | 13 | accepted challenger |
| telecom-expense-management | Calero | 6% | 39% | 46 | criticized challenger |
| telecom-expense-management | Brightfin | 4% | 16% | 25 | accepted challenger |
| telecom-expense-management | Sakon | 2% | 34% | 32 | criticized challenger |
| telecom-expense-management | Tangoe One Telecom | 0% | 53% | 45 | criticized challenger |
| transfer-pricing | TPGenie | 30% | 2% | 47 | endorsed leader |
| transfer-pricing | TPdoc | 11% | 0% | 11 | accepted challenger |
| transfer-pricing | Commenda | 8% | 21% | 24 | accepted challenger |
| transfer-pricing | Exactera Transfer Pricing | 8% | 27% | 26 | criticized challenger |
| transfer-pricing | Sovos Transfer Pricing | 4% | 13% | 15 | accepted challenger |
| transfer-pricing | Thomson Reuters ONESOURCE Transfer Pricing | 4% | 18% | 11 | accepted challenger |
| transfer-pricing | PlaidCloud Operational Transfer Pricing | 2% | 0% | 13 | accepted challenger |
| transfer-pricing | Aibidia | 2% | 15% | 33 | accepted challenger |
| transfer-pricing | Thomson Reuters ONESOURCE | 2% | 50% | 14 | criticized challenger |
| transfer-pricing | Bloomberg Tax Transfer Pricing | 0% | 20% | 10 | accepted challenger |
| transfer-pricing | ONESOURCE Transfer Pricing | 0% | 27% | 11 | criticized challenger |
| treasury-management-systems | Trovata | 28% | 12% | 41 | accepted challenger |
| treasury-management-systems | Agicap | 15% | 20% | 25 | accepted challenger |
| treasury-management-systems | GTreasury | 6% | 35% | 26 | criticized challenger |
| treasury-management-systems | Rho Treasury | 4% | 0% | 12 | accepted challenger |
| treasury-management-systems | Kyriba | 4% | 43% | 53 | criticized challenger |
| treasury-management-systems | TreasuryView | 2% | 9% | 11 | accepted challenger |
| treasury-management-systems | Nomentia | 0% | 7% | 14 | accepted challenger |
| treasury-management-systems | FIS Quantum | 0% | 25% | 12 | criticized challenger |
| treasury-management-systems | ION Treasury | 0% | 30% | 23 | criticized challenger |
| treasury-management-systems | SAP Treasury and Risk Management | 0% | 54% | 28 | criticized challenger |
| virtual-data-rooms | iDeals | 25% | 4% | 46 | accepted challenger |
| virtual-data-rooms | Firmex | 16% | 4% | 52 | accepted challenger |
| virtual-data-rooms | Peony Data Room | 11% | 0% | 19 | accepted challenger |
| virtual-data-rooms | FirmRoom | 10% | 5% | 22 | accepted challenger |
| virtual-data-rooms | SecureDocs | 8% | 0% | 28 | accepted challenger |
| virtual-data-rooms | Papermark | 8% | 6% | 17 | accepted challenger |
| virtual-data-rooms | Ansarada | 3% | 10% | 21 | accepted challenger |
| virtual-data-rooms | Datasite Diligence | 3% | 47% | 53 | criticized challenger |
| virtual-data-rooms | DealRoom | 2% | 0% | 23 | accepted challenger |
| virtual-data-rooms | Digify | 2% | 8% | 13 | accepted challenger |
| virtual-data-rooms | CapLinked | 0% | 0% | 13 | accepted challenger |
| virtual-data-rooms | ShareVault | 0% | 8% | 13 | accepted challenger |
| virtual-data-rooms | Onehub | 0% | 10% | 10 | accepted challenger |
| virtual-data-rooms | Box | 0% | 25% | 12 | criticized challenger |
| virtual-data-rooms | Intralinks | 0% | 51% | 39 | criticized challenger |

## Treatment of lab-affiliated products by model

Self-preference is only measurable with a control group: how the lab's own model treats its products compared with how every other model treats the same products. Anthropic, OpenAI have no products in the covered categories with enough labels to measure, so nothing is claimed about them.

**Google products** (8 products, 123 labels). Cells are positive/negative/all labels.

| Product | Claude Haiku 4.5 | GPT-5.4 mini | Gemini 3.5 Flash | Perplexity Sonar | Grok 4.1 Fast | Mistral Small | DeepSeek V4 Flash | Llama 4 Maverick | Qwen 3.7 Flash | Kimi K2 | GLM 4.7 FlashX | MiniMax M2.5 | GPT-6 Luna | Muse Glimmer 30B |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Google Sheets | 1/0/1 | 1/0/1 | 3/7/10 | 1/1/2 | 1/2/3 | 1/0/1 |  |  | 2/1/3 | 2/0/2 | 3/1/4 | 2/0/2 | 2/0/2 | 1/1/2 |
| Looker Studio | 2/0/2 | 2/0/2 | 3/0/3 | 0/1/1 | 4/1/5 | 1/1/2 | 2/1/3 | 1/1/2 | 3/0/3 | 1/0/1 | 2/0/2 | 1/0/1 | 1/0/1 | 3/0/3 |
| Looker | 2/1/3 | 2/0/2 | 2/2/4 | 1/0/1 | 1/0/1 | 2/1/3 | 2/0/2 |  | 1/1/2 |  | 3/0/3 | 4/1/5 | 1/0/1 | 1/0/1 |
| Google Drive | 0/1/1 |  | 0/5/5 | 0/1/1 | 0/1/1 |  |  | 1/0/1 | 0/1/1 | 0/1/1 | 0/2/2 |  |  |  |
| Google Analytics | 0/1/1 |  | 0/1/1 | 1/1/2 | 0/1/1 | 1/1/2 |  | 0/1/1 |  |  | 0/2/2 | 1/0/1 |  | 0/1/1 |
| Gemini | 0/1/1 |  | 0/1/1 |  |  |  |  |  |  |  |  |  |  |  |
| Google Workspace |  |  | 1/0/1 |  | 1/0/1 |  |  |  |  |  |  |  |  |  |
| BigQuery |  |  | 2/0/2 |  |  |  |  |  |  |  |  |  |  |  |

Mean label weight on Google products: Gemini 3.5 Flash -0.89 over 27 labels; the other 13 models +0.35 over 96 labels. Weights run from +3 (first choice) to -3 (hard negative). A gap under about half a point on this few labels is not a finding.

## Discontinued products recommended

None in this run.

## Normalization

Unresolved, 1115 labels counted under the raw name, for human review:

Amazon in b2b-bnpl-and-net-terms (2), Capital One Spark Cash in corporate-cards (2), Ripple Payments in stablecoin-platforms (2), 1BlackLine in account-reconciliation (1), 247HRM in expense-management (1), 3Jane in stablecoin-platforms (1), ACH Transfer in contractor-payments (1), ACOM in accounts-payable-automation (1), ADTRAV Travel Management in corporate-travel-management (1), AMLcrypto.io in aml-and-transaction-monitoring (1), AMTdirect in lease-accounting (1), APLYiD in aml-and-transaction-monitoring (1), ARM in revenue-recognition (1), AWS Marketplace in merchants-of-record (1), Abrigo in aml-and-transaction-monitoring (1), Abrigo/Sageworks in b2b-credit-management (1), Acala USD (aUSD) in stablecoin-platforms (1), Accertify Chargeback Management in chargeback-management (1), AccessPay in treasury-management-systems (1), Accruent Lease Administration in lease-accounting (1), Acquirell in strategic-sourcing (1), Act! in accounting-software (1), Actimi in aml-and-transaction-monitoring (1), Acumens in rebate-management (1), Adaptive Workspace in professional-services-automation (1), Aestiva Sourcing RFQ in strategic-sourcing (1), Affirm for Business in b2b-bnpl-and-net-terms (1), Affirm through QuickBooks Payments in b2b-bnpl-and-net-terms (1), Agendalink in board-and-investor-reporting (1), Agilysys in board-portals (1), Airbnb in corporate-travel-management (1), Ajera in professional-services-automation (1), Akana in professional-services-automation (1), Alegra in accounting-software (1), Alga PSA in professional-services-automation (1), Allvue in board-and-investor-reporting (1), Allvue Systems Investor Portal in board-and-investor-reporting (1), Alpega TMS in treasury-management-systems (1), Alphaps (alphaPS) in board-portals (1), Alteryx Designer in transfer-pricing (1), Altvia in board-and-investor-reporting (1), Amazon Kindle Direct Publishing (KDP) in merchants-of-record (1), Amazon Marketplace / Amazon Business Third-Party Sellers in procure-to-pay (1), Ambrie in aml-and-transaction-monitoring (1), American Express – Amex Corporate in corporate-cards (1), American Express® Business Checking in business-banking (1), American Express® Corporate Programs in corporate-cards (1), Amex Corporate Purchasing Card in corporate-cards (1), Amtel in telecom-expense-management (1), AngelList Legacy Cap Table in cap-table-management (1), Antifraud.com in chargeback-management (1), AppBoard in board-and-investor-reporting (1), AppDirect in telecom-expense-management (1), Appperian in internal-controls-and-sox (1), Appstar Financial in b2b-payment-acceptance (1), Aptitude Revenue Recognition in revenue-recognition (1), Aptitude Revenue Recognition Engine in revenue-recognition (1), ArcSuite in sec-and-disclosure-reporting (1), Arcadia's Telecom Expense Management software and services in telecom-expense-management (1), Archer Point Solutions in procure-to-pay (1), Arelle software in sec-and-disclosure-reporting (1), Ari in revenue-recognition (1), AribSoft in accounts-receivable-automation (1), ArmsLengthAI Tools in transfer-pricing (1), Asana for Enterprise in corporate-performance-management (1), Ascend Ecom / Ascend Ecommerce in ecommerce-fraud-prevention (1), AssessTeam in corporate-performance-management (1), Atlaw in entity-management (1), Atradius Collections in b2b-credit-management (1), Attio in financial-close-management (1), AuditRunner in internal-controls-and-sox (1), Aura in ai-accounting-assistants (1), AutoRec in account-reconciliation (1), Avalara Tax Provision in corporate-tax-provision (1), Avetta Connect in supplier-management (1), Aviso in saas-metrics-and-analytics (1), Awaken in crypto-accounting (1), Axiobench in transfer-pricing (1), Axiom Bank in business-banking (1), Axiom EPM in corporate-performance-management (1), Azure Marketplace in merchants-of-record (1), BILL 1099 filing in contractor-payments (1), BWise in internal-controls-and-sox (1), Baader in treasury-management-systems (1), BamSEC in sec-and-disclosure-reporting (1), Bank of America Corporate Card Solutions in corporate-cards (1), Bank of America No-Fee Business Checking in business-banking (1), Bank of America – Business Banking in business-banking (1), Bankio in cross-border-payments-and-fx (1), Bankless On-Ramp in stablecoin-platforms (1), Basic ERP Lease Modules (e.g., default NetSuite/Oracle lease tracking) in lease-accounting (1), Bassets Fixed Assets in fixed-asset-accounting (1), Bazar Money Transfer in cross-border-payments-and-fx (1), Beam Solutions in aml-and-transaction-monitoring (1), Beanstalk in stablecoin-platforms (1), Benchling in procure-to-pay (1), Beroe in supplier-management (1), Better Proposals in financial-close-management (1), Bharat Bill Payment System in business-bill-pay (1), Bid Management in strategic-sourcing (1), BillGO in business-bill-pay (1), Billd in b2b-bnpl-and-net-terms (1), BillerTrust in cash-application (1), Billings Pro in invoicing-software (1), Billtrust Unified AR in cash-application (1), BlackBay in financial-consolidation (1), Blacksmith Applications in rebate-management (1), Blacksmith TPM in rebate-management (1), Blockify in ecommerce-fraud-prevention (1), Bloomberg Tax Workpapers in corporate-tax-provision (1), Blue Business Cash™ Card from American Express in corporate-cards (1), Blue Dog Business Services in b2b-payment-acceptance (1), Bluefin’s ShieldConex in payment-orchestration-platforms (1), Board Management in board-portals (1), BoardEffect — now part of Diligent in board-portals (1), Boardable Core in board-and-investor-reporting (1), Boardbook in board-portals (1), Boardintelligence in board-portals (1), Boldin in financial-modeling-and-scenario-planning (1), Booking.com Business Travel in corporate-travel-management (1), BoxBilling in invoicing-software (1), Braintree Payments in embedded-payments-platforms (1), Brightly Asset Essentials in fixed-asset-accounting (1), Brigit in cash-application (1), BrizoConsol in financial-consolidation (1), Broadridge issuer reporting services in sec-and-disclosure-reporting (1), BuildPay / GCPay in contractor-payments (1), BuildSafe in contractor-payments (1), Buildxact in contractor-payments (1), Built in contractor-payments (1), Bybit in stablecoin-platforms (1), Bynder in crypto-accounting (1), C2FO Working Capital in b2b-bnpl-and-net-terms (1), CANIAS ERP in erp-systems (1), CCH Axcess Tax Express (Wolters Kluwer) in corporate-tax-provision (1), CCH Axcess™ Tax (by Wolters Kluwer) in corporate-tax-provision (1), CCH Transfer Pricing in transfer-pricing (1), CICERO in esg-and-carbon-reporting (1), CJdropshipping in strategic-sourcing (1), CSC Corptax U.S. Compliance in corporate-tax-provision (1), CT Corp’s hCue (Wolters Kluwer) in entity-management (1), Cake Equity Free Tier in cap-table-management (1), Calcbench / XBRL US tools in sec-and-disclosure-reporting (1), Calero MDS TEM in telecom-expense-management (1), Calero-MDSL – Calero in telecom-expense-management (1), Camms Internal Controls in internal-controls-and-sox (1), Canvas in board-portals (1), Cap Table by Puter in cap-table-management (1), Capable in cap-table-management (1), Capgemini TP Catalyst in transfer-pricing (1), Capital One 360 Business Checking in business-banking (1), Capital One Enhanced Checking in business-banking (1), Capital One Spark Family in corporate-cards (1), Capital One Spark lines in corporate-cards (1), Capterra in saas-metrics-and-analytics (1), Capterra in telecom-expense-management (1), Carbon Cloud in esg-and-carbon-reporting (1), Cash Analytics in cash-flow-forecasting (1), Cash Flow Planner is included with QuickBooks Online in cash-flow-forecasting (1), Cashfree in embedded-payments-platforms (1), Cass Info Systems in telecom-expense-management (1), Cayman / Cority in financial-consolidation (1), Cbeyond in telecom-expense-management (1), Cegid Treasury in treasury-management-systems (1), Celonis in account-reconciliation (1), Celsius Network in stablecoin-platforms (1), CentSight in saas-metrics-and-analytics (1), Certa in supplier-management (1), Chainstack in stablecoin-platforms (1), Chargeback App (joinchargeback.com) in chargeback-management (1), Chargeback Dispute Specialist (Shopify App) in chargeback-management (1), Chase Ink Preferred in corporate-cards (1), CheckMark 1099 Software in contractor-payments (1), Cheddar in fpa-platforms (1), Cheetah in expense-management (1), Cheetah Telecom in telecom-expense-management (1), Circle CPN / Circle Payments in stablecoin-platforms (1), Cirrus Insight in financial-close-management (1), Citizens in business-banking (1), City Financials in treasury-management-systems (1), Clarity AI in esg-and-carbon-reporting (1), Clarizen in professional-services-automation (1), Clearvo in global-e-invoicing-compliance (1), ClickPay in business-bill-pay (1), Clickpost in ecommerce-fraud-prevention (1), Clickworker in contractor-payments (1), Close.com in financial-close-management (1), CloseSynergy in account-reconciliation (1), Closing Folders in financial-close-management (1), CloudTalk in financial-close-management (1), Cloudflare Web Analytics in saas-metrics-and-analytics (1), Cmap in professional-services-automation (1), CoConstruct / Buildertrend in contractor-payments (1), Coincile in crypto-accounting (1), Column N.A. in business-banking (1), Comarch SA in global-e-invoicing-compliance (1), Comfi in b2b-bnpl-and-net-terms (1), Comfi Payments (Comfi.app / Comfi.ai) in b2b-bnpl-and-net-terms (1), Compliancely in aml-and-transaction-monitoring (1), Computershare BoardWorks in board-portals (1), Comtech in accounts-receivable-automation (1), ConnectWise Asio Platform in professional-services-automation (1), Consola in crypto-accounting (1), ControlCase in internal-controls-and-sox (1), ControlScan in internal-controls-and-sox (1), Cora in business-banking (1), Corio Networks in telecom-expense-management (1), Cornerstone in cash-flow-forecasting (1), Cornerstone OnDemand in corporate-performance-management (1), Corpay Commercial Mastercard in corporate-cards (1), Corporate Tax Provision by Vertex in corporate-tax-provision (1), Corporatek Inc. in entity-management (1), Corppass in corporate-performance-management (1), Corrodevor in corporate-performance-management (1), Cortrust Bank Visa Business in corporate-cards (1), Coupa Expenses in expense-management (1), Cozomo in saas-metrics-and-analytics (1), Crafting Software in payment-orchestration-platforms (1), Credibl ESG in esg-and-carbon-reporting (1), Credit Workbench Basic in b2b-credit-management (1), Credit.net in b2b-credit-management (1), CreditSights in b2b-credit-management (1), Cross River Bank in business-banking (1), Crosspay in cross-border-payments-and-fx (1), Cryptotaxprep in crypto-accounting (1), CurrencyTransfer in cross-border-payments-and-fx (1), Currenxie in cross-border-payments-and-fx (1), Cvent Vendor Marketplace in supplier-management (1), Cyber Sierra in internal-controls-and-sox (1), Cypress Bay Solutions in b2b-payment-acceptance (1), D&B CreditSignal in b2b-credit-management (1), DAI – Sky, ex-MakerDAO in stablecoin-platforms (1), DBS SecureFX + GlobeSend in cross-border-payments-and-fx (1), DGS Global in telecom-expense-management (1), DIBS Global in sec-and-disclosure-reporting (1), Daato in esg-and-carbon-reporting (1), DataTracks DART in sec-and-disclosure-reporting (1), Datasights in board-and-investor-reporting (1), Datasource in supplier-management (1), Decipad in financial-modeling-and-scenario-planning (1), Decision Modeling, Inc. (DMI) - Tax Position Manager (TPM) in corporate-tax-provision (1), Dedoc in accounts-receivable-automation (1), Deduce in ecommerce-fraud-prevention (1), Deferit in business-bill-pay (1), Dell Boomi in global-e-invoicing-compliance (1), Deloitte – SOXwise in internal-controls-and-sox (1), Deloitte’s Monitor products in internal-controls-and-sox (1), Descartes Shipper TMS in treasury-management-systems (1), Descartes TMS in treasury-management-systems (1), Detica in aml-and-transaction-monitoring (1), DiliTrust Governance Entity Management in entity-management (1), Diligent Internal Controls / Diligent One in internal-controls-and-sox (1), Disputes.io / Chargebacks911 in chargeback-management (1), Divine Research in stablecoin-platforms (1), Dixa in global-e-invoicing-compliance (1), Django ORM in financial-modeling-and-scenario-planning (1), DocullyVDR in virtual-data-rooms (1), Docupile in board-portals (1), Docuum in entity-management (1), Domínio in global-e-invoicing-compliance (1), Donnelley Financial's Venue in sec-and-disclosure-reporting (1), Doss in erp-systems (1), Drake Tax SMB in corporate-tax-provision (1), Dunbar in crypto-accounting (1), Dundas in financial-reporting-and-dashboards (1), Dux-Soup in strategic-sourcing (1), Dwellant in contractor-payments (1), Dynamics 365 Asset Management in fixed-asset-accounting (1), EDGAR System (SEC's Official Platform) in sec-and-disclosure-reporting (1), EDX Solutions in global-e-invoicing-compliance (1), EFRAG’s Free Digital Template in esg-and-carbon-reporting (1), ERP.io in erp-systems (1), ERPAG in erp-systems (1), ESG Book in esg-and-carbon-reporting (1), EURI in stablecoin-platforms (1), EY Serafim in transfer-pricing (1), EY TP Doc Solution in transfer-pricing (1), Earnin in cash-application (1), Echo Global in treasury-management-systems (1), Echo Global Logistics in treasury-management-systems (1), Ecom Genie in ecommerce-fraud-prevention (1), Egnyte in transfer-pricing (1), Einvoice software in global-e-invoicing-compliance (1), Elavon in embedded-payments-platforms (1), EleVia Electronic Invoicing in global-e-invoicing-compliance (1), Eliot Management Group in b2b-payment-acceptance (1), Embed.co in embedded-payments-platforms (1), Emburse Expense Professional in expense-management (1), Emburse Nexonia in expense-management (1), Emburse Spend in expense-management (1), EnergyElephant in esg-and-carbon-reporting (1), Engine X in corporate-cards (1), Entere in account-reconciliation (1), Entity Management Software in entity-management (1), Enverus in esg-and-carbon-reporting (1), Envestnet Dayforce in sec-and-disclosure-reporting (1), Epicor Syteline in erp-systems (1), Equifax Complete in b2b-credit-management (1), Equifax Ignite in b2b-credit-management (1), Equitybee (formerly Divvy) in cap-table-management (1), Eramba in internal-controls-and-sox (1), Escrow.com in contractor-payments (1), Eskar in b2b-credit-management (1), Ethixbase360 in supplier-management (1), Ethoca Alerts & Verifi CDRN (by Visa) in chargeback-management (1), EveryDollar in b2b-credit-management (1), Excel or Google Sheets Templates in cash-flow-forecasting (1), Excel or Google Sheets plus your existing accounting software in corporate-performance-management (1), Excel-based models in cash-flow-forecasting (1), Exeboard in board-portals (1), Expensify Bill Pay in business-bill-pay (1), Expent in supplier-management (1), Experian App (IdentityWorks) in b2b-credit-management (1), Experian Boost in b2b-credit-management (1), Experian Business Credit Risk Management in b2b-credit-management (1), Experian BusinessIQ in b2b-credit-management (1), Experian CreditWorks in b2b-credit-management (1), EyesClear in aml-and-transaction-monitoring (1), FICO Falcon Analytics in aml-and-transaction-monitoring (1), FICO Siron in aml-and-transaction-monitoring (1), FISPAN in cash-flow-forecasting (1), FLEXIS HK in contractor-payments (1), FMIS Asset Management in fixed-asset-accounting (1), FOSSBilling in invoicing-software (1), FTSE Russell in esg-and-carbon-reporting (1), Facebook Marketplace in procure-to-pay (1), FactSet Truvalue Labs in esg-and-carbon-reporting (1), Fairbanc in b2b-bnpl-and-net-terms (1), FastFactura in global-e-invoicing-compliance (1), FatturaWeb in global-e-invoicing-compliance (1), Fazeshift's accounts receivable agents in ai-accounting-assistants (1), Fei Protocol in stablecoin-platforms (1), Fidelity NetBenefits in cap-table-management (1), Field Materials in strategic-sourcing (1), FieldAware in professional-services-automation (1), Fifth Third Bancorp in business-banking (1), FinanceOS in fpa-platforms (1), Financial Education Services (FES) in b2b-credit-management (1), Finovia in global-e-invoicing-compliance (1), Finta in financial-modeling-and-scenario-planning (1), Fintech Acquisition Corp in accounts-receivable-automation (1), Finvert in b2b-payment-acceptance (1), First Digital USD (FDUSD) in stablecoin-platforms (1), First Fed Bank in business-banking (1), First National Bank of Lindsay, Oklahoma in business-banking (1), Fiserv Recon in account-reconciliation (1), Fivo in stablecoin-platforms (1), Fixed Asset Manager (QuickBooks Desktop) in fixed-asset-accounting (1), FlexRFP in strategic-sourcing (1), Fluence in corporate-tax-provision (1), Fondo TaxPass in corporate-tax-provision (1), Fortress Commerce in chargeback-management (1), Fraud Filter in ecommerce-fraud-prevention (1), Fraudulytics in ecommerce-fraud-prevention (1), Freelancer.com in contractor-payments (1), Fullsteam in embedded-payments-platforms (1), Functionpoint in professional-services-automation (1), Fynamics in global-e-invoicing-compliance (1), G2 Learning Hub in procure-to-pay (1), GLPI in fixed-asset-accounting (1), GRESB in esg-and-carbon-reporting (1), GRI (Global Reporting Initiative) in esg-and-carbon-reporting (1), GTCO in telecom-expense-management (1), GUSD in stablecoin-platforms (1), Gate 1 Travel in corporate-travel-management (1), Generic ERP Revenue Modules (Without ASC 606/IFRS 15 Specialization) in revenue-recognition (1), Generic Spreadsheet Solutions (Excel/Google Sheets) in lease-accounting (1), Generic project-management tools or spreadsheets in financial-close-management (1), GetGoing in corporate-travel-management (1), GetGoing Travel in corporate-travel-management (1), GitHub/Stack Overflow in strategic-sourcing (1), Glid (formerly Kashio) in cash-application (1), Global Travel International in corporate-travel-management (1), GlobalSources in procure-to-pay (1), GoComet in treasury-management-systems (1), Goodwings in corporate-travel-management (1), Google Cloud Marketplace in merchants-of-record (1), Google Docs template + PayPal link in invoicing-software (1), Google Sheets or Microsoft Excel in fpa-platforms (1), Google Workspace for Nonprofits in board-portals (1), Governance at Work in entity-management (1), GraphiteConnect in supplier-management (1), Grata in strategic-sourcing (1), Gravity in esg-and-carbon-reporting (1), Greenstone in esg-and-carbon-reporting (1), Grow in board-and-investor-reporting (1), Gusto Contractor Payments in contractor-payments (1), HSBC Small Business Banking Account in business-banking (1), HSP Group (GateWay Entities) in entity-management (1), HYP in financial-consolidation (1), Hackolade in financial-modeling-and-scenario-planning (1), Happay in corporate-travel-management (1), HappyRobot in accounts-receivable-automation (1), Hawk AML in aml-and-transaction-monitoring (1), HelloSign in financial-close-management (1), HelloSign / Dropbox Sign in financial-close-management (1), HeroHunt.ai in strategic-sourcing (1), HiBob HRIS in corporate-performance-management (1), Hibernate in financial-modeling-and-scenario-planning (1), High Radius in treasury-management-systems (1), HighRadius AR automation in cash-application (1), HighRadius Accounts Receivable Software in cash-application (1), HighRadius Deductions Management in chargeback-management (1), HighRadius RadiusOne in accounts-receivable-automation (1), HighRadius RadiusOne AR Suite in accounts-receivable-automation (1), HighRadius Resolve in chargeback-management (1), HighRadius's RadiusOne in b2b-credit-management (1), Homegrown Spreadsheets (Excel/Access) in fixed-asset-accounting (1), Hoopladoopla in rebate-management (1), Horizon ERP in erp-systems (1), House Blend in sec-and-disclosure-reporting (1), Houseblend Bridge in sec-and-disclosure-reporting (1), HubSpot Invoicing in invoicing-software (1), Hunyuan3D in financial-modeling-and-scenario-planning (1), Hyperbots in ai-accounting-assistants (1), Hyperspace in board-and-investor-reporting (1), IBM InfoSphere QualityStage in account-reconciliation (1), IBM Maximo Real Estate / TRIRIGA in lease-accounting (1), IBM OpenPages Cloud Pak in internal-controls-and-sox (1), IDShield in b2b-credit-management (1), IDX in ecommerce-fraud-prevention (1), IFS Cloud ERP in erp-systems (1), IMIS in fixed-asset-accounting (1), IPQualityScore / IPQS in ecommerce-fraud-prevention (1), IRS Free File in corporate-tax-provision (1), Indirect Edge in corporate-tax-provision (1), InflowPay in merchants-of-record (1), Infor CloudSuite Distribution in erp-systems (1), Infor M3 ERP in erp-systems (1), Informatica Data Quality in account-reconciliation (1), Instarem in cross-border-payments-and-fx (1), Intensify in accounts-receivable-automation (1), Intercompany Software (Intercompany Corporate Edition) in transfer-pricing (1), Intersolve (via Konekti) in global-e-invoicing-compliance (1), Intra Pricing Solutions in transfer-pricing (1), Intralinks DealCentre in virtual-data-rooms (1), Intuit in erp-systems (1), Intuit in sales-tax-automation (1), Intuit (QuickBooks) in invoicing-software (1), Intuit AI in ai-accounting-assistants (1), Intuit Enterprise Suite's accounting agent in ai-accounting-assistants (1), Intuit Lacerte in corporate-tax-provision (1), Intuit Lacerte Tax in corporate-tax-provision (1), Intuit ProConnect Tax Provisions in corporate-tax-provision (1), Intuit TurboTax for Business in corporate-tax-provision (1), Investor relations software from sourceforge.net in board-and-investor-reporting (1), InvoiceCloud in invoicing-software (1), Invoiced (by Flywire) — CashMatch AI in cash-application (1), Invoncify in invoicing-software (1), Ironclad in supplier-management (1), Itemtopia in fixed-asset-accounting (1), JAGGAER Supplier Management & Performance in supplier-management (1), JD Edwards World in erp-systems (1), JPMorgan Corporate Card in corporate-cards (1), Jaggaer Supplier Management in supplier-management (1), Jobin.cloud in strategic-sourcing (1), June in saas-metrics-and-analytics (1), Juspay Technologies Private Private Limited in payment-orchestration-platforms (1), KASPR in strategic-sourcing (1), KPMG TaxPro in corporate-tax-provision (1), KPMG-style advisory-led solutions in transfer-pricing (1), Kaizen Asset Manager in fixed-asset-accounting (1), Kardas in cash-flow-forecasting (1), Keka in professional-services-automation (1), Kenna in business-bill-pay (1), Key Metrics in saas-metrics-and-analytics (1), KeyBank in business-banking (1), Kill Bill in payment-orchestration-platforms (1), Kira Systems in financial-close-management (1), Kiwi.com in corporate-travel-management (1), Klarna B2B in b2b-bnpl-and-net-terms (1), Kleap in cap-table-management (1), Klevin in financial-consolidation (1), Kordis in cash-flow-forecasting (1), Kount, now Equifax in ecommerce-fraud-prevention (1), Kretio in fpa-platforms (1), KuCoin in cross-border-payments-and-fx (1), KuCoin in stablecoin-platforms (1), Kurv in chargeback-management (1), KwikLedgers in accounting-software (1), Kyriba Essentials for Mid-Market in cash-flow-forecasting (1), Körber (formerly Zycus) in strategic-sourcing (1), LOIS in lease-accounting (1), LSEG (formerly Refinitiv) in esg-and-carbon-reporting (1), LTSE in cap-table-management (1), Lattice Performance in corporate-performance-management (1), LeanPay in b2b-credit-management (1), Lease Insight in lease-accounting (1), LeaseWave in lease-accounting (1), Leasesync in lease-accounting (1), Ledgerage in lease-accounting (1), Ledgy Free Plan in cap-table-management (1), Ledn in stablecoin-platforms (1), Legally in entity-management (1), Lendio in b2b-bnpl-and-net-terms (1), LightSource in strategic-sourcing (1), Logility in treasury-management-systems (1), Longview Tax, insightsoftware in corporate-tax-provision (1), Lovat E-Invoicing in global-e-invoicing-compliance (1), Lucinity in aml-and-transaction-monitoring (1), Lumanu in contractor-payments (1), MDM Telecom in telecom-expense-management (1), MPulse Fixed Assets in fixed-asset-accounting (1), MSCI ESG Research in esg-and-carbon-reporting (1), Made-in-China.com in procure-to-pay (1), Major Bank Apps in business-bill-pay (1), MakerDAO (DAI) in stablecoin-platforms (1), MakerDAO / Sky (DAI, now also USDS in the Sky ecosystem) in stablecoin-platforms (1), MakerDAO/Sky's DAI/USDS in stablecoin-platforms (1), Manus (AI Receipt Tracker) in ai-accounting-assistants (1), Marathon Platinum Rewards in corporate-cards (1), Marqit in embedded-payments-platforms (1), Matomo in saas-metrics-and-analytics (1), Maven: Transfer Pricing in transfer-pricing (1), Maverick Payments in chargeback-management (1), Maximo (IBM) in fixed-asset-accounting (1), Maxio Revenue Recognition in revenue-recognition (1), Maya in financial-modeling-and-scenario-planning (1), McLeod in treasury-management-systems (1), MeRLIN Sourcing in strategic-sourcing (1), Measurabl in esg-and-carbon-reporting (1), Mekorma TEM in telecom-expense-management (1), MemberCheck in aml-and-transaction-monitoring (1), MercuryGate TMS in treasury-management-systems (1), Meshy in financial-modeling-and-scenario-planning (1), MetaMask in stablecoin-platforms (1), MetricStream Enterprise GRC in internal-controls-and-sox (1), MetricSuite (by MetricStream) in internal-controls-and-sox (1), Microsoft 365 Copilot in ai-accounting-assistants (1), Microsoft AX in erp-systems (1), Microsoft Dynamics 365 Asset leasing in lease-accounting (1), Microsoft Dynamics 365 Finance – Native Revenue Recognition in revenue-recognition (1), Microsoft Dynamics AX 2012 in erp-systems (1), Microsoft Dynamics SL 2018 in erp-systems (1), Microsoft Dynamics legacy AX/NAV/Great Plains in erp-systems (1), Microsoft Power Query (Get & Transform) in financial-consolidation (1), Microsoft Project with Project Server/cloud in corporate-performance-management (1), Microsoft SharePoint in board-portals (1), MidPay by F6S in chargeback-management (1), Mindsprint in procure-to-pay (1), MineralTree, a Global Payments company in accounts-payable-automation (1), Mint Bills in business-bill-pay (1), Mirakl in procure-to-pay (1), Mission Control in entity-management (1), Miter in contractor-payments (1), MobilX in telecom-expense-management (1), MobilityCentral by Visage Mobile in telecom-expense-management (1), Model ML in b2b-credit-management (1), Modulr in cross-border-payments-and-fx (1), Monarch Money in b2b-credit-management (1), MonduCard in b2b-bnpl-and-net-terms (1), Moody's ESG Solutions in esg-and-carbon-reporting (1), Moon Invoice in global-e-invoicing-compliance (1), MoonPay Commerce in stablecoin-platforms (1), MoonPay Merchant in stablecoin-platforms (1), Morgan Stanley at Work's Shareworks in cap-table-management (1), Morpho in stablecoin-platforms (1), Mt. Gox in stablecoin-platforms (1), MuchBetter in b2b-payment-acceptance (1), MuleSoft in global-e-invoicing-compliance (1), Multiplier.com in contractor-payments (1), Murex (MX.3) in treasury-management-systems (1), MyCheckFree in business-bill-pay (1), MyCreditHealth in b2b-credit-management (1), NICE Actimize Suspicious Activity Monitoring, SAM in aml-and-transaction-monitoring (1), Naehas Disclosure Management in sec-and-disclosure-reporting (1), National Debt Relief in financial-consolidation (1), Ncontracts in supplier-management (1), Net Zero Cloud by Salesforce in esg-and-carbon-reporting (1), NetGain Technology Solutions in fixed-asset-accounting (1), NetSpark IP & Telecom in telecom-expense-management (1), NetSuite ... built-in Fixed Asset Management (FAM) module in fixed-asset-accounting (1), NetSuite FA in fixed-asset-accounting (1), NetSuite Fixed Asset Module in fixed-asset-accounting (1), NetSuite Planning and Budgeting - NSPB in fpa-platforms (1), NetSuite Procurement in procure-to-pay (1), NetSuite SuiteAnswer in global-e-invoicing-compliance (1), NetSuite SuitePlanning in fpa-platforms (1), NetSuite analytics in financial-reporting-and-dashboards (1), NetSuite built-in tools in cash-flow-forecasting (1), NetSuite's revenue management module in revenue-recognition (1), NetSuite’s built-in cash application module in cash-application (1), NetSuite’s rebate tools in rebate-management (1), Netgain's NetAsset in fixed-asset-accounting (1), Netgain's NetLease in lease-accounting (1), Netsize in cash-application (1), Nexo in stablecoin-platforms (1), Nipendo Ltd. in global-e-invoicing-compliance (1), Nomos One in lease-accounting (1), Norbr in payment-orchestration-platforms (1), Norkom in aml-and-transaction-monitoring (1), Norman (Germany-specific) in global-e-invoicing-compliance (1), NorthRow in aml-and-transaction-monitoring (1), Novaworks (GoFiler) in sec-and-disclosure-reporting (1), Nume in board-and-investor-reporting (1), Numeric's Essentials package in financial-close-management (1), Nummuspay in b2b-payment-acceptance (1), Nvelop in strategic-sourcing (1), OAN in cash-application (1), OCTA in ai-accounting-assistants (1), ONESOURCE Statutory Reporting in corporate-tax-provision (1), ONESOURCE Uncertain Tax Positions in corporate-tax-provision (1), ONLYOFFICE DocSpace in virtual-data-rooms (1), Octoboard in financial-reporting-and-dashboards (1), OhentPay in cross-border-payments-and-fx (1), Okimia in treasury-management-systems (1), Okta in internal-controls-and-sox (1), OmegaCube Technologies in erp-systems (1), OnDeck in business-banking (1), Onalytica in board-and-investor-reporting (1), Onda in b2b-bnpl-and-net-terms (1), One Source’s Communications Lifecycle Management (CLM) in telecom-expense-management (1), OneWorldX in corporate-tax-provision (1), Oneforma in contractor-payments (1), Onfido in aml-and-transaction-monitoring (1), Onguard CreditManager in b2b-credit-management (1), Ontra in sec-and-disclosure-reporting (1), Onventis in procure-to-pay (1), OpenGRC in internal-controls-and-sox (1), OpenGov Procurement in procure-to-pay (1), OpenProcurement in strategic-sourcing (1), Openlink in treasury-management-systems (1), Opodo / Opodo Prime in corporate-travel-management (1), Opstream in procure-to-pay (1), OptiMax TEM in telecom-expense-management (1), Oracle Cash Processing / Cash Processing Agent in cash-application (1), Oracle Cloud financials / Cash Management in treasury-management-systems (1), Oracle Core in treasury-management-systems (1), Oracle Data Quality in financial-consolidation (1), Oracle EPM Tax Reporting Cloud in corporate-tax-provision (1), Oracle Enterprise Data Quality in account-reconciliation (1), Oracle FA in fixed-asset-accounting (1), Oracle FCC in financial-consolidation (1), Oracle Financial Services Analytics / Oracle Mantas in aml-and-transaction-monitoring (1), Oracle Financial Services FCCM in aml-and-transaction-monitoring (1), Oracle Fusion Lease Accounting in lease-accounting (1), Oracle Fusion Procurement in supplier-management (1), Oracle Hyperion Profitability and Cost Management (HPCM) in corporate-performance-management (1), Oracle NetSuite PSA in professional-services-automation (1), Oracle NetSuite SuiteProjects / SuiteProjects Pro in professional-services-automation (1), Oracle NetSuite SuiteProjects Pro in professional-services-automation (1), Oracle NetSuite Supplier Lifecycle Management in expense-management (1), Oracle Reconciliation Cloud in account-reconciliation (1), Oracle Tax in corporate-tax-provision (1), Oracle Taxation in transfer-pricing (1), Orbitax International Tax Platform in corporate-tax-provision (1), Order Insight in chargeback-management (1), Orderwise in supplier-management (1), Osfin.ai in account-reconciliation (1), Oxalys in procure-to-pay (1), Oxygen Banking in business-banking (1), PAXG in stablecoin-platforms (1), PCS in treasury-management-systems (1), PNC Business Checking in business-banking (1), PRM360 in strategic-sourcing (1), PTPowerPlan in corporate-tax-provision (1), Pactum in strategic-sourcing (1), Panda RMS (formerly ProfitStar) in rebate-management (1), Papertools in ai-accounting-assistants (1), Paradigm in contractor-payments (1), Parallax in professional-services-automation (1), Parse in fpa-platforms (1), Paxos USDG / USDP (Pax Dollar) in stablecoin-platforms (1), PayLaterr in business-bill-pay (1), PayNearMe in business-bill-pay (1), PayPal Business Bill Pay in business-bill-pay (1), PayPal Zettle in embedded-payments-platforms (1), PayPal for Platforms / PayPal Complete Payments Platform in embedded-payments-platforms (1), PayPal’s invoicing in global-e-invoicing-compliance (1), PayRequest in accounts-payable-automation (1), PayTrace in b2b-payment-acceptance (1), PayU Hub (formerly Zooz) in payment-orchestration-platforms (1), Payapps in contractor-payments (1), Paychex Flex in contractor-payments (1), Payer in b2b-payment-acceptance (1), Paylocity Spend in spend-management-platforms (1), Paylocity's Airbase in corporate-cards (1), Paymend in payment-orchestration-platforms (1), Payment Depot in b2b-payment-acceptance (1), Paymentus, formerly Finovera in business-bill-pay (1), Paymerang in accounts-payable-automation (1), Paymode-X in accounts-payable-automation (1), Payneteasy in payment-orchestration-platforms (1), Payomatix in payment-orchestration-platforms (1), Payscape Advisors in b2b-payment-acceptance (1), Paysend in cross-border-payments-and-fx (1), Paysimple Inc. (EverCommerce) in global-e-invoicing-compliance (1), Paytiko in payment-orchestration-platforms (1), Peakflo in accounts-receivable-automation (1), Penny in procure-to-pay (1), Pentaho Business Intelligence in financial-reporting-and-dashboards (1), PeopleSoft Classic in erp-systems (1), Pepper Pay in b2b-payment-acceptance (1), Peppol access in global-e-invoicing-compliance (1), Personal Capital in expense-management (1), PhantomBuster in strategic-sourcing (1), Pinecone in cash-flow-forecasting (1), Pipeline CRM in financial-close-management (1), PlanA in esg-and-carbon-reporting (1), Plika in fpa-platforms (1), Plotly Dash Enterprise in financial-reporting-and-dashboards (1), PocketGuard in business-bill-pay (1), Power My Analytics in saas-metrics-and-analytics (1), PowerApps in entity-management (1), PowerSchool’s PowerSource in board-portals (1), Precisely Data360 in account-reconciliation (1), Princeton TMX in treasury-management-systems (1), Prisma in financial-modeling-and-scenario-planning (1), PrivacyGuard in b2b-credit-management (1), ProSeries Fixed Assets Manager in fixed-asset-accounting (1), ProSeries/Bloomberg in fixed-asset-accounting (1), ProcessGene GRC Software in internal-controls-and-sox (1), ProcureWare in strategic-sourcing (1), Procure杖 in strategic-sourcing (1), Procuri in supplier-management (1), Productive Essential in professional-services-automation (1), ProfitLine in telecom-expense-management (1), ProfitWell, now part of Paddle in saas-metrics-and-analytics (1), Profitbase EPM in corporate-performance-management (1), Project Insight in professional-services-automation (1), Project Insight (PI) in corporate-performance-management (1), Project-open in professional-services-automation (1), ProjectManager in corporate-performance-management (1), Propertyware in lease-accounting (1), Proqura in strategic-sourcing (1), Proven Optics in telecom-expense-management (1), Provenox in b2b-bnpl-and-net-terms (1), Puzzle IO in financial-close-management (1), QOBRA in fpa-platforms (1), Qntrl in account-reconciliation (1), Qoin in embedded-payments-platforms (1), Qoorp in cap-table-management (1), Qotid in treasury-management-systems (1), Qualia in financial-close-management (1), Quantera Global in transfer-pricing (1), Quasa (Clearview) in telecom-expense-management (1), Quianni in global-e-invoicing-compliance (1), QuickBooks *Desktop* in accounting-software (1), QuickBooks Commerce in contractor-payments (1), QuickBooks Enterprise Payment Gateway in global-e-invoicing-compliance (1), QuickBooks Online Advanced fixed assets in fixed-asset-accounting (1), QuickBooks Workforce in contractor-payments (1), QuickBooks basic revenue scheduling in revenue-recognition (1), QuickBooks or Xero in account-reconciliation (1), Quicken Bill Pay in business-bill-pay (1), Qvalia Connect Small in global-e-invoicing-compliance (1), Qwilr in financial-close-management (1), Raccoon in professional-services-automation (1), Radar in ecommerce-fraud-prevention (1), RadiusPoint – ExpenseLogic in telecom-expense-management (1), Raindrop Systems in supplier-management (1), Ramp AI in ai-accounting-assistants (1), Rapyd Embedded Fintech / Rapyd Platforms in embedded-payments-platforms (1), RebateMe in rebate-management (1), Rebatesme.com in rebate-management (1), ReceiptsAI in ai-accounting-assistants (1), ReceiptsBot in ai-accounting-assistants (1), ReceivablesPlus in accounts-receivable-automation (1), Recurly – Legacy Revenue Recognition in revenue-recognition (1), Refinitiv ESG in esg-and-carbon-reporting (1), Regions Bank in business-banking (1), Reimber in accounts-receivable-automation (1), Remittix.io in cross-border-payments-and-fx (1), Replicon PSA in professional-services-automation (1), Republic First Bank in business-banking (1), Request Network in stablecoin-platforms (1), Retriever in fpa-platforms (1), Revantage in rebate-management (1), Revenue Recognition App (by RevRec) in revenue-recognition (1), Revenue.io in revenue-recognition (1), Revio in revenue-recognition (1), Rho Invoicing in invoicing-software (1), Rho Platinum in corporate-cards (1), Ripple USD (RLUSD) in stablecoin-platforms (1), Risk Ledger in supplier-management (1), RiskWatch SOX Compliance in internal-controls-and-sox (1), Rodin in financial-modeling-and-scenario-planning (1), RollingFunds in b2b-bnpl-and-net-terms (1), Rundit in board-and-investor-reporting (1), Ryan Tax Technology in corporate-tax-provision (1), Ryan Transfer Pricing (formerly ONESOURCE Transfer Pricing) in transfer-pricing (1), Ryft in embedded-payments-platforms (1), Ryze in account-reconciliation (1), S&P Global CSA in esg-and-carbon-reporting (1), S&P Global Credit Risk Solutions in b2b-credit-management (1), S&P Global Sustainable1 in esg-and-carbon-reporting (1), SAI360 SOX Compliance in internal-controls-and-sox (1), SAP Ariba Strategic Sourcing Suite in strategic-sourcing (1), SAP Ariba Supplier Risk in supplier-management (1), SAP Asset Manager in fixed-asset-accounting (1), SAP BTM in transfer-pricing (1), SAP Business Suite 7 (ECC) in accounting-software (1), SAP Business Technology Platform (BTP) in transfer-pricing (1), SAP Digital Currency Hub in stablecoin-platforms (1), SAP ESG in esg-and-carbon-reporting (1), SAP Financial Close apps in financial-close-management (1), SAP Financial Closing in account-reconciliation (1), SAP GRC Access Control in internal-controls-and-sox (1), SAP MDG Consolidation in financial-consolidation (1), SAP S/4HANA Consolidation / SAP Financial Consolidation-related capabilities in financial-consolidation (1), SAP S/4HANA TM in treasury-management-systems (1), SAP Settlement Management / SAP Condition Contract Settlement in rebate-management (1), SAP TP in transfer-pricing (1), SAP Tax & Oracle Financials Tax in corporate-tax-provision (1), SAP Transfer Price Management / S/4HANA in transfer-pricing (1), SAP modules in transfer-pricing (1), SAP or Oracle controls tools in internal-controls-and-sox (1), SAP or Oracle native capabilities in rebate-management (1), SAS Institute in aml-and-transaction-monitoring (1), SAS Institute in b2b-credit-management (1), SASB (Sustainability Accounting Standards Board) in esg-and-carbon-reporting (1), SBS Vendor Management in supplier-management (1), SEC EDGAR Filing Services (edgar-services.com) in sec-and-disclosure-reporting (1), SIM (Supplier Information Management) Systems in supplier-management (1), SMPLR in crypto-accounting (1), SS&C Intralinks DealCentre AI / VDRPro in virtual-data-rooms (1), STEP ESG Resources in esg-and-carbon-reporting (1), Sage 50 Accounting in account-reconciliation (1), Sage Fixed Assets Management in fixed-asset-accounting (1), Sage Intacct Close Automation in financial-close-management (1), Sage Intacct Finance Intelligence Agent in ai-accounting-assistants (1), Sage Intacct or Zone (NetSuite add-on) in account-reconciliation (1), Sage Intinct in lease-accounting (1), Sage Supply Chain Intelligence in strategic-sourcing (1), Sage X3 or Intacct in erp-systems (1), Sales Tax Bot (SBT) in sales-tax-automation (1), Salesflare in financial-close-management (1), Salesforce Consumer Goods Cloud in rebate-management (1), Salesforce Net Zero in esg-and-carbon-reporting (1), Salesforce Professional Services in professional-services-automation (1), Salesforce Professional Services Cloud / Certinia PS Cloud in professional-services-automation (1), Salesforce reports in financial-reporting-and-dashboards (1), Salmon Treasurer (Salmon Software) in treasury-management-systems (1), ScaleFactor in ai-accounting-assistants (1), ScoreSense in b2b-credit-management (1), Scorechain in aml-and-transaction-monitoring (1), Scrut in internal-controls-and-sox (1), Secfi in cap-table-management (1), Security Service FCU in business-banking (1), Self in b2b-credit-management (1), Sendsii in cross-border-payments-and-fx (1), Sendwave in cross-border-payments-and-fx (1), Sensiba – SOX Quest in internal-controls-and-sox (1), Sensus Tech in payment-orchestration-platforms (1), Sentinel™ by Truth Technologies in aml-and-transaction-monitoring (1), Sheetgo in corporate-performance-management (1), Shift4 in payment-orchestration-platforms (1), ShipBob in treasury-management-systems (1), Siebel in erp-systems (1), Sievo in supplier-management (1), SignEasy in financial-close-management (1), Simetrik in account-reconciliation (1), Simpl in accounts-payable-automation (1), Simple Analytics in saas-metrics-and-analytics (1), Simple Start in crypto-accounting (1), SimpleBills in business-bill-pay (1), Simplifi by Quicken in business-bill-pay (1), Singer in financial-consolidation (1), Sky (formerly MakerDAO; USDS ~$9-10B and DAI ~$4.6B) in stablecoin-platforms (1), Sky Dollar (USDS / formerly DAI) in stablecoin-platforms (1), Sky Protocol / USDS in stablecoin-platforms (1), Skyflare in ecommerce-fraud-prevention (1), Small World Money Transfer (Choice Money Transfer) in cross-border-payments-and-fx (1), SnapLogic in financial-consolidation (1), Snappy Supplier in supplier-management (1), Societ My Board View in board-and-investor-reporting (1), SoftPro in transfer-pricing (1), Solid Financial Technologies in b2b-payment-acceptance (1), Solid Financial Technologies (Solid) in embedded-payments-platforms (1), Sonar in financial-close-management (1), Soroco in telecom-expense-management (1), SourceScrub in strategic-sourcing (1), SourceWhale in strategic-sourcing (1), Sourcing Force - eProcurement in procure-to-pay (1), Sovos Compliance in sales-tax-automation (1), Sovos TP in transfer-pricing (1), Sovos, formerly Taxify in sales-tax-automation (1), Spark.money in crypto-accounting (1), SparkLayer in invoicing-software (1), SparkReceipt in ai-accounting-assistants (1), SpendControl in account-reconciliation (1), Spendful in accounts-payable-automation (1), Spherion in transfer-pricing (1), Spotlight in ai-accounting-assistants (1), Spreadsheet / Excel / Google Sheets in cash-flow-forecasting (1), Spreadsheet-Based Revenue Recognition in revenue-recognition (1), Spreadsheet-Based or Manual Systems in entity-management (1), Sprintque in b2b-bnpl-and-net-terms (1), Sprout Invoices in invoicing-software (1), Square Connect (Block Marketplace API) in embedded-payments-platforms (1), Square Connect / Block Marketplace API in embedded-payments-platforms (1), Square for Marketplaces in embedded-payments-platforms (1), Square for Platforms in embedded-payments-platforms (1), Square for Retail in accounts-receivable-automation (1), SquarePeg in strategic-sourcing (1), Standard Metrics, formerly Quaestor, in board-and-investor-reporting (1), Starter (Lunos AI) in payment-orchestration-platforms (1), StoneX in cross-border-payments-and-fx (1), Stripe Issuing in corporate-cards (1), Stripe Issuing in embedded-payments-platforms (1), Stripe Payment Facilitation / Stripe Connect in embedded-payments-platforms (1), Stripe Smart Routes in payment-orchestration-platforms (1), Stripe's built-in tools in chargeback-management (1), Stripe's native Revenue Recognition in revenue-recognition (1), Stuut Cash Application in cash-application (1), Sublevel in saas-metrics-and-analytics (1), SuccessPro in professional-services-automation (1), Sumday in esg-and-carbon-reporting (1), SunGard/Prophix in treasury-management-systems (1), Sundance Payment Solutions in b2b-payment-acceptance (1), Supernomial (t0 / TP Warehouse) in transfer-pricing (1), Supernomial t0 in transfer-pricing (1), SupplierSoft in supplier-management (1), SupplyPike in chargeback-management (1), Sustainalytics, a Morningstar company in esg-and-carbon-reporting (1), Switch in embedded-payments-platforms (1), SymphonyAI Financial Services / NetReveal in aml-and-transaction-monitoring (1), SyncWith in financial-reporting-and-dashboards (1), Syntellis in fpa-platforms (1), Synthetix USD (sUSD) in stablecoin-platforms (1), TCFD (Task Force on Climate-related Financial Disclosures) in esg-and-carbon-reporting (1), TRES, now part of Fireblocks in crypto-accounting (1), TRIRIGA/Maximo in lease-accounting (1), TSB Business Banking in business-banking (1), TSYS in embedded-payments-platforms (1), TUNE in merchants-of-record (1), TYASuite Procurement Software in procure-to-pay (1), Tabby in b2b-bnpl-and-net-terms (1), Tableau Cloud in saas-metrics-and-analytics (1), TakePublic in sec-and-disclosure-reporting (1), Talend Data Quality in account-reconciliation (1), Tamara in b2b-bnpl-and-net-terms (1), Tango Lease in lease-accounting (1), Tangoe – Tangoe One in telecom-expense-management (1), Tax Technologies Inc. (TTI) - TaxSeries in corporate-tax-provision (1), Tax Technologies’ Provision module in corporate-tax-provision (1), TaxSeries (by Tax Technology Inc.) in corporate-tax-provision (1), Taxdoo in global-e-invoicing-compliance (1), Taxprep in corporate-tax-provision (1), Tealbook in supplier-management (1), Tealstreet in crypto-accounting (1), Teams in board-and-investor-reporting (1), Technoheaven TMS in corporate-travel-management (1), Telesign in ecommerce-fraud-prevention (1), Template.net in esg-and-carbon-reporting (1), Temprix in telecom-expense-management (1), Terra/UST-style coins in stablecoin-platforms (1), Textura in contractor-payments (1), The BILL Divvy Card in corporate-cards (1), The Blue Business® Plus Credit Card from American Express in corporate-cards (1), The Retail Exec in rebate-management (1), The Zanders Transfer Pricing Suite in transfer-pricing (1), Thomson Reuters Corptax Provision in corporate-tax-provision (1), Thomson Reuters SalesTax in sales-tax-automation (1), Thousand Eyes in embedded-payments-platforms (1), Tierion in supplier-management (1), Tillr in b2b-bnpl-and-net-terms (1), Tipalti Expense in corporate-travel-management (1), Tipalti Supplier Management in supplier-management (1), Tipalti Treasury/Statement in cash-flow-forecasting (1), TomoBoost in b2b-credit-management (1), Toppan Merrill's Bridge in sec-and-disclosure-reporting (1), Total Telecom Management by MCL Systems in telecom-expense-management (1), Totvs in global-e-invoicing-compliance (1), TradeCredit.ca in b2b-credit-management (1), TradeEdge in procure-to-pay (1), Traditional (e.g., Capital One Spark) in corporate-cards (1), Traditional Banks via SWIFT Transfers in cross-border-payments-and-fx (1), Trafalgar Tours in corporate-travel-management (1), Traild Pay in b2b-payment-acceptance (1), TransUnion TrueCredit in b2b-credit-management (1), Transcepta LLC in global-e-invoicing-compliance (1), Transfer Pricing Toolkit in transfer-pricing (1), TransferGo in cross-border-payments-and-fx (1), Transplace in transfer-pricing (1), Tranzzo in payment-orchestration-platforms (1), Tratta in accounts-receivable-automation (1), Travelopro in corporate-travel-management (1), Tray.io in global-e-invoicing-compliance (1), Trever in crypto-accounting (1), TribePay in cash-application (1), Trimble in treasury-management-systems (1), Trimble TMS in treasury-management-systems (1), Trimble TMW in treasury-management-systems (1), Trintech – Cadency / Adra in account-reconciliation (1), Trio in payment-orchestration-platforms (1), Tripo in financial-modeling-and-scenario-planning (1), Tron (USDD ~$1.5B) in stablecoin-platforms (1), True Commerce in global-e-invoicing-compliance (1), TrueBill (now Rocket Money) in business-bill-pay (1), Truebill in chargeback-management (1), Truist Bank in business-banking (1), TrustDecision in ecommerce-fraud-prevention (1), Turboboost in saas-metrics-and-analytics (1), U.S. Bank Bill Pay in business-bill-pay (1), U.S. Tax Corporation (USTax) in corporate-tax-provision (1), USD1 – World Liberty Financial in stablecoin-platforms (1), USDS – Sky, ex-MakerDAO in stablecoin-platforms (1), USDX in stablecoin-platforms (1), USDe – Ethena in stablecoin-platforms (1), Uber Freight (Transplace) in treasury-management-systems (1), Undebt.it in b2b-credit-management (1), UniTeller in cross-border-payments-and-fx (1), Unit4 PSA in professional-services-automation (1), UpClear BluePlanner in rebate-management (1), UpClear Trade Promotion Management in rebate-management (1), Upland Software – Cimpl in telecom-expense-management (1), Uplift in b2b-bnpl-and-net-terms (1), Valicom's Clearview in telecom-expense-management (1), Vancera in revenue-recognition (1), Vasario (formerly Finexware) in accounts-payable-automation (1), Velixo in financial-reporting-and-dashboards (1), Velocity in b2b-bnpl-and-net-terms (1), Velocity Global in contractor-payments (1), Vena Solutions ESG Template in esg-and-carbon-reporting (1), Venator/KPMG in corporate-tax-provision (1), Vendavo Rebates in rebate-management (1), Vendorapp in supplier-management (1), Verifex in aml-and-transaction-monitoring (1), Veriforce (Cegid) in sec-and-disclosure-reporting (1), Verifys in corporate-tax-provision (1), Verint in telecom-expense-management (1), Vertex Tax Technology in sales-tax-automation (1), Vetracount in board-and-investor-reporting (1), Visa CyberSource in payment-orchestration-platforms (1), Visa DPS Dispute Management in chargeback-management (1), Visa Dispute Optimization Service in chargeback-management (1), Visa Resolve / Visa Resolve Online (VROL) in chargeback-management (1), Vizule in financial-modeling-and-scenario-planning (1), Volopay Card in corporate-cards (1), Voyager Digital in stablecoin-platforms (1), Vrbo in corporate-travel-management (1), Vuuv in ai-accounting-assistants (1), Waalaxy in strategic-sourcing (1), Wall Street Suite in treasury-management-systems (1), WalletHub in b2b-credit-management (1), Wavel in financial-reporting-and-dashboards (1), Wavelink in telecom-expense-management (1), Weavvy in embedded-payments-platforms (1), Wellfound in strategic-sourcing (1), Wells Fargo Initiate in business-banking (1), WidePoint Corporation's Telecom Management solution in telecom-expense-management (1), Wildcat in stablecoin-platforms (1), WinBill by TeleManagement Technologies in telecom-expense-management (1), WizPay by WizCommerce in b2b-payment-acceptance (1), Wizely in expense-management (1), Wolters Kluoner CCH Axcess (Provisioning) in corporate-tax-provision (1), Wolters Kluvox (CCH) in corporate-tax-provision (1), Wolters Kluwer CCH Axcess Tax / ProSystem in corporate-tax-provision (1), Wolters Kluwer CCH Tagetik Operational Transfer Pricing in transfer-pricing (1), Wolters Kluwer TeamMate Controls in internal-controls-and-sox (1), Wolters Kluwig CCH in transfer-pricing (1), WooCommerce Anti-Fraud Extension in ecommerce-fraud-prevention (1), Workamajig in professional-services-automation (1), Workday Adaptive Planning, now Adaptive Insights in corporate-performance-management (1), Workday Buying & Sourcing in supplier-management (1), Workday Revenue Center in revenue-recognition (1), Workday's native Accounting Agent in ai-accounting-assistants (1), World First in cross-border-payments-and-fx (1), World Liberty Financial USD (USD1) in stablecoin-platforms (1), Worldpay's PayFac Developer tier in embedded-payments-platforms (1), Wyllo, formerly NoFraud in ecommerce-fraud-prevention (1), Xero with Lease Add-ons in lease-accounting (1), Xero – Starter Plan in accounting-software (1), Xora in strategic-sourcing (1), YITH WooCommerce Anti-Fraud in ecommerce-fraud-prevention (1), Yardi Lease Manager in lease-accounting (1), Your Bank’s Online Bill Pay in business-bill-pay (1), ZENI.AI in ai-accounting-assistants (1), Zanders Group in transfer-pricing (1), ZebraSoft in financial-consolidation (1), Zendeck in revenue-recognition (1), Zentail in rebate-management (1), Zetlin Partners in virtual-data-rooms (1), Zetta (formerly Corptax) in corporate-tax-provision (1), Zoho Finance Plus in erp-systems (1), Zohos Analytics in fpa-platforms (1), Zone Co in business-bill-pay (1), ZoneCo in accounts-payable-automation (1), Zybra in fixed-asset-accounting (1), Zycase in procure-to-pay (1), aiDoks in global-e-invoicing-compliance (1), aiiro in board-and-investor-reporting (1), aiiro from lucid.now in board-and-investor-reporting (1), annualreport.com in b2b-credit-management (1), bank's own bill pay in business-bill-pay (1), cubemos in esg-and-carbon-reporting (1), deUSD in stablecoin-platforms (1), e-Invoices Online in global-e-invoicing-compliance (1), e-Procure in strategic-sourcing (1), ecount ERP in erp-systems (1), email/Dropbox in board-and-investor-reporting (1), entitycheck.com in entity-management (1), former UST in stablecoin-platforms (1), freecreditreport.com in b2b-credit-management (1), iPayTotal in b2b-payment-acceptance (1), iShield GRC in internal-controls-and-sox (1), iTransact in b2b-credit-management (1), incentivX in rebate-management (1), incentivX/OnCentive in rebate-management (1), insightsoftware Longview Transfer Pricing in transfer-pricing (1), jaggaer.com in strategic-sourcing (1), mytrip.com / MyTrip in corporate-travel-management (1), novacly in financial-close-management (1), older SAP modules in accounts-payable-automation (1), optile in payment-orchestration-platforms (1), personal PayPal accounts in contractor-payments (1), sDAI in stablecoin-platforms (1), sUSDS in stablecoin-platforms (1), sUSDe in stablecoin-platforms (1), speedRecon in account-reconciliation (1), zLinq in telecom-expense-management (1)

Excluded by rule, 11 labels not scored:

Zipdo (3; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), GitNux (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Gitnux (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Investor reporting software from gitnux.org (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), SoftwareConnect (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), ZipDo (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Zipdo.co (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), iTechGuides (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), zipdo.co (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks)

Category-scoped resolutions, 2102 labels. A bare vendor name was read as that vendor's product for the asked category, which assigns specificity the model did not write; each one is listed so the assumption is visible:

Avalara in sales-tax-automation read as Avalara AvaTax (52), Datasite in virtual-data-rooms read as Datasite Diligence (43), Tangoe in telecom-expense-management read as Tangoe One Telecom (35), HighRadius in b2b-credit-management read as HighRadius Credit Cloud (33), Resolve in b2b-bnpl-and-net-terms read as Resolve Pay (33), Sovos in global-e-invoicing-compliance read as Sovos Compliance Network (32), Avalara in global-e-invoicing-compliance read as Avalara E-Invoicing (27), Sage Intacct in revenue-recognition read as Sage Intacct Revenue Recognition (27), BlackLine in cash-application read as BlackLine Cash Application (25), QuickBooks Online in invoicing-software read as QuickBooks (25), Adyen in embedded-payments-platforms read as Adyen for Platforms (22), NetSuite in accounting-software read as Oracle NetSuite (22), Diligent in board-portals read as Diligent Boards (21), Certinia in professional-services-automation read as Certinia Professional Services Cloud (20), Ramp Bill Pay in business-bill-pay read as Ramp (20), Payoneer in contractor-payments read as Payoneer Workforce Management (19), NetSuite in erp-systems read as Oracle NetSuite (18), Peony in virtual-data-rooms read as Peony Data Room (18), BILL in accounts-payable-automation read as BILL Accounts Payable (17), Diligent in board-and-investor-reporting read as Diligent Boards (17), Maxio in saas-metrics-and-analytics read as Maxio Metrics (17), Oracle EPM Cloud in corporate-performance-management read as Oracle Fusion Cloud EPM (17), Stripe in embedded-payments-platforms read as Stripe Connect (17), Adra by Trintech in financial-close-management read as Trintech Adra (16), BILL in accounts-receivable-automation read as BILL Accounts Receivable (16), BILL (formerly Bill.com) in accounts-payable-automation read as BILL Accounts Payable (16), Chase in business-banking read as Chase Business Banking (16), Exactera in transfer-pricing read as Exactera Transfer Pricing (16), NetSuite in invoicing-software read as NetSuite SuiteBilling (15), Prophix One in financial-consolidation read as Prophix (15), Ramp in ai-accounting-assistants read as Ramp Accounting Agent (15), Thomson Reuters ONESOURCE in corporate-tax-provision read as Thomson Reuters ONESOURCE Tax Provision (15), Vena Solutions in fpa-platforms read as Vena (15), Perk (formerly TravelPerk) in corporate-travel-management read as TravelPerk (14), QuickBooks in ai-accounting-assistants read as QuickBooks Online (14), BILL in b2b-payment-acceptance read as BILL Accounts Receivable (13), QuickBooks in financial-reporting-and-dashboards read as QuickBooks Online (13), Adra by Trintech in account-reconciliation read as Trintech Adra (11), BILL (formerly Bill.com) in b2b-payment-acceptance read as BILL Accounts Receivable (11), Epicor in erp-systems read as Epicor Kinetic (11), Infor in erp-systems read as Infor CloudSuite (11), NetSuite in ai-accounting-assistants read as Oracle NetSuite (11), PayPal in contractor-payments read as PayPal MassPay (11), Bill.com in accounts-payable-automation read as BILL Accounts Payable (10), Bill.com in b2b-payment-acceptance read as BILL Accounts Receivable (10), Corpay in cross-border-payments-and-fx read as Corpay Cross-Border Payments (10), NetSuite in fixed-asset-accounting read as Oracle NetSuite (10), Oracle Cloud EPM in corporate-performance-management read as Oracle Fusion Cloud EPM (10), Perk in corporate-travel-management read as TravelPerk (10), Quadient AR in cash-application read as Quadient Accounts Receivable (10), Rho in treasury-management-systems read as Rho Treasury (10), ServiceNow GRC in internal-controls-and-sox read as ServiceNow Integrated Risk Management (10), Stripe in stablecoin-platforms read as Stripe Crypto (10), Aprio in board-portals read as Aprio Board Portal (9), BlackLine in accounts-receivable-automation read as BlackLine Invoice-to-Cash (9), Diligent in entity-management read as Diligent Entities (9), JPMorgan Chase in business-banking read as Chase Business Banking (9), Nakisa in lease-accounting read as Nakisa Lease Administration (9), NetSuite in revenue-recognition read as Oracle NetSuite (9), Ramp Bill Pay in accounts-payable-automation read as Ramp (9), Vena Solutions in corporate-performance-management read as Vena (9), Xero in cash-flow-forecasting read as Xero Cash Flow Forecasting (9), American Express in corporate-cards read as American Express Corporate Card (8), AppDeck in board-and-investor-reporting read as AppDeck Board Portal (8), Bill.com in business-bill-pay read as BILL (8), CSC in entity-management read as CSC Entity Management (8), Prophix One in financial-close-management read as Prophix (8), Vena Solutions in financial-modeling-and-scenario-planning read as Vena (8), AngelList in cap-table-management read as AngelList Stack (7), Avalara (AvaTax) in sales-tax-automation read as Avalara AvaTax (7), BILL AP/AR in accounts-payable-automation read as BILL Accounts Payable (7), Fluence in financial-consolidation read as Fluence Technologies (7), Longview in corporate-tax-provision read as Longview Tax (7), NetSuite in financial-reporting-and-dashboards read as Oracle NetSuite (7), Oracle in corporate-performance-management read as Oracle Fusion Cloud EPM (7), ProfitWell in saas-metrics-and-analytics read as ProfitWell Metrics (7), SAP Treasury in treasury-management-systems read as SAP Treasury and Risk Management (7), Vena Solutions in financial-reporting-and-dashboards read as Vena (7), Workday in erp-systems read as Workday Financial Management (7), Amex in corporate-cards read as American Express Corporate Card (6), Bill.com in accounts-receivable-automation read as BILL Accounts Receivable (6), CT Corporation in entity-management read as CT Corporation Entity Management (6), Citi in corporate-cards read as Citi Commercial Cards (6), Corpay in spend-management-platforms read as Corpay Complete (6), Dynamics 365 Business Central in erp-systems read as Microsoft Dynamics 365 Business Central (6), Excel in financial-modeling-and-scenario-planning read as Microsoft Excel (6), Experian in b2b-credit-management read as Experian Business Credit Reports (6), NetSuite in financial-consolidation read as Oracle NetSuite (6), Oracle EPM in corporate-performance-management read as Oracle Fusion Cloud EPM (6), Prophix in cash-flow-forecasting read as Prophix One (6), QuickBooks in revenue-recognition read as QuickBooks Online (6), SAP in erp-systems read as SAP S/4HANA (6), SAP in treasury-management-systems read as SAP Treasury and Risk Management (6), SAP BPC in corporate-performance-management read as SAP BPC (6), Stripe in chargeback-management read as Stripe Disputes (6), Wave Accounting in accounting-software read as Wave (6), Workday Adaptive in corporate-performance-management read as Workday Adaptive Planning (6), Zuora in revenue-recognition read as Zuora Revenue (6), Acumatica in financial-consolidation read as Acumatica Cloud ERP (5), Aprio in board-and-investor-reporting read as Aprio Board Portal (5), BILL in corporate-cards read as BILL Spend & Expense (5), BILL in expense-management read as BILL Spend & Expense (5), BILL in spend-management-platforms read as BILL Spend & Expense (5), Booking.com in corporate-travel-management read as Booking.com for Business (5), Chargebee in revenue-recognition read as Chargebee RevRec (5), Coupa in expense-management read as Coupa Expense Management (5), Excel in cash-flow-forecasting read as Microsoft Excel (5), Excel in internal-controls-and-sox read as Microsoft Excel (5), LogicGate in internal-controls-and-sox read as LogicGate Risk Cloud (5), ONESOURCE in transfer-pricing read as ONESOURCE Transfer Pricing (5), Prophix One in corporate-performance-management read as Prophix (5), Qlik in financial-reporting-and-dashboards read as Qlik Sense (5), Quadient in accounts-payable-automation read as Quadient AP (5), QuickBooks Online in accounts-payable-automation read as QuickBooks (5), QuickBooks Online in fixed-asset-accounting read as QuickBooks (5), Rippling in expense-management read as Rippling Spend (5), Rippling in spend-management-platforms read as Rippling Spend (5), Sovos in corporate-tax-provision read as Sovos Tax Provision (5), TRES in crypto-accounting read as TRES Finance (5), Vena Solutions in financial-consolidation read as Vena (5), BILL (Bill.com) in accounts-payable-automation read as BILL Accounts Payable (4), BILL (Bill.com) in b2b-payment-acceptance read as BILL Accounts Receivable (4), BILL AP/AR in accounts-receivable-automation read as BILL Accounts Receivable (4), BILL.com in business-bill-pay read as BILL (4), Bill.com in cash-application read as BILL (4), Bill.com in invoicing-software read as BILL (4), Certinia (formerly FinancialForce) in professional-services-automation read as Certinia Professional Services Cloud (4), Citi in business-banking read as Citibank (4), CoStar in lease-accounting read as CoStar Real Estate Manager (4), Computershare in entity-management read as Computershare GEMS (4), Corpay in business-bill-pay read as Corpay Complete (4), DFIN in sec-and-disclosure-reporting read as DFIN ActiveDisclosure (4), Diligent in internal-controls-and-sox read as Diligent One Platform (4), Divvy in corporate-cards read as BILL Spend & Expense (4), EcoOnline in esg-and-carbon-reporting read as EcoOnline ESG (4), Excel in account-reconciliation read as Microsoft Excel (4), Excel in financial-consolidation read as Microsoft Excel (4), Expedia in corporate-travel-management read as Expedia for Business (4), ION in treasury-management-systems read as ION Treasury (4), Microsoft Sustainability Manager in esg-and-carbon-reporting read as Microsoft Cloud for Sustainability (4), NetSuite in account-reconciliation read as Oracle NetSuite (4), NetSuite Fixed Assets in fixed-asset-accounting read as NetSuite Fixed Assets Management (4), OneTrust in internal-controls-and-sox read as OneTrust GRC (4), Oracle in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (4), Oracle FCCM in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (4), Oracle Fusion in erp-systems read as Oracle Fusion Cloud ERP (4), Oracle Procurement Cloud in supplier-management read as Oracle Fusion Cloud Procurement (4), PlaidCloud in transfer-pricing read as PlaidCloud Operational Transfer Pricing (4), Quadient in accounts-receivable-automation read as Quadient AR (4), QuickBooks in contractor-payments read as QuickBooks Contractor Payments (4), QuickBooks in global-e-invoicing-compliance read as QuickBooks Online (4), QuickBooks Bill Pay in accounts-payable-automation read as QuickBooks (4), SAP in cash-flow-forecasting read as SAP Treasury and Risk Management (4), Sovos in transfer-pricing read as Sovos Transfer Pricing (4), Stripe in invoicing-software read as Stripe Invoicing (4), Workiva in corporate-tax-provision read as Workiva Tax and Provision (4), vCom in telecom-expense-management read as vCom Solutions (4), Adyen (Adyen for Platforms) in embedded-payments-platforms read as Adyen for Platforms (3), Ariba in procure-to-pay read as SAP Ariba (3), Avalara E-Invoicing and Live Reporting in global-e-invoicing-compliance read as Avalara E-Invoicing (3), BILL (formerly Bill.com) in accounts-receivable-automation read as BILL Accounts Receivable (3), BILL AP/AR in invoicing-software read as BILL (3), Bank of America Business Advantage in business-banking read as Bank of America (3), Bill.com in global-e-invoicing-compliance read as BILL (3), Bill.com in procure-to-pay read as BILL (3), Bloomberg Tax TP in transfer-pricing read as Bloomberg Tax Transfer Pricing (3), Capchase in b2b-bnpl-and-net-terms read as Capchase Pay (3), Centage in financial-modeling-and-scenario-planning read as Centage Planning Maestro (3), DiliTrust in entity-management read as DiliTrust Entity Management (3), Dynamics 365 Business Central in accounting-software read as Microsoft Dynamics 365 Business Central (3), Ethena (USDe) in stablecoin-platforms read as Ethena USDe (3), Expensify in corporate-travel-management read as Expensify Travel (3), GEP in strategic-sourcing read as GEP SMART (3), Google Looker Studio in saas-metrics-and-analytics read as Looker Studio (3), Kissflow in procure-to-pay read as Kissflow Procurement (3), Microsoft Dynamics in erp-systems read as Microsoft Dynamics 365 (3), NetSuite (Oracle) in accounting-software read as Oracle NetSuite (3), ONESOURCE in corporate-tax-provision read as Thomson Reuters ONESOURCE Tax Provision (3), Oracle in procure-to-pay read as Oracle Fusion Cloud Procurement (3), Oracle ERP Cloud in erp-systems read as Oracle Fusion Cloud ERP (3), Oracle Procurement Cloud in procure-to-pay read as Oracle Fusion Cloud Procurement (3), Paylocity in spend-management-platforms read as Paylocity for Finance (3), ProfitWell (now Paddle Retain) in saas-metrics-and-analytics read as ProfitWell Metrics (3), ProfitWell/Paddle in saas-metrics-and-analytics read as ProfitWell Metrics (3), Quadient in cash-application read as Quadient Accounts Receivable (3), Quadient (YayPay) in b2b-payment-acceptance read as Quadient AR (3), Quadient AR (formerly YayPay) in cash-application read as Quadient Accounts Receivable (3), QuickBooks Online in expense-management read as QuickBooks Online Expenses (3), Resolve in b2b-credit-management read as Resolve Pay (3), Rippling in corporate-cards read as Rippling Spend (3), SAP in cash-application read as SAP Cash Application (3), SAP Group Reporting in financial-consolidation read as SAP S/4HANA Finance for Group Reporting (3), SAP S/4HANA in accounting-software read as SAP S/4HANA Finance (3), Salesforce in rebate-management read as Salesforce Revenue Cloud (3), Sigma in financial-reporting-and-dashboards read as Sigma Computing (3), Square in contractor-payments read as Square Payroll (3), Stax in embedded-payments-platforms read as Stax Connect (3), Stripe in corporate-cards read as Stripe Corporate Card (3), Stripe (Stripe Connect) in embedded-payments-platforms read as Stripe Connect (3), Tangoe (Tangoe One) in telecom-expense-management read as Tangoe One Telecom (3), Vena Solutions in cash-flow-forecasting read as Vena (3), Wave in contractor-payments read as Wave Payroll (3), Wave Accounting in ai-accounting-assistants read as Wave (3), Wave Accounting in expense-management read as Wave (3), Workday in revenue-recognition read as Workday Financial Management (3), Worldpay in embedded-payments-platforms read as Worldpay for Platforms (3), vCom (vManager) in telecom-expense-management read as vCom Solutions (3), Acumatica Cloud ERP in erp-systems read as Acumatica (2), Adaptive Insights in financial-reporting-and-dashboards read as Workday Adaptive Planning (2), Adaptive Insights in fpa-platforms read as Workday Adaptive Planning (2), Adaptive Insights (Workday) in corporate-performance-management read as Workday Adaptive Planning (2), Adaptive Insights (Workday) in financial-modeling-and-scenario-planning read as Workday Adaptive Planning (2), Adra (by Trintech) in account-reconciliation read as Trintech Adra (2), Avalara E‑Invoicing and Live Reporting in global-e-invoicing-compliance read as Avalara E-Invoicing (2), Axos in business-banking read as Axos Bank (2), BCD in corporate-travel-management read as BCD Travel (2), Bench Accounting in ai-accounting-assistants read as Bench (2), Bill.com in ai-accounting-assistants read as BILL (2), Bill.com in cash-flow-forecasting read as BILL (2), Bill.com in contractor-payments read as BILL (2), Bill.com (BILL) in accounts-payable-automation read as BILL Accounts Payable (2), Bill.com (BILL) in b2b-payment-acceptance read as BILL Accounts Receivable (2), Bloomberg in corporate-tax-provision read as Bloomberg Tax Provision (2), Corpay Cross-Border in cross-border-payments-and-fx read as Corpay Cross-Border Payments (2), Coupa (Coupa Pay) in b2b-payment-acceptance read as Coupa Pay (2), CreditPulse in b2b-credit-management read as Credit Pulse (2), DFIN (ActiveDisclosure) in sec-and-disclosure-reporting read as DFIN ActiveDisclosure (2), DFIN (Donnelley Financial Solutions) ActiveDisclosure in sec-and-disclosure-reporting read as DFIN ActiveDisclosure (2), Datasite (formerly Merrill) in virtual-data-rooms read as Datasite Diligence (2), Divvy in expense-management read as BILL Spend & Expense (2), Exactera (formerly CrossBorder Solutions) in transfer-pricing read as Exactera Transfer Pricing (2), Excel in board-and-investor-reporting read as Microsoft Excel (2), Excel in financial-reporting-and-dashboards read as Microsoft Excel (2), Experian Business in b2b-credit-management read as Experian Business Credit Reports (2), GEP in procure-to-pay read as GEP SMART (2), GEP in spend-management-platforms read as GEP SMART (2), Google Looker Studio in financial-reporting-and-dashboards read as Looker Studio (2), Host Analytics in corporate-performance-management read as Planful (2), IBM in corporate-performance-management read as IBM Planning Analytics (2), IBM Cognos in financial-reporting-and-dashboards read as IBM Cognos Analytics (2), JPMorgan in corporate-cards read as J.P. Morgan Commercial Cards (2), JPMorgan Chase Business Banking in business-banking read as Chase Business Banking (2), LexisNexis in aml-and-transaction-monitoring read as LexisNexis Risk Solutions (2), LogicGate (Risk Cloud) in internal-controls-and-sox read as LogicGate Risk Cloud (2), Microsoft Dynamics in fixed-asset-accounting read as Microsoft Dynamics 365 (2), NetSuite in cash-application read as Oracle NetSuite (2), NetSuite in financial-close-management read as Oracle NetSuite (2), NetSuite in supplier-management read as Oracle NetSuite (2), NetSuite (Oracle) in erp-systems read as Oracle NetSuite (2), OneSource in corporate-tax-provision read as Thomson Reuters ONESOURCE Tax Provision (2), Oracle in rebate-management read as Oracle Channel Revenue Management (2), Oracle in supplier-management read as Oracle Fusion Cloud Procurement (2), Oracle Cloud EPM in financial-consolidation read as Oracle Fusion Cloud EPM (2), Oracle Fusion Cloud in erp-systems read as Oracle Fusion Cloud ERP (2), Oracle NetSuite in invoicing-software read as NetSuite SuiteBilling (2), Otto in corporate-travel-management read as Otto the Agent (2), PNC in business-banking read as PNC Bank (2), PayPal in ecommerce-fraud-prevention read as PayPal Fraud Protection (2), PayPal Business in contractor-payments read as PayPal MassPay (2), Planview in professional-services-automation read as Planview ChangePoint (2), PowerBI in saas-metrics-and-analytics read as Microsoft Power BI (2), ProfitWell (by Paddle) in saas-metrics-and-analytics read as ProfitWell Metrics (2), Prophix in account-reconciliation read as Prophix One (2), Prophix in lease-accounting read as Prophix One Lease Accounting (2), Prophix One in financial-reporting-and-dashboards read as Prophix (2), Prophix One in fpa-platforms read as Prophix (2), Quadient AR (YayPay) in cash-application read as Quadient Accounts Receivable (2), Quadient Accounts Receivable in b2b-credit-management read as Quadient AR (2), QuickBooks in account-reconciliation read as QuickBooks Online (2), QuickBooks in accounts-receivable-automation read as QuickBooks Online (2), QuickBooks in cash-flow-forecasting read as QuickBooks Cash Flow Planner (2), QuickBooks in financial-consolidation read as QuickBooks Online (2), QuickBooks Online Advanced in fixed-asset-accounting read as QuickBooks (2), QuickBooks Online Advanced in invoicing-software read as QuickBooks (2), QuickBooks Solopreneur in financial-reporting-and-dashboards read as QuickBooks Online (2), Quicken in business-bill-pay read as Quicken Bill Manager (2), SAP S/4HANA Group Reporting in financial-consolidation read as SAP S/4HANA Finance for Group Reporting (2), Sage in ai-accounting-assistants read as Sage Intacct (2), Sage in fixed-asset-accounting read as Sage Fixed Assets (2), Sage Intacct Contract Revenue Management in revenue-recognition read as Sage Intacct Revenue Recognition (2), ServiceNow GRC (Integrated Risk Management) in internal-controls-and-sox read as ServiceNow Integrated Risk Management (2), Shopify in ecommerce-fraud-prevention read as Shopify Fraud Analysis (2), Sigma in saas-metrics-and-analytics read as Sigma Computing (2), SmartSuite in internal-controls-and-sox read as SmartSuite SOX Management (2), Square in invoicing-software read as Square Invoices (2), Stripe in ecommerce-fraud-prevention read as Stripe Radar (2), Stripe Revenue in revenue-recognition read as Stripe Revenue Recognition (2), Thomson Reuters in transfer-pricing read as Thomson Reuters ONESOURCE (2), Tungsten in global-e-invoicing-compliance read as Tungsten Network (2), Wave Accounting in account-reconciliation read as Wave (2), Wave Accounting in financial-reporting-and-dashboards read as Wave (2), Xero in business-bill-pay read as Xero Bills (2), Zoho in account-reconciliation read as Zoho Books (2), Accruent in lease-accounting read as Accruent Lucernex (1), Acumatica in ai-accounting-assistants read as Acumatica Cloud ERP (1), Acumatica Cloud ERP in accounting-software read as Acumatica (1), Adaptive Insights in financial-consolidation read as Workday Adaptive Planning (1), Adaptive Insights in financial-modeling-and-scenario-planning read as Workday Adaptive Planning (1), Adra in account-reconciliation read as Trintech Adra (1), Adra (by Trintech) in financial-close-management read as Trintech Adra (1), American Express in business-banking read as American Express Business Checking (1), American Express (Amex Corporate) in corporate-cards read as American Express Corporate Card (1), American Express Business in business-banking read as American Express Business Checking (1), American Express Corporate in corporate-cards read as American Express Corporate Card (1), Avalara (AvaTax & VAT) in global-e-invoicing-compliance read as Avalara E-Invoicing (1), Avalara (Avalara AvaTax) in sales-tax-automation read as Avalara AvaTax (1), Avalara (VatLive / AvaTax) in global-e-invoicing-compliance read as Avalara E-Invoicing (1), BILL (Divvy) in spend-management-platforms read as BILL Spend & Expense (1), BILL (Spend & Expense / formerly Divvy) in expense-management read as BILL Spend & Expense (1), BILL / Bill.com in b2b-payment-acceptance read as BILL Accounts Receivable (1), BILL AP/AR in cash-application read as BILL (1), BILL AP/AR (formerly Bill.com) in accounts-payable-automation read as BILL Accounts Payable (1), BILL Spend & Expense, formerly Divvy in corporate-cards read as BILL Spend & Expense (1), BILL.com (Bill.com) in contractor-payments read as BILL (1), Bench in accounting-software read as Bench Accounting (1), Bill in corporate-cards read as BILL Spend & Expense (1), Bill (formerly Bill.com) in expense-management read as BILL Spend & Expense (1), Bill.com in account-reconciliation read as BILL (1), Bill.com in expense-management read as BILL Spend & Expense (1), Bill.com in internal-controls-and-sox read as BILL (1), Bill.com in spend-management-platforms read as BILL Spend & Expense (1), Bill.com (BILL) in global-e-invoicing-compliance read as BILL (1), Bill.com (BILL) in invoicing-software read as BILL (1), Bill.com (formerly Divvy) in spend-management-platforms read as BILL Spend & Expense (1), Bill.com / BILL in accounts-payable-automation read as BILL Accounts Payable (1), BlackLine in revenue-recognition read as BlackLine Revenue Management (1), BlackLine (AR.CashApp) in cash-application read as BlackLine Cash Application (1), BlackLine Revenue Recognition in revenue-recognition read as BlackLine Revenue Management (1), Bloomberg Tax in fixed-asset-accounting read as Bloomberg Tax Fixed Assets (1), Bloomberg Tax in transfer-pricing read as Bloomberg Tax Transfer Pricing (1), Bloomberg Tax Technology in corporate-tax-provision read as Bloomberg Tax Provision (1), CCH Tagetik in corporate-tax-provision read as Wolters Kluwer CCH Tagetik Tax Provision (1), CCH Tagetik (Wolters Kluwer) in corporate-tax-provision read as Wolters Kluwer CCH Tagetik Tax Provision (1), CSC (Corporation Service Company) in entity-management read as CSC Entity Management (1), CT Corporation (hCue by Wolters Kluwer) in entity-management read as CT Corporation Entity Management (1), CT Corporation (hCue) in entity-management read as CT Corporation Entity Management (1), Cake in cap-table-management read as Cake Equity (1), Capital One Spark in business-banking read as Capital One (1), Centage in financial-consolidation read as Centage Planning Maestro (1), Certent in cap-table-management read as Certent Equity Management (1), Certify in expense-management read as Emburse (1), Certinia (formerly FinancialForce PSA) in professional-services-automation read as Certinia Professional Services Cloud (1), Chase (Business Banking) in business-banking read as Chase Business Banking (1), Chase (Chase Business Complete Banking) in business-banking read as Chase Business Banking (1), Chase Business in business-banking read as Chase Business Banking (1), Chase Ink Business Family in corporate-cards read as Chase Ink (1), Citi Business in business-banking read as Citibank (1), ClearPoint in board-and-investor-reporting read as ClearPoint Strategy (1), Clockwork.ai in corporate-performance-management read as Clockwork (1), Clockwork.ai in fpa-platforms read as Clockwork (1), Corpay (Visa) in cross-border-payments-and-fx read as Corpay Cross-Border Payments (1), Corpay (formerly FleetCor) in cross-border-payments-and-fx read as Corpay Cross-Border Payments (1), Corporate Traveller in corporate-travel-management read as Corporate Traveler (1), DFIN (Financial and Risk Management Solutions) in sec-and-disclosure-reporting read as DFIN ActiveDisclosure (1), DFIN's ActiveDisclosure in sec-and-disclosure-reporting read as DFIN ActiveDisclosure (1), Datasite (by Allegis Global Solutions) in virtual-data-rooms read as Datasite Diligence (1), Datasite (formerly Intralinks) in virtual-data-rooms read as Datasite Diligence (1), Datasite (formerly Merrill Datasite) in virtual-data-rooms read as Datasite Diligence (1), DiliTrust Governance Suite in entity-management read as DiliTrust Entity Management (1), Diligent in esg-and-carbon-reporting read as Diligent ESG (1), Diligent (Diligent Boards) in board-portals read as Diligent Boards (1), Diligent (Diligent One Platform) in board-and-investor-reporting read as Diligent Boards (1), Divvy (by BILL) in corporate-cards read as BILL Spend & Expense (1), Epicor (Kinetic / Prophet 21) in erp-systems read as Epicor Kinetic (1), Exactera in corporate-tax-provision read as Exactera Tax Provision (1), Exactera (Thomson Reuters) in transfer-pricing read as Exactera Transfer Pricing (1), Exactera (formerly XBS) in transfer-pricing read as Exactera Transfer Pricing (1), Excel in entity-management read as Microsoft Excel (1), Excel in lease-accounting read as Microsoft Excel (1), Excel/spreadsheets in financial-consolidation read as Microsoft Excel (1), Experian (Enterprise) in b2b-credit-management read as Experian Business Credit Reports (1), Experian Business CreditScore Pro in b2b-credit-management read as Experian Business Credit Reports (1), Fifth Third in business-banking read as Fifth Third Bank (1), First Republic Bank in business-banking read as First Republic (1), Hevo in account-reconciliation read as Hevo Data (1), HighRadius (Credit Cloud) in b2b-credit-management read as HighRadius Credit Cloud (1), HighRadius Accounts Receivables in b2b-credit-management read as HighRadius Credit Cloud (1), Host Analytics in financial-consolidation read as Planful (1), ION Group in treasury-management-systems read as ION Treasury (1), InsightSoftware (Longview Tax) in corporate-tax-provision read as Longview Tax (1), Intuit QuickBooks in ai-accounting-assistants read as QuickBooks Online (1), J.P. Morgan in business-banking read as Chase Business Banking (1), J.P. Morgan in corporate-cards read as J.P. Morgan Commercial Cards (1), J.P. Morgan Chase in business-banking read as Chase Business Banking (1), JPMorgan Chase (Middle Market Banking) in business-banking read as Chase Business Banking (1), Kissflow in supplier-management read as Kissflow Procurement (1), Longview in transfer-pricing read as Longview Tax (1), Longview (insightsoftware) in transfer-pricing read as Longview Tax (1), Lunos AI in cash-application read as Lunos (1), MRI Software in fixed-asset-accounting read as MRI Fixed Asset Accounting (1), MRI Software in lease-accounting read as MRI ProLease (1), Manual Spreadsheets (Excel / Google Sheets) in cap-table-management read as Spreadsheets (1), Maxio (SaaSOptics + Chargify) in saas-metrics-and-analytics read as Maxio Metrics (1), Maxio (formerly Chargify + SaaSOptics) in saas-metrics-and-analytics read as Maxio Metrics (1), Maxio (formerly SaaSOptics) in saas-metrics-and-analytics read as Maxio Metrics (1), Microsoft Dynamics in accounting-software read as Microsoft Dynamics 365 (1), Microsoft Dynamics in cash-flow-forecasting read as Microsoft Dynamics 365 Finance (1), Microsoft Dynamics in supplier-management read as Microsoft Dynamics 365 (1), Microsoft Dynamics 365 Finance & Supply Chain Management (SCM) in erp-systems read as Microsoft Dynamics 365 Finance & Operations (1), Moody's Analytics in b2b-credit-management read as Moody's (1), Moody's Analytics (CreditLens, CreditEdge, RiskCalc) in b2b-credit-management read as Moody's (1), NetSuite in accounts-payable-automation read as Oracle NetSuite (1), NetSuite in corporate-performance-management read as Oracle NetSuite (1), NetSuite in global-e-invoicing-compliance read as Oracle NetSuite (1), NetSuite in lease-accounting read as NetSuite Lease Accounting (1), NetSuite in procure-to-pay read as Oracle NetSuite (1), NetSuite (ARM - Advanced Revenue Management) in revenue-recognition read as Oracle NetSuite (1), NetSuite (NetSuite Revenue Management) in revenue-recognition read as Oracle NetSuite (1), NetSuite (native Fixed Assets) in fixed-asset-accounting read as Oracle NetSuite (1), NetSuite (via SuitesQL or Apps) in cash-application read as Oracle NetSuite (1), NetSuite ERP in invoicing-software read as NetSuite SuiteBilling (1), Netgain in fixed-asset-accounting read as NetAsset (1), Netgain (NetAsset Tax Pro) in fixed-asset-accounting read as NetAsset (1), Netgain (NetAsset) in fixed-asset-accounting read as NetAsset (1), Netwrix in internal-controls-and-sox read as Netwrix Auditor (1), ONESOURCE in sales-tax-automation read as Thomson Reuters ONESOURCE (1), ONESOURCE (Thomson Reuters) in transfer-pricing read as ONESOURCE Transfer Pricing (1), Odoo Accounting in accounting-software read as Odoo (1), Odoo Accounting (One App Free) in accounting-software read as Odoo (1), Onesource in corporate-tax-provision read as Thomson Reuters ONESOURCE Tax Provision (1), Oracle in strategic-sourcing read as Oracle Fusion Cloud Procurement (1), Oracle in treasury-management-systems read as Oracle Treasury (1), Oracle Cloud EPM in financial-modeling-and-scenario-planning read as Oracle Fusion Cloud EPM (1), Oracle Cloud EPM (Fusion) in corporate-performance-management read as Oracle Fusion Cloud EPM (1), Oracle Cloud EPM (formerly Hyperion/HFM) in financial-consolidation read as Oracle Fusion Cloud EPM (1), Oracle Cloud EPM Planning in fpa-platforms read as Oracle Fusion Cloud EPM (1), Oracle Cloud EPM Tax Reporting in corporate-tax-provision read as Oracle Tax Reporting (1), Oracle Cloud EPM Tax Reporting (TRCS / Hyperion Tax Provision) in corporate-tax-provision read as Oracle Tax Reporting (1), Oracle Cloud ERP in erp-systems read as Oracle Fusion Cloud ERP (1), Oracle Cloud ERP (Fusion) in erp-systems read as Oracle Fusion Cloud ERP (1), Oracle EPM in financial-consolidation read as Oracle Fusion Cloud EPM (1), Oracle EPM in financial-modeling-and-scenario-planning read as Oracle Fusion Cloud EPM (1), Oracle EPM Cloud in fpa-platforms read as Oracle Fusion Cloud EPM (1), Oracle EPM Tax Provision in corporate-tax-provision read as Oracle Tax Reporting (1), Oracle ERP Cloud (Fusion) in erp-systems read as Oracle Fusion Cloud ERP (1), Oracle Financial Services (FCCM/Mantas) in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (1), Oracle Fusion in accounting-software read as Oracle Fusion Cloud ERP (1), Oracle Fusion Revenue Management in revenue-recognition read as Oracle Revenue Management Cloud (1), Oracle Procurement in supplier-management read as Oracle Fusion Cloud Procurement (1), Oracle Tax Reporting Cloud Service (TRCS) in corporate-tax-provision read as Oracle Tax Reporting (1), Oracle Treasury Management in treasury-management-systems read as Oracle Treasury (1), PayPal in global-e-invoicing-compliance read as PayPal Invoicing (1), PayPal in invoicing-software read as PayPal Invoicing (1), Peony Business in virtual-data-rooms read as Peony Data Room (1), Perk (Formerly TravelPerk) in corporate-travel-management read as TravelPerk (1), ProfitWell (Paddle Metrics) in saas-metrics-and-analytics read as ProfitWell Metrics (1), ProfitWell (Paddle) in saas-metrics-and-analytics read as ProfitWell Metrics (1), ProfitWell (now Paddle Metrics) in saas-metrics-and-analytics read as ProfitWell Metrics (1), ProfitWell by Paddle in saas-metrics-and-analytics read as ProfitWell Metrics (1), Profitwell (now Paddle Metrics) in saas-metrics-and-analytics read as ProfitWell Metrics (1), Prophix One (by Dassault Systèmes) in financial-close-management read as Prophix (1), Qlik (Sense/View) in financial-reporting-and-dashboards read as Qlik Sense (1), Qlik Cloud Analytics / Qlik Sense in financial-reporting-and-dashboards read as Qlik Sense (1), Quadient in b2b-credit-management read as Quadient AR (1), Quadient (YayPay) in accounts-receivable-automation read as Quadient AR (1), Quadient (formerly Beanworks) in accounts-payable-automation read as Quadient AP (1), Quadient A/R in cash-application read as Quadient Accounts Receivable (1), Quadient Accounts Receivable in accounts-receivable-automation read as Quadient AR (1), Quadient/YayPay in accounts-receivable-automation read as Quadient AR (1), QuickBooks in cash-application read as QuickBooks Online (1), QuickBooks in corporate-tax-provision read as QuickBooks Online (1), QuickBooks in sales-tax-automation read as QuickBooks Sales Tax (1), QuickBooks (Intuit Assist) in ai-accounting-assistants read as QuickBooks Online (1), QuickBooks (Intuit) in ai-accounting-assistants read as QuickBooks Online (1), QuickBooks (Workforce) in contractor-payments read as QuickBooks Contractor Payments (1), QuickBooks Advanced in revenue-recognition read as QuickBooks Online (1), QuickBooks Free in ai-accounting-assistants read as QuickBooks Online (1), QuickBooks Free in financial-reporting-and-dashboards read as QuickBooks Online (1), QuickBooks Online in cash-flow-forecasting read as QuickBooks Cash Flow Planner (1), QuickBooks Online in erp-systems read as QuickBooks (1), QuickBooks Online (Advanced) in cash-flow-forecasting read as QuickBooks Cash Flow Planner (1), QuickBooks Online (Intuit) in invoicing-software read as QuickBooks (1), QuickBooks Online (Plus or Advanced tier) in invoicing-software read as QuickBooks (1), QuickBooks Online (QBO) in invoicing-software read as QuickBooks (1), QuickBooks Online Payments in cash-application read as QuickBooks Payments (1), QuickBooks Online Simple Start in account-reconciliation read as QuickBooks Online (1), QuickBooks Online Simple Start in accounting-software read as QuickBooks Online (1), QuickBooks Online Simple Start in financial-reporting-and-dashboards read as QuickBooks Online (1), QuickBooks Online – Simple Start in accounting-software read as QuickBooks Online (1), QuickBooks Simple Start in ai-accounting-assistants read as QuickBooks Online (1), Resolve (now part of Affirm) in b2b-bnpl-and-net-terms read as Resolve Pay (1), Rippling in corporate-travel-management read as Rippling Travel (1), Rippling Bill Pay in business-bill-pay read as Rippling (1), SAP in accounting-software read as SAP S/4HANA Finance (1), SAP in esg-and-carbon-reporting read as SAP Sustainability Control Tower (1), SAP in fixed-asset-accounting read as SAP Asset Accounting (1), SAP in professional-services-automation read as SAP S/4HANA (1), SAP in transfer-pricing read as SAP S/4HANA (1), SAP (S/4HANA, ECC) in erp-systems read as SAP S/4HANA (1), SAP (SAP Treasury and Risk Management) in treasury-management-systems read as SAP Treasury and Risk Management (1), SAP Ariba / SAP Business Network in supplier-management read as SAP Ariba (1), SAP Ariba Invoice Management in accounts-payable-automation read as SAP Ariba (1), SAP BPC (Business Planning and Consolidation) in corporate-performance-management read as SAP BPC (1), SAP Cloud ERP in erp-systems read as SAP S/4HANA (1), SAP Document and Reporting Compliance (or SAP Ariba) in global-e-invoicing-compliance read as SAP Document & Reporting Compliance (1), SAP S/4HANA group reporting in financial-consolidation read as SAP S/4HANA Finance for Group Reporting (1), SVB in business-banking read as Silicon Valley Bank (1), SaaSOptics in saas-metrics-and-analytics read as Maxio Metrics (1), Sage Intacct (with Sage Intacct Contracts module) in revenue-recognition read as Sage Intacct Revenue Recognition (1), Salesforce in esg-and-carbon-reporting read as Salesforce Net Zero Cloud (1), Shopify in sales-tax-automation read as Shopify Tax (1), Shopify (Fraud Analysis) in ecommerce-fraud-prevention read as Shopify Fraud Analysis (1), Sovos (Sovos Comply) in global-e-invoicing-compliance read as Sovos Compliance Network (1), Sovos (Taxify) in transfer-pricing read as Sovos Transfer Pricing (1), Starling in business-banking read as Starling Bank (1), Stripe (Bridge) in stablecoin-platforms read as Stripe Crypto (1), Stripe (Radar) in ecommerce-fraud-prevention read as Stripe Radar (1), Stripe (Stablecoin) in stablecoin-platforms read as Stripe Crypto (1), Stripe (Stripe Connect + Stripe Treasury) in embedded-payments-platforms read as Stripe Connect (1), Stripe (USDC) in stablecoin-platforms read as Stripe Crypto (1), Stripe (via Bridge) in stablecoin-platforms read as Stripe Crypto (1), Stripe (with Bridge integration) in stablecoin-platforms read as Stripe Crypto (1), Stripe Smart Disputes in chargeback-management read as Stripe Disputes (1), Synapse in business-banking read as Synapse Financial Technologies (1), TRES (Fireblocks) in crypto-accounting read as TRES Finance (1), Tangoe One in telecom-expense-management read as Tangoe One Telecom (1), Thomson Reuters (ONESOURCE) in global-e-invoicing-compliance read as Thomson Reuters ONESOURCE (1), Thomson Reuters ONESOURCE (Income Tax & Tax Provision) in corporate-tax-provision read as Thomson Reuters ONESOURCE Tax Provision (1), Thomson Reuters ONESOURCE (Tax Suite) in corporate-tax-provision read as Thomson Reuters ONESOURCE Tax Provision (1), Tungsten Automation in global-e-invoicing-compliance read as Tungsten Network (1), Vena Solutions in board-and-investor-reporting read as Vena (1), Vena Solutions in financial-close-management read as Vena (1), Venmo in b2b-payment-acceptance read as Venmo for Business (1), Venmo Business in b2b-payment-acceptance read as Venmo for Business (1), Wave Accounting in accounts-receivable-automation read as Wave (1), Wave Accounting (Starter Plan) in accounting-software read as Wave (1), Wolters Kluwer CCH Tagetik in corporate-performance-management read as CCH Tagetik (1), Wolters Kluwer CCH Tagetik in financial-close-management read as CCH Tagetik (1), Wolters Kluwer CCH Tagetik (Operational Transfer Pricing) in transfer-pricing read as CCH Tagetik (1), Workday in accounting-software read as Workday Financial Management (1), Workday in professional-services-automation read as Workday PSA (1), Workday (Financial Management) in erp-systems read as Workday Financial Management (1), Workday Adaptive in financial-modeling-and-scenario-planning read as Workday Adaptive Planning (1), Workday Professional Services Automation in professional-services-automation read as Workday PSA (1), Workday Revenue in revenue-recognition read as Workday Revenue Management (1), Workiva (formerly WebFilings) in corporate-tax-provision read as Workiva Tax and Provision (1), Workiva Tax & Provision in corporate-tax-provision read as Workiva Tax and Provision (1), Worldpay (Payrix) in embedded-payments-platforms read as Worldpay for Platforms (1), Yardi in lease-accounting read as Yardi Corom (1), YayPay in cash-application read as Quadient Accounts Receivable (1), YayPay (formerly Quadient AR) in accounts-receivable-automation read as Quadient AR (1), Zapro in supplier-management read as Zapro AI (1), nbkc Bank in business-banking read as NBKC (1)

Combined answers split into one label per product: Adaptive/Workday, Agicap/Embat, Airbase / Paylocity, Airbase / Ramp, Anaplan/Planful, Athennian/Diligent Entities, AuditBoard/Optro, Autotask / ConnectWise PSA, BILL Spend & Expense / BILL Divvy, BILL Spend & Expense / Divvy, BILL/AvidXchange, Basware/Medius, Bill.com/Divvy, Block/Cash App, BoardEffect/Board Intelligence, Braintree / PayPal Braintree, CSC Entity Management / CT Corporation, CT Corporation / CSC Global, CapLinked/SecureDocs, Certent/InsightSoftware, Certinia/FinancialForce, Circle / USDC, Citi/JPMorgan Commercial, ConnectWise Manage / ConnectWise PSA, ContractZen / Diliforce, Coupa Pay / Coupa, DAI / USDS (Sky Protocol, formerly MakerDAO), Digify/DocSend, Diliforce / ContractZen, Dropbox/Box/Google Drive, EY Global Transfer Pricing Documentation Solution / EY Transfer Pricing Engine, Emagia / Esker, EntityKeeper / MinuteBox, Eqvista / Cake Equity, Exactera / TPbenchmark, Expensify/BILL, FICO Falcon / FICO TONBELLER Siron AML, FIS Treasury and Risk Manager – Integrity Edition / FIS Quantum, FinancialForce/ Certinia, Fireblocks/Ripple, Float/Cash Flow Frog, GTreasury / CashAnalytics, GTreasury/Ripple, Gem/Juicebox, Google Looker & Looker Studio, Google Looker Studio (formerly Data Studio) + Google Sheets, Google Looker/Looker Studio, Google Sheets/Excel Templates, IMA360/e-bate, Integral / EY Transfer Pricing Engine, Intralinks/Merrill, InvoiceFly / Invoiced, Jedox/Board, Kount/Equifax, LeaseCrunch / Crunchafi, Lili/Found, Looker / Looker Studio, Maxio/SaaSOptics, Medius / Coupa, Mosaic/Abacum, Navan / TripActions, Navan/TripActions, NetSuite / Oracle, NetSuite Fixed Assets Management / Oracle NetSuite Fixed Assets, Netgain / Netclose, OnCentive/incentX, Oracle EPM Cloud / Oracle EPM, Oracle EPM Cloud / Oracle Hyperion, Oracle Fixed Assets / Oracle Assets, Oracle Fusion Cloud ERP / NetSuite, Oracle NetSuite / SAP S/4HANA, Oracle Netsuite / Oracle Cloud EPM, Oracle PBCS/Anaplan, Paddle/ProfitWell Metrics, Paxos / PYUSD, PayPal / Venmo / Stripe / Zelle, PayPal/Braintree, Paylocity/Airbase, Perk / TravelPerk, Planful/Host Analytics, ProcurementExpress / Spendwise, Procurify/Precoro/Planergy, ProfitWell Metrics / Paddle, ProfitWell Metrics / Paddle Metrics, Quadient AR / YayPay, Quadient AR/YayPay, Quadient/Beanworks, QuickBooks / Xero Add-ons, QuickBooks Online / QuickBooks, Ramp / Brex (Spend Management Platforms), RiseWorks / Rise, SAP Analytics Cloud / SAP EPM, SAP Ariba Invoicing / SAP Business Network, SAP Ariba Supplier Management / SAP S/4HANA Cloud, SAP Ariba/OpenText, SAP BPC / SAP Analytics Cloud, SAP Business Network / SAP Ariba Invoicing, SAP Business Network / SAP Document and Reporting Compliance, SAP Business Planning and Consolidation (BPC) & SAP Analytics Cloud, SAP BusinessObjects / Crystal Reports (Legacy), SAP Incentive Administration / SAP Rebate Management, SAP/Oracle, SME Climate Hub / Normative, SUSD / DAI, SaaSOptics/Maxio, Sage 50/Intacct, Sage Accounting / Sage Business Cloud, Sage Intacct / Sage 100, Salesforce Revenue Cloud / Salesforce Rebate Management, SharePoint/Google Drive, ShareVault/SecureDocs, Shareworks / Morgan Stanley at Work, Sidetrade/CreditPoint, Softr + Airtable, Sovos / TaxPoint, Spendwise & Zoho, Stripe / Bridge, Stripe / Stripe Treasury, Stripe Billing + Stripe Tax, Stripe Connect / Stripe Billing, Stripe Tax / TaxJar, Stripe/Adyen, Stripe/Bridge, TRES/Fireblocks, Tangoe / Tangoe TEM, TaxJar/Stripe, Taxwire/Zamp, Teamwork/FinancialForce, Tesorio/Stuut, Tilled / Worldpay for Platforms, Trintech / Adra, Trintech Cadency/Adra, Tungsten Automation / Tungsten Network, UST/TerraUSD, Upwork / Fiverr Enterprise, Vena / Jedox, Verifone / Kount (by LifeSecure), Versapay/YayPay, Vertex Tax Accounting / Vertex Tax Provision, Visa/Mastercard, Visual Lease / CoStar Real Estate Manager, Wise Business / Wise Platform, Wolters Kluwer / CCH, Wolters Kluwer CCH Tagetik/OneStream, Xero/QuickBooks Online, Zelle/Venmo, Zoho Creator / Zoho Books, Zuora Revenue / RevPro, iDeals / Ideals VDR, iLeasePro / iLeaseXpress, iLeaseXpress / iLeasePro, vCom Solutions / vManager

## Appendix: loose paraphrase stability

- Claude Haiku 4.5: a direct first choice kept as first choice or alternative in 14 of 57 categories (25%); differing under the strict rule: accounting-software, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-banking, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, revenue-recognition, saas-metrics-and-analytics, sec-and-disclosure-reporting, spend-management-platforms, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems
- GPT-5.4 mini: a direct first choice kept as first choice or alternative in 27 of 57 categories (47%); differing under the strict rule: account-reconciliation, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, business-bill-pay, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-performance-management, corporate-tax-provision, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, internal-controls-and-sox, invoicing-software, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, revenue-recognition, saas-metrics-and-analytics, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, treasury-management-systems, virtual-data-rooms
- Gemini 3.5 Flash: a direct first choice kept as first choice or alternative in 43 of 57 categories (75%); differing under the strict rule: accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-bill-pay, cap-table-management, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-performance-management, corporate-tax-provision, cross-border-payments-and-fx, ecommerce-fraud-prevention, erp-systems, esg-and-carbon-reporting, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, procure-to-pay, professional-services-automation, revenue-recognition, saas-metrics-and-analytics, sales-tax-automation, sec-and-disclosure-reporting, stablecoin-platforms, strategic-sourcing, supplier-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- Perplexity Sonar: a direct first choice kept as first choice or alternative in 24 of 57 categories (42%); differing under the strict rule: account-reconciliation, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-banking, business-bill-pay, cap-table-management, cash-application, chargeback-management, corporate-cards, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, esg-and-carbon-reporting, expense-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, internal-controls-and-sox, invoicing-software, merchants-of-record, payment-orchestration-platforms, rebate-management, sales-tax-automation, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, virtual-data-rooms
- Grok 4.1 Fast: a direct first choice kept as first choice or alternative in 33 of 57 categories (58%); differing under the strict rule: account-reconciliation, accounting-software, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-banking, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-performance-management, corporate-tax-provision, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, esg-and-carbon-reporting, expense-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, merchants-of-record, payment-orchestration-platforms, revenue-recognition, sec-and-disclosure-reporting, spend-management-platforms, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, treasury-management-systems, virtual-data-rooms
- Mistral Small: a direct first choice kept as first choice or alternative in 23 of 57 categories (40%); differing under the strict rule: account-reconciliation, accounting-software, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-banking, business-bill-pay, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-close-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, rebate-management, saas-metrics-and-analytics, sec-and-disclosure-reporting, spend-management-platforms, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems
- DeepSeek V4 Flash: a direct first choice kept as first choice or alternative in 30 of 57 categories (53%); differing under the strict rule: accounting-software, accounts-payable-automation, ai-accounting-assistants, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-banking, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-tax-provision, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-close-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, procure-to-pay, saas-metrics-and-analytics, sales-tax-automation, sec-and-disclosure-reporting, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- Llama 4 Maverick: a direct first choice kept as first choice or alternative in 10 of 48 categories (21%); differing under the strict rule: account-reconciliation, accounting-software, accounts-receivable-automation, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-bill-pay, cash-application, cash-flow-forecasting, contractor-payments, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, esg-and-carbon-reporting, financial-close-management, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, rebate-management, revenue-recognition, sales-tax-automation, sec-and-disclosure-reporting, spend-management-platforms, stablecoin-platforms, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- Qwen 3.7 Flash: a direct first choice kept as first choice or alternative in 27 of 57 categories (47%); differing under the strict rule: account-reconciliation, accounting-software, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, business-bill-pay, cap-table-management, cash-application, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-close-management, financial-consolidation, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, professional-services-automation, rebate-management, revenue-recognition, saas-metrics-and-analytics, sales-tax-automation, spend-management-platforms, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- Kimi K2: a direct first choice kept as first choice or alternative in 39 of 57 categories (68%); differing under the strict rule: accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, erp-systems, esg-and-carbon-reporting, expense-management, financial-consolidation, financial-modeling-and-scenario-planning, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, revenue-recognition, sales-tax-automation, sec-and-disclosure-reporting, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- GLM 4.7 FlashX: a direct first choice kept as first choice or alternative in 30 of 57 categories (53%); differing under the strict rule: account-reconciliation, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, esg-and-carbon-reporting, expense-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, merchants-of-record, payment-orchestration-platforms, professional-services-automation, revenue-recognition, saas-metrics-and-analytics, sales-tax-automation, spend-management-platforms, stablecoin-platforms, strategic-sourcing, telecom-expense-management, treasury-management-systems, virtual-data-rooms
- MiniMax M2.5: a direct first choice kept as first choice or alternative in 21 of 57 categories (37%); differing under the strict rule: account-reconciliation, accounting-software, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, professional-services-automation, revenue-recognition, sales-tax-automation, spend-management-platforms, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- GPT-6 Luna: a direct first choice kept as first choice or alternative in 35 of 57 categories (61%); differing under the strict rule: account-reconciliation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-credit-management, board-and-investor-reporting, business-banking, business-bill-pay, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-performance-management, corporate-tax-provision, cross-border-payments-and-fx, ecommerce-fraud-prevention, embedded-payments-platforms, erp-systems, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, merchants-of-record, payment-orchestration-platforms, professional-services-automation, revenue-recognition, saas-metrics-and-analytics, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems
- Muse Glimmer 30B: a direct first choice kept as first choice or alternative in 31 of 57 categories (54%); differing under the strict rule: accounting-software, accounts-payable-automation, accounts-receivable-automation, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-banking, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, esg-and-carbon-reporting, expense-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fpa-platforms, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, rebate-management, revenue-recognition, sales-tax-automation, spend-management-platforms, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms


# Segment: Enterprise

# Finance AI Recommendation Index, run edition-2026-10

342 prompts, 14 models, 23,381 raw judge labels, 23,557 scored labels after normalization. Published weights: first choice +3, alternative +2, mention +1, soft negative -2, hard negative -3.

Scored under vendor alias table version 2026-10.7. Raw judge labels are the permanent record; the numbers below are derived from them and are regenerated for every run whenever the alias table changes, so the whole series is always scored under one table version. Resolution of raw names: 19,550 by alias or canonical name, 2200 by category-scoped alias, 396 from combined answers split into their products, 173 from combined answers counted once for their first product, 5 excluded by rule, 1202 unresolved and counted under the raw name.

## Paraphrase stability

Share of categories where a model's first choice set on the direct prompt equals its set on the paraphrase.

| Model | Same | Different | Stability |
|---|---|---|---|
| Claude Haiku 4.5 | 15 | 42 | 26% |
| GPT-5.4 mini | 11 | 46 | 19% |
| Gemini 3.5 Flash | 20 | 37 | 35% |
| Perplexity Sonar | 24 | 33 | 42% |
| Grok 4.1 Fast | 16 | 41 | 28% |
| Mistral Small | 7 | 50 | 12% |
| DeepSeek V4 Flash | 20 | 37 | 35% |
| Llama 4 Maverick | 6 | 40 | 13% |
| Qwen 3.7 Flash | 12 | 45 | 21% |
| Kimi K2 | 12 | 45 | 21% |
| GLM 4.7 FlashX | 13 | 44 | 23% |
| MiniMax M2.5 | 7 | 50 | 12% |
| GPT-6 Luna | 24 | 33 | 42% |
| Muse Glimmer 30B | 14 | 43 | 25% |

A looser measure, whether a direct first choice survives as a first choice or alternative on the paraphrase, is in the appendix.

## Standing by category

First choice share across the direct, paraphrase, budget and scale prompts and all 14 models. The top product's share is published alongside the label: contested means the top share is at or below 40%, and a category just above the line is not meaningfully different from one just below it. Consensus means every model's direct-prompt first choice is the same single product.

| Category | Top product | Top share | First choices | Status |
|---|---|---|---|---|
| account-reconciliation | BlackLine | 63% | 52 | clear leader |
| accounting-software | Oracle NetSuite | 32% | 50 | contested |
| accounts-payable-automation | Coupa | 20% | 55 | contested |
| accounts-receivable-automation | HighRadius | 78% | 49 | clear leader |
| ai-accounting-assistants | Vic.ai | 15% | 54 | contested |
| aml-and-transaction-monitoring | NICE Actimize | 36% | 47 | contested |
| b2b-bnpl-and-net-terms | TreviPay | 41% | 39 | clear leader |
| b2b-credit-management | HighRadius Credit Cloud | 73% | 48 | clear leader |
| b2b-payment-acceptance | HighRadius | 25% | 51 | contested |
| board-and-investor-reporting | Diligent Boards | 30% | 57 | contested |
| board-portals | Diligent Boards | 53% | 53 | clear leader |
| business-banking | Rho | 19% | 52 | contested |
| business-bill-pay | Tipalti | 43% | 61 | clear leader |
| cap-table-management | Shareworks | 38% | 56 | contested |
| cash-application | HighRadius | 62% | 47 | clear leader |
| cash-flow-forecasting | Kyriba | 24% | 49 | contested |
| chargeback-management | HighRadius | 30% | 50 | contested |
| contractor-payments | Tipalti | 25% | 56 | contested |
| corporate-cards | Ramp | 34% | 56 | contested |
| corporate-performance-management | Anaplan | 30% | 54 | contested |
| corporate-tax-provision | Thomson Reuters ONESOURCE Tax Provision | 46% | 50 | clear leader |
| corporate-travel-management | SAP Concur | 46% | 50 | clear leader |
| cross-border-payments-and-fx | Airwallex | 22% | 54 | contested |
| crypto-accounting | Bitwave | 57% | 49 | clear leader |
| ecommerce-fraud-prevention | Trustpair | 24% | 54 | contested |
| embedded-payments-platforms | Adyen for Platforms | 43% | 47 | clear leader |
| entity-management | Diligent Entities | 50% | 44 | clear leader |
| erp-systems | SAP S/4HANA | 52% | 50 | clear leader |
| esg-and-carbon-reporting | Workiva | 37% | 49 | contested |
| expense-management | SAP Concur | 68% | 47 | clear leader |
| financial-close-management | BlackLine | 67% | 52 | clear leader |
| financial-consolidation | OneStream | 63% | 49 | clear leader |
| financial-modeling-and-scenario-planning | Anaplan | 57% | 51 | clear leader |
| financial-reporting-and-dashboards | Microsoft Power BI | 22% | 46 | contested |
| fixed-asset-accounting | Sage Fixed Assets | 20% | 54 | contested |
| fpa-platforms | Anaplan | 53% | 53 | clear leader |
| global-e-invoicing-compliance | Sovos Compliance Network | 25% | 55 | contested |
| internal-controls-and-sox | AuditBoard | 23% | 62 | contested |
| invoicing-software | NetSuite SuiteBilling | 18% | 45 | contested |
| lease-accounting | Nakisa Lease Administration | 32% | 50 | contested |
| merchants-of-record | Paddle | 33% | 57 | contested |
| payment-orchestration-platforms | IXOPAY | 21% | 52 | contested |
| procure-to-pay | Coupa | 43% | 56 | clear leader |
| professional-services-automation | Kantata | 44% | 55 | clear leader |
| rebate-management | Enable | 57% | 51 | clear leader |
| revenue-recognition | Zuora Revenue | 58% | 50 | clear leader |
| saas-metrics-and-analytics | ChartMogul | 25% | 53 | contested |
| sales-tax-automation | Vertex | 48% | 56 | clear leader |
| sec-and-disclosure-reporting | Workiva | 84% | 55 | consensus |
| spend-management-platforms | Coupa | 56% | 55 | clear leader |
| stablecoin-platforms | BVNK | 39% | 49 | contested |
| strategic-sourcing | SAP Ariba | 36% | 53 | contested |
| supplier-management | SAP Ariba | 35% | 51 | contested |
| telecom-expense-management | Tangoe One Telecom | 42% | 52 | clear leader |
| transfer-pricing | Aibidia | 18% | 50 | contested |
| treasury-management-systems | Kyriba | 35% | 48 | contested |
| virtual-data-rooms | Datasite Diligence | 46% | 57 | clear leader |

**account-reconciliation**: BlackLine 63%, HighRadius 8%, FloQast 6%, Trintech Cadency 6%, Numeric 4%

**accounting-software**: Oracle NetSuite 32%, SAP S/4HANA Finance 28%, Acumatica 12%, Oracle Fusion Cloud ERP 12%, NetSuite ERP 4%

**accounts-payable-automation**: Coupa 20%, Tipalti 18%, Basware 13%, HighRadius 13%, Yooz 11%

**accounts-receivable-automation**: HighRadius 78%, Billtrust 6%, Gaviti 4%, Quadient AR 4%, Bluecopa 2%

**ai-accounting-assistants**: Sage Intacct 15%, Vic.ai 15%, BlackLine 13%, Oracle NetSuite 13%, Rillet 6%

**aml-and-transaction-monitoring**: NICE Actimize 36%, Oracle Financial Crime and Compliance Management 13%, ComplyAdvantage 9%, SAS Anti-Money Laundering 9%, Fraudio 4%

**b2b-bnpl-and-net-terms**: TreviPay 41%, Resolve Pay 28%, Airwallex 3%, BILL 3%, C2FO 3%

**b2b-credit-management**: HighRadius Credit Cloud 73%, Bectran 4%, Credit Pulse 4%, Billtrust 2%, D&B Enterprise Risk Assessment Manager 2%

**b2b-payment-acceptance**: HighRadius 25%, Adyen 24%, Billtrust 16%, Stripe 12%, Stax 6%

**board-and-investor-reporting**: Diligent Boards 30%, Nasdaq Boardvantage 12%, Q4 9%, BoardPro 5%, OnBoard 5%

**board-portals**: Diligent Boards 53%, Nasdaq Boardvantage 19%, Govenda 9%, BoardPro 6%, AppDeck 4%

**business-banking**: Rho 19%, Brex 17%, Chase Business Banking 15%, Bank of America 8%, Mercury 8%

**business-bill-pay**: Tipalti 43%, Coupa 21%, HighRadius 8%, Ramp 5%, BILL 3%

**cap-table-management**: Shareworks 38%, Carta 18%, Morgan Stanley at Work 9%, Qapita 9%, Ledgy 5%

**cash-application**: HighRadius 62%, Stuut 11%, Billtrust 4%, Emagia 4%, Serrala 4%

**cash-flow-forecasting**: Kyriba 24%, Anaplan 16%, Tesorio 16%, HighRadius 14%, OneStream 6%

**chargeback-management**: HighRadius 30%, Chargebacks911 16%, Chargeflow 8%, Accertify 4%, Billtrust 4%

**contractor-payments**: Tipalti 25%, Deel 18%, Worksuite 14%, WorkMarket 12%, Wingspan 7%

**corporate-cards**: Ramp 34%, Brex 16%, American Express Corporate Card 12%, Corpay 7%, American Express Corporate Cashback Card 4%

**corporate-performance-management**: Anaplan 30%, Oracle Fusion Cloud EPM 24%, OneStream 19%, Workday Adaptive Planning 7%, Betterworks 4%

**corporate-tax-provision**: Thomson Reuters ONESOURCE Tax Provision 46%, CSC Corptax 12%, Thomson Reuters ONESOURCE Income Tax 10%, Bloomberg Tax Provision 4%, Wolters Kluwer CCH Tagetik Tax Provision 4%

**corporate-travel-management**: SAP Concur 46%, Navan 28%, Amex GBT Egencia 10%, American Express Global Business Travel 6%, Ramp 4%

**cross-border-payments-and-fx**: Airwallex 22%, Kyriba 20%, Wise Business 11%, Adyen 9%, Tipalti 7%

**crypto-accounting**: Bitwave 57%, Cryptio 14%, Breezing 6%, Cryptoworth 4%, SoftLedger 4%

**ecommerce-fraud-prevention**: Trustpair 24%, Signifyd 20%, Sift 11%, FraudNet 7%, Riskified 7%

**embedded-payments-platforms**: Adyen for Platforms 43%, Stripe Connect 23%, Worldpay for Platforms 11%, Finix 9%, TreviPay 9%

**entity-management**: Diligent Entities 50%, Athennian 18%, CSC Entity Management 11%, Diligent One Platform 5%, Computershare GEMS 2%

**erp-systems**: SAP S/4HANA 52%, Oracle Fusion Cloud ERP 26%, Microsoft Dynamics 365 Finance & Operations 10%, Acumatica 2%, Microsoft Dynamics 365 2%

**esg-and-carbon-reporting**: Workiva 37%, Watershed 33%, IBM Envizi 6%, Persefoni 6%, CarbonTool 4%

**expense-management**: SAP Concur 68%, Ramp 15%, BILL Spend & Expense 4%, Emburse 4%, Expensify 2%

**financial-close-management**: BlackLine 67%, FloQast 12%, OneStream 8%, Numeric 4%, Workiva 4%

**financial-consolidation**: OneStream 63%, Oracle Fusion Cloud EPM 10%, CCH Tagetik 4%, Oracle NetSuite 4%, Acumatica Cloud ERP 2%

**financial-modeling-and-scenario-planning**: Anaplan 57%, Workday Adaptive Planning 16%, Pigment 8%, Limelight 6%, Cube 4%

**financial-reporting-and-dashboards**: Microsoft Power BI 22%, OneStream 11%, Oracle NetSuite 9%, Workday Adaptive Planning 9%, Workiva 9%

**fixed-asset-accounting**: Sage Fixed Assets 20%, SAP Asset Accounting 15%, NetSuite Fixed Assets Management 11%, Oracle NetSuite 9%, AssetAccountant 7%

**fpa-platforms**: Anaplan 53%, OneStream 17%, Workday Adaptive Planning 9%, Limelight 6%, Pigment 6%

**global-e-invoicing-compliance**: Sovos Compliance Network 25%, Avalara E-Invoicing 22%, Pagero 18%, Vertex 15%, Basware 4%

**internal-controls-and-sox**: AuditBoard 23%, Optro 21%, Workiva 16%, MetricStream 8%, SmartSuite SOX Management 6%

**invoicing-software**: NetSuite SuiteBilling 18%, HighRadius 11%, Zuora 9%, SAP Ariba 7%, SAP Concur 7%

**lease-accounting**: Nakisa Lease Administration 32%, FinQuery 20%, LeaseAccelerator 12%, Visual Lease 12%, Black Owl Systems 8%

**merchants-of-record**: Paddle 33%, Cleverbridge 32%, PayPro Global 11%, FastSpring 7%, Creem 5%

**payment-orchestration-platforms**: IXOPAY 21%, Primer 17%, Corefy 13%, Spreedly 12%, Adyen 8%

**procure-to-pay**: Coupa 43%, SAP Ariba 30%, Ivalua 9%, Oracle Fusion Cloud Procurement 7%, GEP SMART 5%

**professional-services-automation**: Kantata 44%, Certinia Professional Services Cloud 16%, BigTime 5%, Certinia PS Cloud 4%, Microsoft Dynamics 365 Project Operations 4%

**rebate-management**: Enable 57%, Vistex 18%, Vendavo 16%, Salesforce Rebate Management 6%, Rebates-On 2%

**revenue-recognition**: Zuora Revenue 58%, HubiFi 6%, BillingPlatform 4%, NetSuite Advanced Revenue Management 4%, SAP Revenue Accounting and Reporting 4%

**saas-metrics-and-analytics**: ChartMogul 25%, Maxio Metrics 8%, Zuora 8%, Looker 6%, Salesforce Revenue Cloud 6%

**sales-tax-automation**: Vertex 48%, Avalara AvaTax 30%, TaxJar 9%, Sphere 5%, Thomson Reuters ONESOURCE 4%

**sec-and-disclosure-reporting**: Workiva 84%, DFIN ActiveDisclosure 9%, ActiveDisclosure 2%, Certent Disclosure Management 2%, IRIS CARBON 2%

**spend-management-platforms**: Coupa 56%, Ramp 11%, Brex 5%, Payhawk 5%, SAP Concur 5%

**stablecoin-platforms**: BVNK 39%, Circle 14%, Bridge 10%, Fireblocks 10%, Stripe Crypto 6%

**strategic-sourcing**: SAP Ariba 36%, Coupa 26%, Ivalua 21%, GEP SMART 6%, GEP Quantum Intelligence 2%

**supplier-management**: SAP Ariba 35%, Coupa 20%, Ivalua 14%, GEP SMART 6%, Gatekeeper 6%

**telecom-expense-management**: Tangoe One Telecom 42%, Calero 12%, Sakon 10%, Cimpl 8%, Vigilis 6%

**transfer-pricing**: Aibidia 18%, TPGenie 16%, Thomson Reuters ONESOURCE Transfer Pricing 10%, Optravis 6%, Thomson Reuters ONESOURCE Transfer Pricing Documenter 6%

**treasury-management-systems**: Kyriba 35%, HighRadius 12%, GTreasury 10%, Oracle Transportation Management 8%, Treasury4 4%

**virtual-data-rooms**: Datasite Diligence 46%, Intralinks 18%, SecureDocs 11%, Firmex 7%, iDeals 5%

## Anti-recommendations

Products most often labeled soft or hard negative, with the number of models that did so at least once in the category, and the share of that product's labels in the category that were negative. A high negative share on a product with few labels is a warning; a low share on a product with many labels is salience, not sentiment.

- **account-reconciliation**: BlackLine (8 models; 8 of 72 labels negative), Microsoft Excel (5 models, 5 hard; 5 of 5 labels negative), FloQast (5 models, 4 hard; 9 of 38 labels negative), Numeric (4 models, 2 hard; 5 of 18 labels negative)
- **accounting-software**: QuickBooks (12 models, 14 hard; 17 of 19 labels negative), Xero (12 models, 12 hard; 14 of 20 labels negative), FreshBooks (9 models, 9 hard; 9 of 10 labels negative), Oracle NetSuite (7 models, 1 hard; 9 of 57 labels negative)
- **accounts-payable-automation**: BILL Accounts Payable (11 models, 6 hard; 18 of 30 labels negative), Ramp (9 models, 3 hard; 12 of 21 labels negative), AvidXchange (6 models; 6 of 24 labels negative), Melio (4 models, 3 hard; 4 of 5 labels negative)
- **accounts-receivable-automation**: HighRadius (8 models; 9 of 65 labels negative), BILL Accounts Receivable (7 models, 4 hard; 8 of 13 labels negative), Upflow (5 models, 1 hard; 6 of 19 labels negative), Chaser (3 models, 2 hard; 3 of 8 labels negative)
- **ai-accounting-assistants**: QuickBooks Online (8 models, 8 hard; 13 of 17 labels negative), Xero (7 models, 7 hard; 12 of 14 labels negative), ChatGPT (4 models, 4 hard; 4 of 4 labels negative), Claude (4 models, 4 hard; 4 of 4 labels negative)
- **aml-and-transaction-monitoring**: NICE Actimize (8 models, 4 hard; 9 of 55 labels negative), SAS AML (6 models, 2 hard; 6 of 16 labels negative), Oracle Mantas (5 models, 2 hard; 5 of 6 labels negative), ComplyAdvantage (4 models; 5 of 37 labels negative)
- **b2b-bnpl-and-net-terms**: Hokodo (7 models, 8 hard; 9 of 18 labels negative), Billie (6 models; 7 of 28 labels negative), Sprinque (5 models, 5 hard; 5 of 5 labels negative), Affirm (5 models, 2 hard; 5 of 8 labels negative)
- **b2b-credit-management**: Kolleno (4 models, 2 hard; 5 of 8 labels negative), Billtrust (3 models; 3 of 20 labels negative), Esker (3 models; 3 of 33 labels negative), Chaser (2 models, 1 hard; 4 of 5 labels negative)
- **b2b-payment-acceptance**: PayPal (9 models, 4 hard; 10 of 14 labels negative), BILL Accounts Receivable (8 models, 4 hard; 11 of 34 labels negative), Stripe (7 models, 1 hard; 9 of 43 labels negative), Melio (3 models, 1 hard; 3 of 3 labels negative)
- **board-and-investor-reporting**: Diligent Boards (9 models, 3 hard; 14 of 55 labels negative), SharePoint (7 models, 5 hard; 7 of 7 labels negative), Dropbox (5 models, 5 hard; 5 of 5 labels negative), Google Drive (4 models, 4 hard; 4 of 4 labels negative)
- **board-portals**: Diligent Boards (10 models, 3 hard; 18 of 73 labels negative), Nasdaq Boardvantage (6 models, 1 hard; 7 of 60 labels negative), Boardable (5 models, 3 hard; 6 of 10 labels negative), BoardEffect (5 models, 1 hard; 6 of 22 labels negative)
- **business-banking**: Mercury (10 models, 5 hard; 18 of 38 labels negative), Brex (9 models, 2 hard; 13 of 45 labels negative), Bank of America (8 models, 6 hard; 10 of 34 labels negative), Wells Fargo (8 models, 4 hard; 9 of 23 labels negative)
- **business-bill-pay**: BILL (14 models, 12 hard; 34 of 56 labels negative), Melio (9 models, 8 hard; 15 of 20 labels negative), Brex (7 models, 5 hard; 10 of 13 labels negative), Ramp (6 models, 3 hard; 10 of 27 labels negative)
- **cap-table-management**: Pulley (13 models, 16 hard; 23 of 46 labels negative), Carta (12 models, 4 hard; 25 of 67 labels negative), AngelList Stack (8 models, 5 hard; 8 of 9 labels negative), Cake Equity (7 models, 7 hard; 9 of 12 labels negative)
- **cash-application**: Serrala (10 models; 11 of 37 labels negative), Billtrust (9 models, 3 hard; 11 of 43 labels negative), BlackLine Cash Application (9 models, 1 hard; 13 of 52 labels negative), HighRadius (8 models, 2 hard; 12 of 65 labels negative)
- **cash-flow-forecasting**: Anaplan (9 models, 1 hard; 11 of 39 labels negative), Float (8 models, 5 hard; 8 of 15 labels negative), Microsoft Excel (7 models, 7 hard; 7 of 7 labels negative), Workday Adaptive Planning (4 models; 6 of 35 labels negative)
- **chargeback-management**: Chargeflow (10 models, 5 hard; 15 of 41 labels negative), Chargebacks911 (6 models, 1 hard; 8 of 44 labels negative), Kount (5 models; 5 of 20 labels negative), Justt (4 models, 2 hard; 5 of 26 labels negative)
- **contractor-payments**: PayPal MassPay (11 models, 8 hard; 13 of 13 labels negative), Gusto (9 models, 4 hard; 10 of 21 labels negative), Wise Business (9 models, 2 hard; 11 of 13 labels negative), Deel (9 models; 11 of 60 labels negative)
- **corporate-cards**: Brex (10 models, 2 hard; 14 of 64 labels negative), Ramp (6 models, 1 hard; 9 of 61 labels negative), BILL Spend & Expense (3 models; 3 of 25 labels negative), Chase Ink (2 models, 2 hard; 3 of 4 labels negative)
- **corporate-performance-management**: Anaplan (12 models, 2 hard; 18 of 67 labels negative), Oracle Fusion Cloud EPM (11 models, 1 hard; 15 of 63 labels negative), Vena (10 models, 3 hard; 10 of 20 labels negative), Workday Adaptive Planning (9 models; 9 of 49 labels negative)
- **corporate-tax-provision**: Excel (6 models, 6 hard; 6 of 6 labels negative), Longview Tax (6 models, 2 hard; 6 of 29 labels negative), Bloomberg Tax Provision (5 models; 5 of 36 labels negative), Avalara (4 models, 1 hard; 5 of 12 labels negative)
- **corporate-travel-management**: SAP Concur (10 models, 3 hard; 12 of 69 labels negative), TravelPerk (9 models, 1 hard; 11 of 42 labels negative), Navan (8 models, 1 hard; 8 of 67 labels negative), Booking.com for Business (7 models, 3 hard; 7 of 13 labels negative)
- **cross-border-payments-and-fx**: PayPal (6 models, 1 hard; 6 of 8 labels negative), Payoneer (5 models, 1 hard; 8 of 21 labels negative), Wise Business (4 models, 2 hard; 7 of 38 labels negative), Adyen (2 models; 2 of 27 labels negative)
- **crypto-accounting**: CoinLedger (8 models, 9 hard; 9 of 12 labels negative), Koinly (8 models, 8 hard; 10 of 12 labels negative), CoinTracker (6 models, 4 hard; 6 of 12 labels negative), ZenLedger (5 models, 5 hard; 6 of 6 labels negative)
- **ecommerce-fraud-prevention**: Signifyd (9 models, 3 hard; 15 of 55 labels negative), Sift (8 models, 1 hard; 12 of 51 labels negative), Riskified (7 models, 3 hard; 12 of 47 labels negative), Kount (7 models, 1 hard; 11 of 38 labels negative)
- **embedded-payments-platforms**: Stripe Connect (11 models, 2 hard; 15 of 58 labels negative), Adyen for Platforms (5 models, 1 hard; 5 of 54 labels negative), Synapse Financial Technologies (4 models, 4 hard; 4 of 4 labels negative), Synapse (3 models, 2 hard; 3 of 3 labels negative)
- **entity-management**: CSC Entity Management (11 models, 6 hard; 13 of 52 labels negative), Computershare GEMS (10 models, 5 hard; 11 of 23 labels negative), Intertrust (8 models, 4 hard; 8 of 8 labels negative), Diligent Entities (8 models, 2 hard; 12 of 59 labels negative)
- **erp-systems**: Oracle NetSuite (10 models, 3 hard; 12 of 35 labels negative), SAP S/4HANA (9 models; 10 of 74 labels negative), Odoo (6 models, 5 hard; 6 of 7 labels negative), Acumatica (6 models, 4 hard; 6 of 13 labels negative)
- **esg-and-carbon-reporting**: Workiva (6 models, 1 hard; 6 of 46 labels negative), SAP Sustainability Control Tower (5 models, 1 hard; 6 of 20 labels negative), IBM Envizi (4 models; 5 of 42 labels negative), Salesforce Net Zero Cloud (3 models, 3 hard; 5 of 12 labels negative)
- **expense-management**: SAP Concur (11 models, 3 hard; 15 of 76 labels negative), Brex (11 models, 1 hard; 17 of 49 labels negative), Ramp (10 models; 10 of 55 labels negative), Expensify (9 models, 5 hard; 17 of 39 labels negative)
- **financial-close-management**: FloQast (10 models, 4 hard; 16 of 59 labels negative), BlackLine (9 models; 11 of 72 labels negative), Numeric (8 models, 3 hard; 9 of 21 labels negative), OneStream (5 models; 5 of 50 labels negative)
- **financial-consolidation**: Anaplan (7 models, 2 hard; 7 of 13 labels negative), Oracle Fusion Cloud EPM (5 models, 4 hard; 5 of 37 labels negative), OneStream (5 models; 5 of 62 labels negative), Planful (5 models; 5 of 20 labels negative)
- **financial-modeling-and-scenario-planning**: Lucidchart (9 models, 7 hard; 12 of 12 labels negative), draw.io (8 models, 5 hard; 8 of 8 labels negative), Visio (6 models, 5 hard; 7 of 7 labels negative), Microsoft Excel (5 models, 5 hard; 5 of 7 labels negative)
- **financial-reporting-and-dashboards**: Google Sheets (7 models, 7 hard; 7 of 7 labels negative), SQL Server Reporting Services (7 models, 6 hard; 7 of 10 labels negative), Microsoft Excel (6 models, 6 hard; 6 of 6 labels negative), Microsoft Power BI (6 models; 6 of 45 labels negative)
- **fixed-asset-accounting**: Asset Panda (6 models, 1 hard; 6 of 24 labels negative), Excel (4 models, 4 hard; 4 of 4 labels negative), Google Sheets (4 models, 4 hard; 4 of 4 labels negative), Spreadsheets (4 models, 4 hard; 4 of 4 labels negative)
- **fpa-platforms**: Anaplan (11 models, 4 hard; 17 of 75 labels negative), Vena (10 models, 6 hard; 13 of 40 labels negative), Cube (9 models, 6 hard; 10 of 22 labels negative), Datarails (9 models, 6 hard; 10 of 22 labels negative)
- **global-e-invoicing-compliance**: SAP Ariba (6 models, 1 hard; 6 of 22 labels negative), Sovos Compliance Network (6 models, 1 hard; 7 of 48 labels negative), QuickBooks Online (5 models, 5 hard; 6 of 7 labels negative), Square Invoices (5 models, 4 hard; 5 of 5 labels negative)
- **internal-controls-and-sox**: Microsoft Excel (6 models, 6 hard; 6 of 7 labels negative), Google Sheets (4 models, 4 hard; 4 of 4 labels negative), ServiceNow Integrated Risk Management (3 models; 3 of 33 labels negative), Vanta (2 models, 1 hard; 2 of 6 labels negative)
- **invoicing-software**: FreshBooks (10 models, 8 hard; 15 of 17 labels negative), Xero (10 models, 6 hard; 15 of 21 labels negative), Wave (9 models, 8 hard; 10 of 11 labels negative), QuickBooks (8 models, 11 hard; 18 of 20 labels negative)
- **lease-accounting**: Visual Lease (4 models; 4 of 45 labels negative), Microsoft Excel (3 models, 3 hard; 3 of 3 labels negative), LeaseCrunch (3 models, 1 hard; 4 of 6 labels negative), Prophix One Lease Accounting (3 models, 1 hard; 3 of 16 labels negative)
- **merchants-of-record**: Lemon Squeezy (8 models, 3 hard; 10 of 15 labels negative), Paddle (7 models, 1 hard; 10 of 54 labels negative), FastSpring (6 models, 1 hard; 6 of 48 labels negative), Digital River (5 models, 10 hard; 11 of 27 labels negative)
- **payment-orchestration-platforms**: Adyen (7 models, 2 hard; 12 of 32 labels negative), Stripe (7 models, 2 hard; 9 of 15 labels negative), Payone (3 models, 1 hard; 3 of 3 labels negative), Checkout.com (3 models; 3 of 15 labels negative)
- **procure-to-pay**: SAP Ariba (11 models, 6 hard; 17 of 72 labels negative), Coupa (10 models, 2 hard; 13 of 71 labels negative), Procurify (5 models, 3 hard; 6 of 14 labels negative), Ivalua (5 models, 2 hard; 6 of 55 labels negative)
- **professional-services-automation**: ConnectWise PSA (7 models, 3 hard; 7 of 8 labels negative), Certinia Professional Services Cloud (6 models, 2 hard; 7 of 44 labels negative), Kantata (5 models, 1 hard; 5 of 60 labels negative), Scoro (5 models, 1 hard; 6 of 15 labels negative)
- **rebate-management**: Vistex (9 models; 14 of 59 labels negative), Enable (7 models, 4 hard; 8 of 63 labels negative), Channelscaler (3 models, 2 hard; 3 of 9 labels negative), Oracle Channel Revenue Management (3 models, 2 hard; 3 of 9 labels negative)
- **revenue-recognition**: Maxio (8 models, 2 hard; 13 of 29 labels negative), NetSuite Advanced Revenue Management (7 models, 2 hard; 9 of 44 labels negative), Zuora Revenue (7 models, 2 hard; 8 of 63 labels negative), SAP Revenue Accounting and Reporting (6 models, 1 hard; 7 of 42 labels negative)
- **saas-metrics-and-analytics**: Baremetrics (12 models, 9 hard; 22 of 40 labels negative), ChartMogul (10 models, 4 hard; 16 of 53 labels negative), ProfitWell Metrics (9 models, 5 hard; 13 of 24 labels negative), Tableau (9 models, 5 hard; 12 of 28 labels negative)
- **sales-tax-automation**: TaxJar (13 models, 11 hard; 21 of 36 labels negative), Avalara AvaTax (9 models, 1 hard; 16 of 77 labels negative), TaxCloud (7 models, 5 hard; 7 of 8 labels negative), Anrok (6 models, 1 hard; 6 of 19 labels negative)
- **sec-and-disclosure-reporting**: Certent (6 models; 6 of 17 labels negative), Workiva (5 models; 7 of 79 labels negative), Certent Disclosure Management (4 models; 4 of 36 labels negative), DFIN ActiveDisclosure (3 models; 3 of 67 labels negative)
- **spend-management-platforms**: Brex (11 models, 4 hard; 18 of 48 labels negative), Ramp (10 models, 3 hard; 20 of 55 labels negative), Coupa (10 models; 11 of 68 labels negative), Expensify (8 models, 4 hard; 9 of 9 labels negative)
- **stablecoin-platforms**: TerraUSD (8 models, 8 hard; 8 of 8 labels negative), Tether (4 models, 1 hard; 7 of 7 labels negative), DAI (4 models; 4 of 4 labels negative), USDT (4 models; 4 of 5 labels negative)
- **strategic-sourcing**: SAP Ariba (9 models, 2 hard; 12 of 61 labels negative), Coupa (7 models; 8 of 60 labels negative), Precoro (4 models, 2 hard; 5 of 5 labels negative), Procurify (4 models, 1 hard; 4 of 6 labels negative)
- **supplier-management**: SAP Ariba (13 models, 6 hard; 19 of 67 labels negative), Coupa (12 models, 3 hard; 14 of 65 labels negative), Oracle Fusion Cloud Procurement (5 models, 2 hard; 5 of 17 labels negative), GEP SMART (5 models; 5 of 28 labels negative)
- **telecom-expense-management**: Tangoe One Telecom (11 models, 2 hard; 12 of 61 labels negative), Calero (8 models, 3 hard; 9 of 50 labels negative), Calero-MDSL (3 models; 3 of 11 labels negative), Genuity (3 models; 3 of 8 labels negative)
- **transfer-pricing**: LexisNexis (5 models, 1 hard; 5 of 5 labels negative), Thomson Reuters ONESOURCE (5 models, 1 hard; 5 of 13 labels negative), Exactera Transfer Pricing (3 models, 1 hard; 4 of 22 labels negative), Wolters Kluwer (3 models, 1 hard; 3 of 7 labels negative)
- **treasury-management-systems**: Kyriba (13 models, 1 hard; 14 of 58 labels negative), SAP Treasury and Risk Management (10 models, 1 hard; 10 of 42 labels negative), ION Treasury (7 models; 8 of 32 labels negative), Coupa Treasury (6 models, 1 hard; 8 of 12 labels negative)
- **virtual-data-rooms**: Box (8 models, 7 hard; 10 of 24 labels negative), Datasite Diligence (8 models, 4 hard; 13 of 67 labels negative), Intralinks (7 models, 4 hard; 11 of 55 labels negative), Dropbox (6 models, 6 hard; 6 of 6 labels negative)

## Leadership and criticism

First-choice share and negative label rate are independent, so every product with at least 10 labels in a category is placed on both axes. Cutoffs: leader at 30% or more of first choices, criticized at 25% or more negative labels. An endorsed leader is recommended and not criticized; a criticized default is recommended while the models list its problems; a criticized challenger is named mostly to be warned against.

| Category | Product | First-choice share | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|
| account-reconciliation | BlackLine | 63% | 11% | 72 | endorsed leader |
| account-reconciliation | HighRadius | 8% | 3% | 34 | accepted challenger |
| account-reconciliation | Trintech Cadency | 6% | 11% | 28 | accepted challenger |
| account-reconciliation | FloQast | 6% | 24% | 38 | accepted challenger |
| account-reconciliation | Numeric | 4% | 28% | 18 | criticized challenger |
| account-reconciliation | Oracle Account Reconciliation Cloud | 4% | 28% | 18 | criticized challenger |
| account-reconciliation | OneStream | 2% | 0% | 25 | accepted challenger |
| account-reconciliation | Trintech | 2% | 6% | 31 | accepted challenger |
| account-reconciliation | Oracle Fusion Cloud EPM | 2% | 18% | 11 | accepted challenger |
| account-reconciliation | ReconArt | 0% | 13% | 15 | accepted challenger |
| accounting-software | Oracle NetSuite | 32% | 16% | 57 | endorsed leader |
| accounting-software | SAP S/4HANA Finance | 28% | 4% | 56 | accepted challenger |
| accounting-software | Acumatica | 12% | 0% | 14 | accepted challenger |
| accounting-software | Oracle Fusion Cloud ERP | 12% | 6% | 31 | accepted challenger |
| accounting-software | Microsoft Dynamics 365 Finance | 2% | 2% | 43 | accepted challenger |
| accounting-software | Workday Financial Management | 2% | 3% | 33 | accepted challenger |
| accounting-software | Sage Intacct | 2% | 12% | 40 | accepted challenger |
| accounting-software | Xero | 2% | 70% | 20 | criticized challenger |
| accounting-software | QuickBooks | 0% | 89% | 19 | criticized challenger |
| accounting-software | FreshBooks | 0% | 90% | 10 | criticized challenger |
| accounts-payable-automation | Coupa | 20% | 12% | 51 | accepted challenger |
| accounts-payable-automation | Tipalti | 18% | 5% | 57 | accepted challenger |
| accounts-payable-automation | HighRadius | 13% | 0% | 22 | accepted challenger |
| accounts-payable-automation | Basware | 13% | 7% | 30 | accepted challenger |
| accounts-payable-automation | Medius | 5% | 0% | 29 | accepted challenger |
| accounts-payable-automation | Stampli | 4% | 8% | 25 | accepted challenger |
| accounts-payable-automation | BILL Accounts Payable | 4% | 60% | 30 | criticized challenger |
| accounts-payable-automation | SAP Concur | 2% | 14% | 21 | accepted challenger |
| accounts-payable-automation | SAP Ariba | 2% | 18% | 17 | accepted challenger |
| accounts-payable-automation | AvidXchange | 0% | 25% | 24 | criticized challenger |
| accounts-payable-automation | Ramp | 0% | 57% | 21 | criticized challenger |
| accounts-receivable-automation | HighRadius | 78% | 14% | 65 | endorsed leader |
| accounts-receivable-automation | Billtrust | 6% | 7% | 45 | accepted challenger |
| accounts-receivable-automation | Versapay | 0% | 0% | 21 | accepted challenger |
| accounts-receivable-automation | Tesorio | 0% | 9% | 11 | accepted challenger |
| accounts-receivable-automation | Esker | 0% | 12% | 24 | accepted challenger |
| accounts-receivable-automation | Sidetrade | 0% | 12% | 16 | accepted challenger |
| accounts-receivable-automation | BlackLine Invoice-to-Cash | 0% | 16% | 19 | accepted challenger |
| accounts-receivable-automation | Upflow | 0% | 32% | 19 | criticized challenger |
| accounts-receivable-automation | BILL Accounts Receivable | 0% | 62% | 13 | criticized challenger |
| ai-accounting-assistants | Sage Intacct | 15% | 6% | 31 | accepted challenger |
| ai-accounting-assistants | Vic.ai | 15% | 7% | 41 | accepted challenger |
| ai-accounting-assistants | BlackLine | 13% | 0% | 25 | accepted challenger |
| ai-accounting-assistants | Oracle NetSuite | 13% | 7% | 27 | accepted challenger |
| ai-accounting-assistants | Rillet | 6% | 20% | 10 | accepted challenger |
| ai-accounting-assistants | Numeric | 4% | 15% | 20 | accepted challenger |
| ai-accounting-assistants | Trullion | 0% | 0% | 13 | accepted challenger |
| ai-accounting-assistants | FloQast | 0% | 4% | 23 | accepted challenger |
| ai-accounting-assistants | Ramp Accounting Agent | 0% | 6% | 16 | accepted challenger |
| ai-accounting-assistants | BILL | 0% | 25% | 16 | criticized challenger |
| ai-accounting-assistants | QuickBooks Online | 0% | 76% | 17 | criticized challenger |
| ai-accounting-assistants | Xero | 0% | 86% | 14 | criticized challenger |
| aml-and-transaction-monitoring | NICE Actimize | 36% | 16% | 55 | endorsed leader |
| aml-and-transaction-monitoring | Oracle Financial Crime and Compliance Management | 13% | 14% | 28 | accepted challenger |
| aml-and-transaction-monitoring | SAS Anti-Money Laundering | 9% | 5% | 20 | accepted challenger |
| aml-and-transaction-monitoring | ComplyAdvantage | 9% | 14% | 37 | accepted challenger |
| aml-and-transaction-monitoring | LexisNexis Risk Solutions | 4% | 12% | 17 | accepted challenger |
| aml-and-transaction-monitoring | Unit21 | 2% | 14% | 14 | accepted challenger |
| aml-and-transaction-monitoring | Fenergo | 2% | 36% | 11 | criticized challenger |
| aml-and-transaction-monitoring | Quantexa | 0% | 0% | 11 | accepted challenger |
| aml-and-transaction-monitoring | Alessa | 0% | 10% | 10 | accepted challenger |
| aml-and-transaction-monitoring | Feedzai | 0% | 20% | 15 | accepted challenger |
| aml-and-transaction-monitoring | SAS AML | 0% | 38% | 16 | criticized challenger |
| b2b-bnpl-and-net-terms | TreviPay | 41% | 0% | 36 | endorsed leader |
| b2b-bnpl-and-net-terms | Resolve Pay | 28% | 4% | 49 | accepted challenger |
| b2b-bnpl-and-net-terms | Mondu | 3% | 20% | 25 | accepted challenger |
| b2b-bnpl-and-net-terms | Balance | 0% | 5% | 21 | accepted challenger |
| b2b-bnpl-and-net-terms | Two | 0% | 10% | 20 | accepted challenger |
| b2b-bnpl-and-net-terms | Credit Key | 0% | 14% | 22 | accepted challenger |
| b2b-bnpl-and-net-terms | Billie | 0% | 25% | 28 | criticized challenger |
| b2b-bnpl-and-net-terms | Slope | 0% | 36% | 14 | criticized challenger |
| b2b-bnpl-and-net-terms | Hokodo | 0% | 50% | 18 | criticized challenger |
| b2b-credit-management | HighRadius Credit Cloud | 73% | 3% | 62 | endorsed leader |
| b2b-credit-management | Bectran | 4% | 0% | 26 | accepted challenger |
| b2b-credit-management | Credit Pulse | 4% | 0% | 13 | accepted challenger |
| b2b-credit-management | Quadient AR | 2% | 0% | 10 | accepted challenger |
| b2b-credit-management | Sidetrade | 2% | 0% | 15 | accepted challenger |
| b2b-credit-management | Esker | 2% | 9% | 33 | accepted challenger |
| b2b-credit-management | SAP Credit Management | 2% | 10% | 10 | accepted challenger |
| b2b-credit-management | Billtrust | 2% | 15% | 20 | accepted challenger |
| b2b-credit-management | Onguard | 0% | 0% | 10 | accepted challenger |
| b2b-credit-management | D&B Finance Analytics | 0% | 0% | 10 | accepted challenger |
| b2b-credit-management | Creditsafe | 0% | 0% | 14 | accepted challenger |
| b2b-credit-management | Tesorio | 0% | 9% | 11 | accepted challenger |
| b2b-payment-acceptance | HighRadius | 25% | 0% | 42 | accepted challenger |
| b2b-payment-acceptance | Adyen | 24% | 3% | 35 | accepted challenger |
| b2b-payment-acceptance | Billtrust | 16% | 0% | 23 | accepted challenger |
| b2b-payment-acceptance | Stripe | 12% | 21% | 43 | accepted challenger |
| b2b-payment-acceptance | Tipalti | 4% | 8% | 26 | accepted challenger |
| b2b-payment-acceptance | TreviPay | 2% | 0% | 11 | accepted challenger |
| b2b-payment-acceptance | Worldpay | 2% | 8% | 13 | accepted challenger |
| b2b-payment-acceptance | BILL Accounts Receivable | 2% | 32% | 34 | criticized challenger |
| b2b-payment-acceptance | Airwallex | 0% | 0% | 12 | accepted challenger |
| b2b-payment-acceptance | Coupa Pay | 0% | 0% | 13 | accepted challenger |
| b2b-payment-acceptance | Versapay | 0% | 12% | 16 | accepted challenger |
| b2b-payment-acceptance | PayPal | 0% | 71% | 14 | criticized challenger |
| board-and-investor-reporting | Diligent Boards | 30% | 25% | 55 | criticized challenger |
| board-and-investor-reporting | Nasdaq Boardvantage | 12% | 11% | 46 | accepted challenger |
| board-and-investor-reporting | BoardPro | 5% | 10% | 10 | accepted challenger |
| board-and-investor-reporting | OnBoard | 5% | 18% | 34 | accepted challenger |
| board-and-investor-reporting | Board Intelligence | 4% | 4% | 28 | accepted challenger |
| board-and-investor-reporting | BoardEffect | 0% | 23% | 13 | accepted challenger |
| board-and-investor-reporting | Boardable | 0% | 40% | 15 | criticized challenger |
| board-portals | Diligent Boards | 53% | 25% | 73 | endorsed leader |
| board-portals | Nasdaq Boardvantage | 19% | 12% | 60 | accepted challenger |
| board-portals | Govenda | 9% | 7% | 14 | accepted challenger |
| board-portals | BoardPro | 6% | 30% | 10 | criticized challenger |
| board-portals | OnBoard | 2% | 11% | 44 | accepted challenger |
| board-portals | BoardEffect | 2% | 27% | 22 | criticized challenger |
| board-portals | Aprio Board Portal | 2% | 31% | 13 | criticized challenger |
| board-portals | Board Intelligence | 0% | 0% | 16 | accepted challenger |
| board-portals | Azeus Convene | 0% | 8% | 25 | accepted challenger |
| board-portals | Boardable | 0% | 60% | 10 | criticized challenger |
| business-banking | Rho | 19% | 14% | 29 | accepted challenger |
| business-banking | Brex | 17% | 29% | 45 | criticized challenger |
| business-banking | Chase Business Banking | 15% | 19% | 42 | accepted challenger |
| business-banking | Bank of America | 8% | 29% | 34 | criticized challenger |
| business-banking | Mercury | 8% | 47% | 38 | criticized challenger |
| business-banking | Airwallex | 6% | 0% | 15 | accepted challenger |
| business-banking | Ramp | 4% | 26% | 23 | criticized challenger |
| business-banking | Relay | 2% | 33% | 12 | criticized challenger |
| business-banking | HSBC | 0% | 10% | 10 | accepted challenger |
| business-banking | Citibank | 0% | 33% | 21 | criticized challenger |
| business-banking | Wells Fargo | 0% | 39% | 23 | criticized challenger |
| business-bill-pay | Tipalti | 43% | 3% | 59 | endorsed leader |
| business-bill-pay | Coupa | 21% | 2% | 50 | accepted challenger |
| business-bill-pay | HighRadius | 8% | 0% | 20 | accepted challenger |
| business-bill-pay | Ramp | 5% | 37% | 27 | criticized challenger |
| business-bill-pay | BILL | 3% | 61% | 56 | criticized challenger |
| business-bill-pay | Stampli | 2% | 0% | 17 | accepted challenger |
| business-bill-pay | AvidXchange | 2% | 22% | 27 | accepted challenger |
| business-bill-pay | Brex | 2% | 77% | 13 | criticized challenger |
| business-bill-pay | Medius | 0% | 0% | 10 | accepted challenger |
| business-bill-pay | SAP Ariba | 0% | 7% | 15 | accepted challenger |
| business-bill-pay | SAP Concur | 0% | 10% | 10 | accepted challenger |
| business-bill-pay | Melio | 0% | 75% | 20 | criticized challenger |
| cap-table-management | Shareworks | 38% | 7% | 56 | endorsed leader |
| cap-table-management | Carta | 18% | 37% | 67 | criticized challenger |
| cap-table-management | Morgan Stanley at Work | 9% | 0% | 15 | accepted challenger |
| cap-table-management | Qapita | 9% | 23% | 26 | accepted challenger |
| cap-table-management | Ledgy | 5% | 11% | 38 | accepted challenger |
| cap-table-management | Pulley | 5% | 50% | 46 | criticized challenger |
| cap-table-management | J.P. Morgan Workplace Solutions | 4% | 9% | 23 | accepted challenger |
| cap-table-management | Certent Equity Management | 2% | 0% | 12 | accepted challenger |
| cap-table-management | Eqvista | 2% | 33% | 21 | criticized challenger |
| cap-table-management | Astrella | 0% | 20% | 10 | accepted challenger |
| cap-table-management | Cake Equity | 0% | 75% | 12 | criticized challenger |
| cash-application | HighRadius | 62% | 18% | 65 | endorsed leader |
| cash-application | Emagia | 4% | 15% | 20 | accepted challenger |
| cash-application | Billtrust | 4% | 26% | 43 | criticized challenger |
| cash-application | Serrala | 4% | 30% | 37 | criticized challenger |
| cash-application | BlackLine Cash Application | 0% | 25% | 52 | criticized challenger |
| cash-application | Quadient Accounts Receivable | 0% | 33% | 12 | criticized challenger |
| cash-application | Esker | 0% | 36% | 33 | criticized challenger |
| cash-application | Versapay | 0% | 41% | 22 | criticized challenger |
| cash-flow-forecasting | Kyriba | 24% | 2% | 45 | accepted challenger |
| cash-flow-forecasting | Tesorio | 16% | 4% | 24 | accepted challenger |
| cash-flow-forecasting | Anaplan | 16% | 28% | 39 | criticized challenger |
| cash-flow-forecasting | HighRadius | 14% | 3% | 37 | accepted challenger |
| cash-flow-forecasting | Workday Adaptive Planning | 6% | 17% | 35 | accepted challenger |
| cash-flow-forecasting | Trovata | 2% | 0% | 15 | accepted challenger |
| cash-flow-forecasting | Vena | 2% | 19% | 16 | accepted challenger |
| cash-flow-forecasting | Float | 2% | 53% | 15 | criticized challenger |
| cash-flow-forecasting | Drivetrain | 0% | 0% | 15 | accepted challenger |
| cash-flow-forecasting | GTreasury | 0% | 0% | 13 | accepted challenger |
| cash-flow-forecasting | SAP Treasury and Risk Management | 0% | 8% | 13 | accepted challenger |
| cash-flow-forecasting | Planful | 0% | 10% | 10 | accepted challenger |
| chargeback-management | HighRadius | 30% | 0% | 18 | endorsed leader |
| chargeback-management | Chargebacks911 | 16% | 18% | 44 | accepted challenger |
| chargeback-management | Chargeflow | 8% | 37% | 41 | criticized challenger |
| chargeback-management | Accertify | 4% | 0% | 10 | accepted challenger |
| chargeback-management | Justt | 4% | 19% | 26 | accepted challenger |
| chargeback-management | Signifyd | 4% | 21% | 14 | accepted challenger |
| chargeback-management | Quavo | 2% | 0% | 11 | accepted challenger |
| chargeback-management | Sift | 2% | 0% | 13 | accepted challenger |
| chargeback-management | Midigator | 0% | 11% | 19 | accepted challenger |
| chargeback-management | Verifi | 0% | 20% | 15 | accepted challenger |
| chargeback-management | Ethoca | 0% | 25% | 12 | criticized challenger |
| chargeback-management | Kount | 0% | 25% | 20 | criticized challenger |
| contractor-payments | Tipalti | 25% | 6% | 49 | accepted challenger |
| contractor-payments | Deel | 18% | 18% | 60 | accepted challenger |
| contractor-payments | Worksuite | 14% | 0% | 31 | accepted challenger |
| contractor-payments | WorkMarket | 12% | 12% | 16 | accepted challenger |
| contractor-payments | Wingspan | 7% | 6% | 16 | accepted challenger |
| contractor-payments | Rippling | 4% | 13% | 30 | accepted challenger |
| contractor-payments | Remote | 4% | 18% | 33 | accepted challenger |
| contractor-payments | BILL | 2% | 7% | 14 | accepted challenger |
| contractor-payments | Papaya Global | 0% | 11% | 19 | accepted challenger |
| contractor-payments | Gusto | 0% | 48% | 21 | criticized challenger |
| contractor-payments | Payoneer Workforce Management | 0% | 57% | 14 | criticized challenger |
| contractor-payments | Wise Business | 0% | 85% | 13 | criticized challenger |
| contractor-payments | PayPal MassPay | 0% | 100% | 13 | criticized challenger |
| corporate-cards | Ramp | 34% | 15% | 61 | endorsed leader |
| corporate-cards | Brex | 16% | 22% | 64 | accepted challenger |
| corporate-cards | American Express Corporate Card | 12% | 6% | 36 | accepted challenger |
| corporate-cards | Corpay | 7% | 6% | 18 | accepted challenger |
| corporate-cards | J.P. Morgan Commercial Cards | 4% | 0% | 16 | accepted challenger |
| corporate-cards | Navan | 2% | 0% | 15 | accepted challenger |
| corporate-cards | BILL Spend & Expense | 2% | 12% | 25 | accepted challenger |
| corporate-cards | Rippling Spend | 2% | 15% | 13 | accepted challenger |
| corporate-cards | Citi Commercial Cards | 0% | 7% | 15 | accepted challenger |
| corporate-cards | Airwallex | 0% | 9% | 11 | accepted challenger |
| corporate-cards | SAP Concur | 0% | 20% | 10 | accepted challenger |
| corporate-performance-management | Anaplan | 30% | 27% | 67 | criticized challenger |
| corporate-performance-management | Oracle Fusion Cloud EPM | 24% | 24% | 63 | accepted challenger |
| corporate-performance-management | OneStream | 19% | 10% | 52 | accepted challenger |
| corporate-performance-management | Workday Adaptive Planning | 7% | 18% | 49 | accepted challenger |
| corporate-performance-management | Board | 0% | 8% | 12 | accepted challenger |
| corporate-performance-management | CCH Tagetik | 0% | 9% | 11 | accepted challenger |
| corporate-performance-management | SAP Analytics Cloud | 0% | 11% | 18 | accepted challenger |
| corporate-performance-management | Planful | 0% | 18% | 17 | accepted challenger |
| corporate-performance-management | IBM Planning Analytics | 0% | 25% | 16 | criticized challenger |
| corporate-performance-management | Jedox | 0% | 33% | 12 | criticized challenger |
| corporate-performance-management | Prophix | 0% | 36% | 14 | criticized challenger |
| corporate-performance-management | Vena | 0% | 50% | 20 | criticized challenger |
| corporate-tax-provision | Thomson Reuters ONESOURCE Tax Provision | 46% | 7% | 57 | endorsed leader |
| corporate-tax-provision | CSC Corptax | 12% | 3% | 35 | accepted challenger |
| corporate-tax-provision | Wolters Kluwer CCH Tagetik Tax Provision | 4% | 9% | 11 | accepted challenger |
| corporate-tax-provision | Bloomberg Tax Provision | 4% | 14% | 36 | accepted challenger |
| corporate-tax-provision | Sovos Tax Provision | 2% | 4% | 25 | accepted challenger |
| corporate-tax-provision | Longview Tax | 2% | 21% | 29 | accepted challenger |
| corporate-tax-provision | Vertex | 2% | 24% | 17 | accepted challenger |
| corporate-tax-provision | Avalara | 2% | 42% | 12 | criticized challenger |
| corporate-tax-provision | Oracle Tax Reporting | 0% | 0% | 19 | accepted challenger |
| corporate-travel-management | SAP Concur | 46% | 17% | 69 | endorsed leader |
| corporate-travel-management | Navan | 28% | 12% | 67 | accepted challenger |
| corporate-travel-management | Amex GBT Egencia | 10% | 9% | 43 | accepted challenger |
| corporate-travel-management | American Express Global Business Travel | 6% | 23% | 26 | accepted challenger |
| corporate-travel-management | Ramp | 4% | 13% | 15 | accepted challenger |
| corporate-travel-management | ITILITE | 2% | 0% | 11 | accepted challenger |
| corporate-travel-management | Spotnana | 2% | 8% | 12 | accepted challenger |
| corporate-travel-management | BCD Travel | 0% | 20% | 20 | accepted challenger |
| corporate-travel-management | CWT | 0% | 25% | 16 | criticized challenger |
| corporate-travel-management | TravelPerk | 0% | 26% | 42 | criticized challenger |
| corporate-travel-management | Booking.com for Business | 0% | 54% | 13 | criticized challenger |
| cross-border-payments-and-fx | Airwallex | 22% | 6% | 49 | accepted challenger |
| cross-border-payments-and-fx | Kyriba | 20% | 0% | 13 | accepted challenger |
| cross-border-payments-and-fx | Wise Business | 11% | 18% | 38 | accepted challenger |
| cross-border-payments-and-fx | Adyen | 9% | 7% | 27 | accepted challenger |
| cross-border-payments-and-fx | Tipalti | 7% | 5% | 22 | accepted challenger |
| cross-border-payments-and-fx | Convera | 6% | 4% | 23 | accepted challenger |
| cross-border-payments-and-fx | Nium | 4% | 0% | 13 | accepted challenger |
| cross-border-payments-and-fx | Thunes | 4% | 5% | 20 | accepted challenger |
| cross-border-payments-and-fx | Corpay Cross-Border Payments | 2% | 0% | 14 | accepted challenger |
| cross-border-payments-and-fx | Stripe | 0% | 14% | 21 | accepted challenger |
| cross-border-payments-and-fx | Payoneer | 0% | 38% | 21 | criticized challenger |
| crypto-accounting | Bitwave | 57% | 5% | 66 | endorsed leader |
| crypto-accounting | Cryptio | 14% | 8% | 49 | accepted challenger |
| crypto-accounting | TRES Finance | 4% | 10% | 41 | accepted challenger |
| crypto-accounting | Cryptoworth | 4% | 11% | 28 | accepted challenger |
| crypto-accounting | SoftLedger | 4% | 20% | 20 | accepted challenger |
| crypto-accounting | TaxBit | 2% | 12% | 26 | accepted challenger |
| crypto-accounting | CoinTracker | 2% | 50% | 12 | criticized challenger |
| crypto-accounting | Lukka | 0% | 7% | 14 | accepted challenger |
| crypto-accounting | Ledgible | 0% | 18% | 11 | accepted challenger |
| crypto-accounting | CoinLedger | 0% | 75% | 12 | criticized challenger |
| crypto-accounting | Koinly | 0% | 83% | 12 | criticized challenger |
| ecommerce-fraud-prevention | Trustpair | 24% | 0% | 17 | accepted challenger |
| ecommerce-fraud-prevention | Signifyd | 20% | 27% | 55 | criticized challenger |
| ecommerce-fraud-prevention | Sift | 11% | 24% | 51 | accepted challenger |
| ecommerce-fraud-prevention | Stripe Radar | 7% | 20% | 20 | accepted challenger |
| ecommerce-fraud-prevention | Riskified | 7% | 26% | 47 | criticized challenger |
| ecommerce-fraud-prevention | SEON | 6% | 8% | 24 | accepted challenger |
| ecommerce-fraud-prevention | Forter | 4% | 20% | 44 | accepted challenger |
| ecommerce-fraud-prevention | Kount | 2% | 29% | 38 | criticized challenger |
| ecommerce-fraud-prevention | ClearSale | 0% | 31% | 13 | criticized challenger |
| embedded-payments-platforms | Adyen for Platforms | 43% | 9% | 54 | endorsed leader |
| embedded-payments-platforms | Stripe Connect | 23% | 26% | 58 | criticized challenger |
| embedded-payments-platforms | Worldpay for Platforms | 11% | 5% | 19 | accepted challenger |
| embedded-payments-platforms | Finix | 9% | 8% | 36 | accepted challenger |
| embedded-payments-platforms | Stax Connect | 4% | 0% | 12 | accepted challenger |
| entity-management | Diligent Entities | 50% | 20% | 59 | endorsed leader |
| entity-management | Athennian | 18% | 9% | 56 | accepted challenger |
| entity-management | CSC Entity Management | 11% | 25% | 52 | criticized challenger |
| entity-management | Filejet | 2% | 0% | 13 | accepted challenger |
| entity-management | DiliTrust Entity Management | 2% | 7% | 15 | accepted challenger |
| entity-management | Computershare GEMS | 2% | 48% | 23 | criticized challenger |
| entity-management | MinuteBox | 0% | 0% | 12 | accepted challenger |
| entity-management | CT Corporation Entity Management | 0% | 12% | 16 | accepted challenger |
| entity-management | EntityKeeper | 0% | 32% | 22 | criticized challenger |
| erp-systems | SAP S/4HANA | 52% | 14% | 74 | endorsed leader |
| erp-systems | Oracle Fusion Cloud ERP | 26% | 9% | 66 | accepted challenger |
| erp-systems | Microsoft Dynamics 365 Finance & Operations | 10% | 6% | 34 | accepted challenger |
| erp-systems | Workday Financial Management | 2% | 5% | 39 | accepted challenger |
| erp-systems | Microsoft Dynamics 365 | 2% | 10% | 29 | accepted challenger |
| erp-systems | Acumatica | 2% | 46% | 13 | criticized challenger |
| erp-systems | Infor CloudSuite | 0% | 19% | 27 | accepted challenger |
| erp-systems | Oracle NetSuite | 0% | 34% | 35 | criticized challenger |
| esg-and-carbon-reporting | Workiva | 37% | 13% | 46 | endorsed leader |
| esg-and-carbon-reporting | Watershed | 33% | 9% | 35 | endorsed leader |
| esg-and-carbon-reporting | Persefoni | 6% | 4% | 28 | accepted challenger |
| esg-and-carbon-reporting | IBM Envizi | 6% | 12% | 42 | accepted challenger |
| esg-and-carbon-reporting | Novisto | 2% | 6% | 18 | accepted challenger |
| esg-and-carbon-reporting | Sweep | 2% | 10% | 20 | accepted challenger |
| esg-and-carbon-reporting | SAP Sustainability Control Tower | 2% | 30% | 20 | criticized challenger |
| esg-and-carbon-reporting | Sphera | 0% | 6% | 16 | accepted challenger |
| esg-and-carbon-reporting | Microsoft Cloud for Sustainability | 0% | 15% | 13 | accepted challenger |
| esg-and-carbon-reporting | Diligent ESG | 0% | 18% | 11 | accepted challenger |
| esg-and-carbon-reporting | Salesforce Net Zero Cloud | 0% | 42% | 12 | criticized challenger |
| expense-management | SAP Concur | 68% | 20% | 76 | endorsed leader |
| expense-management | Ramp | 15% | 18% | 55 | accepted challenger |
| expense-management | Emburse | 4% | 15% | 41 | accepted challenger |
| expense-management | BILL Spend & Expense | 4% | 38% | 13 | criticized challenger |
| expense-management | Expensify | 2% | 44% | 39 | criticized challenger |
| expense-management | Navan | 0% | 8% | 36 | accepted challenger |
| expense-management | Coupa Expense Management | 0% | 9% | 22 | accepted challenger |
| expense-management | Rippling Spend | 0% | 20% | 10 | accepted challenger |
| expense-management | Brex | 0% | 35% | 49 | criticized challenger |
| expense-management | Zoho Expense | 0% | 55% | 11 | criticized challenger |
| financial-close-management | BlackLine | 67% | 15% | 72 | endorsed leader |
| financial-close-management | FloQast | 12% | 27% | 59 | criticized challenger |
| financial-close-management | OneStream | 8% | 10% | 50 | accepted challenger |
| financial-close-management | Workiva | 4% | 19% | 26 | accepted challenger |
| financial-close-management | Numeric | 4% | 43% | 21 | criticized challenger |
| financial-close-management | HighRadius | 0% | 0% | 11 | accepted challenger |
| financial-close-management | Trintech | 0% | 5% | 19 | accepted challenger |
| financial-close-management | Trintech Cadency | 0% | 16% | 19 | accepted challenger |
| financial-consolidation | OneStream | 63% | 8% | 62 | endorsed leader |
| financial-consolidation | Oracle Fusion Cloud EPM | 10% | 14% | 37 | accepted challenger |
| financial-consolidation | CCH Tagetik | 4% | 9% | 32 | accepted challenger |
| financial-consolidation | Oracle NetSuite | 4% | 20% | 10 | accepted challenger |
| financial-consolidation | SAP S/4HANA Finance for Group Reporting | 2% | 4% | 26 | accepted challenger |
| financial-consolidation | Workiva | 2% | 6% | 16 | accepted challenger |
| financial-consolidation | Oracle Financial Consolidation and Close | 2% | 21% | 14 | accepted challenger |
| financial-consolidation | Planful | 2% | 25% | 20 | criticized challenger |
| financial-consolidation | Sage Intacct | 0% | 0% | 10 | accepted challenger |
| financial-consolidation | Workday Adaptive Planning | 0% | 10% | 10 | accepted challenger |
| financial-consolidation | Prophix | 0% | 20% | 10 | accepted challenger |
| financial-consolidation | BlackLine | 0% | 21% | 19 | accepted challenger |
| financial-consolidation | Anaplan | 0% | 54% | 13 | criticized challenger |
| financial-modeling-and-scenario-planning | Anaplan | 57% | 10% | 49 | endorsed leader |
| financial-modeling-and-scenario-planning | Workday Adaptive Planning | 16% | 5% | 41 | accepted challenger |
| financial-modeling-and-scenario-planning | Pigment | 8% | 16% | 19 | accepted challenger |
| financial-modeling-and-scenario-planning | Cube | 4% | 10% | 10 | accepted challenger |
| financial-modeling-and-scenario-planning | Oracle Fusion Cloud EPM | 4% | 19% | 16 | accepted challenger |
| financial-modeling-and-scenario-planning | OneStream | 2% | 7% | 14 | accepted challenger |
| financial-modeling-and-scenario-planning | Planful | 0% | 12% | 17 | accepted challenger |
| financial-modeling-and-scenario-planning | SAP PowerDesigner | 0% | 18% | 11 | accepted challenger |
| financial-modeling-and-scenario-planning | Vena | 0% | 22% | 18 | accepted challenger |
| financial-modeling-and-scenario-planning | ER/Studio | 0% | 25% | 12 | criticized challenger |
| financial-modeling-and-scenario-planning | Erwin Data Modeler | 0% | 27% | 11 | criticized challenger |
| financial-modeling-and-scenario-planning | Lucidchart | 0% | 100% | 12 | criticized challenger |
| financial-reporting-and-dashboards | Microsoft Power BI | 22% | 13% | 45 | accepted challenger |
| financial-reporting-and-dashboards | OneStream | 11% | 5% | 21 | accepted challenger |
| financial-reporting-and-dashboards | Workday Adaptive Planning | 9% | 10% | 20 | accepted challenger |
| financial-reporting-and-dashboards | Workiva | 9% | 15% | 20 | accepted challenger |
| financial-reporting-and-dashboards | Oracle NetSuite | 9% | 23% | 13 | accepted challenger |
| financial-reporting-and-dashboards | SAP Analytics Cloud | 7% | 15% | 20 | accepted challenger |
| financial-reporting-and-dashboards | Anaplan | 2% | 20% | 20 | accepted challenger |
| financial-reporting-and-dashboards | Qlik Sense | 0% | 5% | 19 | accepted challenger |
| financial-reporting-and-dashboards | Oracle Analytics | 0% | 8% | 12 | accepted challenger |
| financial-reporting-and-dashboards | Looker | 0% | 14% | 22 | accepted challenger |
| financial-reporting-and-dashboards | Domo | 0% | 20% | 10 | accepted challenger |
| financial-reporting-and-dashboards | Tableau | 0% | 21% | 34 | accepted challenger |
| financial-reporting-and-dashboards | IBM Cognos Analytics | 0% | 29% | 17 | criticized challenger |
| financial-reporting-and-dashboards | SQL Server Reporting Services | 0% | 70% | 10 | criticized challenger |
| fixed-asset-accounting | Sage Fixed Assets | 20% | 7% | 45 | accepted challenger |
| fixed-asset-accounting | SAP Asset Accounting | 15% | 4% | 27 | accepted challenger |
| fixed-asset-accounting | NetSuite Fixed Assets Management | 11% | 5% | 21 | accepted challenger |
| fixed-asset-accounting | Oracle NetSuite | 9% | 6% | 16 | accepted challenger |
| fixed-asset-accounting | Oracle Fusion Cloud Fixed Assets | 7% | 0% | 18 | accepted challenger |
| fixed-asset-accounting | AssetAccountant | 7% | 0% | 10 | accepted challenger |
| fixed-asset-accounting | Asset Panda | 6% | 25% | 24 | criticized challenger |
| fixed-asset-accounting | Bloomberg Tax Fixed Assets | 2% | 0% | 11 | accepted challenger |
| fixed-asset-accounting | IBM Maximo | 2% | 17% | 29 | accepted challenger |
| fixed-asset-accounting | Thomson Reuters Fixed Assets CS | 0% | 27% | 15 | criticized challenger |
| fpa-platforms | Anaplan | 53% | 23% | 75 | endorsed leader |
| fpa-platforms | OneStream | 17% | 13% | 52 | accepted challenger |
| fpa-platforms | Workday Adaptive Planning | 9% | 10% | 61 | accepted challenger |
| fpa-platforms | Pigment | 6% | 20% | 41 | accepted challenger |
| fpa-platforms | Planful | 4% | 21% | 33 | accepted challenger |
| fpa-platforms | Board | 2% | 5% | 22 | accepted challenger |
| fpa-platforms | Oracle Fusion Cloud EPM | 2% | 14% | 36 | accepted challenger |
| fpa-platforms | IBM Planning Analytics | 2% | 23% | 26 | accepted challenger |
| fpa-platforms | SAP Analytics Cloud | 0% | 17% | 18 | accepted challenger |
| fpa-platforms | Drivetrain | 0% | 17% | 12 | accepted challenger |
| fpa-platforms | Prophix | 0% | 25% | 12 | criticized challenger |
| fpa-platforms | Vena | 0% | 32% | 40 | criticized challenger |
| fpa-platforms | Datarails | 0% | 45% | 22 | criticized challenger |
| fpa-platforms | Cube | 0% | 45% | 22 | criticized challenger |
| global-e-invoicing-compliance | Sovos Compliance Network | 25% | 15% | 48 | accepted challenger |
| global-e-invoicing-compliance | Avalara E-Invoicing | 22% | 6% | 35 | accepted challenger |
| global-e-invoicing-compliance | Pagero | 18% | 8% | 39 | accepted challenger |
| global-e-invoicing-compliance | Vertex | 15% | 5% | 22 | accepted challenger |
| global-e-invoicing-compliance | Basware | 4% | 6% | 33 | accepted challenger |
| global-e-invoicing-compliance | Thomson Reuters ONESOURCE | 2% | 0% | 10 | accepted challenger |
| global-e-invoicing-compliance | SAP Ariba | 2% | 27% | 22 | criticized challenger |
| global-e-invoicing-compliance | Coupa | 0% | 19% | 16 | accepted challenger |
| global-e-invoicing-compliance | Tungsten Network | 0% | 28% | 18 | criticized challenger |
| internal-controls-and-sox | AuditBoard | 23% | 5% | 44 | accepted challenger |
| internal-controls-and-sox | Optro | 21% | 8% | 26 | accepted challenger |
| internal-controls-and-sox | Workiva | 16% | 4% | 47 | accepted challenger |
| internal-controls-and-sox | MetricStream | 8% | 5% | 37 | accepted challenger |
| internal-controls-and-sox | Pathlock | 3% | 0% | 10 | accepted challenger |
| internal-controls-and-sox | ServiceNow Integrated Risk Management | 3% | 9% | 33 | accepted challenger |
| internal-controls-and-sox | SAP GRC | 3% | 9% | 11 | accepted challenger |
| internal-controls-and-sox | Diligent One Platform | 2% | 0% | 20 | accepted challenger |
| internal-controls-and-sox | BlackLine | 2% | 7% | 15 | accepted challenger |
| internal-controls-and-sox | LogicGate Risk Cloud | 2% | 17% | 12 | accepted challenger |
| internal-controls-and-sox | Archer | 0% | 15% | 13 | accepted challenger |
| invoicing-software | NetSuite SuiteBilling | 18% | 6% | 35 | accepted challenger |
| invoicing-software | HighRadius | 11% | 0% | 28 | accepted challenger |
| invoicing-software | Zuora | 9% | 0% | 20 | accepted challenger |
| invoicing-software | SAP Ariba | 7% | 0% | 12 | accepted challenger |
| invoicing-software | SAP Concur | 7% | 7% | 14 | accepted challenger |
| invoicing-software | Xero | 4% | 71% | 21 | criticized challenger |
| invoicing-software | Sage Intacct | 2% | 0% | 14 | accepted challenger |
| invoicing-software | Coupa | 2% | 5% | 19 | accepted challenger |
| invoicing-software | Tipalti | 2% | 6% | 18 | accepted challenger |
| invoicing-software | BILL | 2% | 40% | 30 | criticized challenger |
| invoicing-software | Chargebee | 0% | 0% | 14 | accepted challenger |
| invoicing-software | Basware | 0% | 9% | 11 | accepted challenger |
| invoicing-software | FreshBooks | 0% | 88% | 17 | criticized challenger |
| invoicing-software | QuickBooks | 0% | 90% | 20 | criticized challenger |
| invoicing-software | Wave | 0% | 91% | 11 | criticized challenger |
| invoicing-software | Zoho Invoice | 0% | 92% | 13 | criticized challenger |
| lease-accounting | Nakisa Lease Administration | 32% | 6% | 50 | endorsed leader |
| lease-accounting | FinQuery | 20% | 5% | 43 | accepted challenger |
| lease-accounting | LeaseAccelerator | 12% | 6% | 34 | accepted challenger |
| lease-accounting | Visual Lease | 12% | 9% | 45 | accepted challenger |
| lease-accounting | Black Owl Systems | 8% | 0% | 13 | accepted challenger |
| lease-accounting | CoStar Real Estate Manager | 2% | 0% | 14 | accepted challenger |
| lease-accounting | Accruent Lucernex | 2% | 0% | 10 | accepted challenger |
| lease-accounting | MRI ProLease | 2% | 6% | 16 | accepted challenger |
| lease-accounting | Trullion | 0% | 0% | 17 | accepted challenger |
| lease-accounting | Prophix One Lease Accounting | 0% | 19% | 16 | accepted challenger |
| merchants-of-record | Paddle | 33% | 19% | 54 | endorsed leader |
| merchants-of-record | Cleverbridge | 32% | 0% | 45 | endorsed leader |
| merchants-of-record | PayPro Global | 11% | 3% | 31 | accepted challenger |
| merchants-of-record | FastSpring | 7% | 12% | 48 | accepted challenger |
| merchants-of-record | Digital River | 2% | 41% | 27 | criticized challenger |
| merchants-of-record | 2Checkout | 0% | 11% | 19 | accepted challenger |
| merchants-of-record | Lemon Squeezy | 0% | 67% | 15 | criticized challenger |
| payment-orchestration-platforms | IXOPAY | 21% | 0% | 38 | accepted challenger |
| payment-orchestration-platforms | Primer | 17% | 8% | 37 | accepted challenger |
| payment-orchestration-platforms | Corefy | 13% | 0% | 21 | accepted challenger |
| payment-orchestration-platforms | Spreedly | 12% | 10% | 40 | accepted challenger |
| payment-orchestration-platforms | Gr4vy | 8% | 3% | 34 | accepted challenger |
| payment-orchestration-platforms | Adyen | 8% | 38% | 32 | criticized challenger |
| payment-orchestration-platforms | Yuno | 4% | 11% | 19 | accepted challenger |
| payment-orchestration-platforms | Solidgate | 2% | 13% | 15 | accepted challenger |
| payment-orchestration-platforms | BlueSnap | 0% | 8% | 12 | accepted challenger |
| payment-orchestration-platforms | Checkout.com | 0% | 20% | 15 | accepted challenger |
| payment-orchestration-platforms | Stripe | 0% | 60% | 15 | criticized challenger |
| procure-to-pay | Coupa | 43% | 18% | 71 | endorsed leader |
| procure-to-pay | SAP Ariba | 30% | 24% | 72 | endorsed leader |
| procure-to-pay | Ivalua | 9% | 11% | 55 | accepted challenger |
| procure-to-pay | Oracle Fusion Cloud Procurement | 7% | 7% | 41 | accepted challenger |
| procure-to-pay | GEP SMART | 5% | 15% | 34 | accepted challenger |
| procure-to-pay | Zip | 2% | 10% | 21 | accepted challenger |
| procure-to-pay | Jaggaer | 0% | 7% | 29 | accepted challenger |
| procure-to-pay | Procurify | 0% | 43% | 14 | criticized challenger |
| professional-services-automation | Kantata | 44% | 8% | 60 | endorsed leader |
| professional-services-automation | Certinia Professional Services Cloud | 16% | 16% | 44 | accepted challenger |
| professional-services-automation | BigTime | 5% | 24% | 17 | accepted challenger |
| professional-services-automation | Rocketlane | 4% | 5% | 20 | accepted challenger |
| professional-services-automation | Microsoft Dynamics 365 Project Operations | 4% | 10% | 10 | accepted challenger |
| professional-services-automation | NetSuite OpenAir | 2% | 0% | 10 | accepted challenger |
| professional-services-automation | NetSuite SuiteProjects Pro | 2% | 15% | 13 | accepted challenger |
| professional-services-automation | Workday PSA | 2% | 16% | 19 | accepted challenger |
| professional-services-automation | Planview ChangePoint | 2% | 24% | 17 | accepted challenger |
| professional-services-automation | Deltek | 0% | 20% | 10 | accepted challenger |
| professional-services-automation | Scoro | 0% | 40% | 15 | criticized challenger |
| rebate-management | Enable | 57% | 13% | 63 | endorsed leader |
| rebate-management | Vistex | 18% | 24% | 59 | accepted challenger |
| rebate-management | Vendavo | 16% | 8% | 39 | accepted challenger |
| rebate-management | Pricefx | 0% | 6% | 32 | accepted challenger |
| rebate-management | IMA360 | 0% | 8% | 12 | accepted challenger |
| rebate-management | 360insights | 0% | 10% | 10 | accepted challenger |
| rebate-management | Model N | 0% | 11% | 28 | accepted challenger |
| revenue-recognition | Zuora Revenue | 58% | 13% | 63 | endorsed leader |
| revenue-recognition | SAP Revenue Accounting and Reporting | 4% | 17% | 42 | accepted challenger |
| revenue-recognition | NetSuite Advanced Revenue Management | 4% | 20% | 44 | accepted challenger |
| revenue-recognition | Workday Revenue Management | 2% | 0% | 10 | accepted challenger |
| revenue-recognition | RightRev | 2% | 5% | 38 | accepted challenger |
| revenue-recognition | Sage Intacct Revenue Recognition | 2% | 6% | 18 | accepted challenger |
| revenue-recognition | Oracle Revenue Management Cloud | 0% | 7% | 14 | accepted challenger |
| revenue-recognition | Oracle NetSuite | 0% | 36% | 11 | criticized challenger |
| revenue-recognition | Workday Financial Management | 0% | 36% | 11 | criticized challenger |
| revenue-recognition | Maxio | 0% | 45% | 29 | criticized challenger |
| revenue-recognition | Chargebee RevRec | 0% | 50% | 10 | criticized challenger |
| saas-metrics-and-analytics | ChartMogul | 25% | 30% | 53 | criticized challenger |
| saas-metrics-and-analytics | Maxio Metrics | 8% | 3% | 30 | accepted challenger |
| saas-metrics-and-analytics | Looker | 6% | 11% | 27 | accepted challenger |
| saas-metrics-and-analytics | PostHog | 2% | 20% | 10 | accepted challenger |
| saas-metrics-and-analytics | Microsoft Power BI | 2% | 30% | 23 | criticized challenger |
| saas-metrics-and-analytics | Tableau | 2% | 43% | 28 | criticized challenger |
| saas-metrics-and-analytics | Baremetrics | 2% | 55% | 40 | criticized challenger |
| saas-metrics-and-analytics | Amplitude | 0% | 15% | 27 | accepted challenger |
| saas-metrics-and-analytics | Mixpanel | 0% | 22% | 23 | accepted challenger |
| saas-metrics-and-analytics | Databox | 0% | 22% | 18 | accepted challenger |
| saas-metrics-and-analytics | ProfitWell Metrics | 0% | 54% | 24 | criticized challenger |
| sales-tax-automation | Vertex | 48% | 8% | 76 | endorsed leader |
| sales-tax-automation | Avalara AvaTax | 30% | 21% | 77 | endorsed leader |
| sales-tax-automation | TaxJar | 9% | 58% | 36 | criticized challenger |
| sales-tax-automation | Thomson Reuters ONESOURCE | 4% | 3% | 33 | accepted challenger |
| sales-tax-automation | Sovos | 2% | 9% | 53 | accepted challenger |
| sales-tax-automation | Stripe Tax | 2% | 54% | 13 | criticized challenger |
| sales-tax-automation | CCH SureTax | 0% | 0% | 10 | accepted challenger |
| sales-tax-automation | Anrok | 0% | 32% | 19 | criticized challenger |
| sec-and-disclosure-reporting | Workiva | 84% | 9% | 79 | endorsed leader |
| sec-and-disclosure-reporting | DFIN ActiveDisclosure | 9% | 4% | 67 | accepted challenger |
| sec-and-disclosure-reporting | IRIS CARBON | 2% | 11% | 28 | accepted challenger |
| sec-and-disclosure-reporting | Certent Disclosure Management | 2% | 11% | 36 | accepted challenger |
| sec-and-disclosure-reporting | Toppan Merrill Bridge | 2% | 13% | 39 | accepted challenger |
| sec-and-disclosure-reporting | Certent | 0% | 35% | 17 | criticized challenger |
| spend-management-platforms | Coupa | 56% | 16% | 68 | endorsed leader |
| spend-management-platforms | Ramp | 11% | 36% | 55 | criticized challenger |
| spend-management-platforms | SAP Concur | 5% | 22% | 40 | accepted challenger |
| spend-management-platforms | Payhawk | 5% | 24% | 21 | accepted challenger |
| spend-management-platforms | Brex | 5% | 38% | 48 | criticized challenger |
| spend-management-platforms | SAP Ariba | 4% | 21% | 39 | accepted challenger |
| spend-management-platforms | BILL Spend & Expense | 4% | 54% | 13 | criticized challenger |
| spend-management-platforms | Ivalua | 2% | 0% | 20 | accepted challenger |
| spend-management-platforms | Spendesk | 2% | 44% | 16 | criticized challenger |
| spend-management-platforms | GEP SMART | 0% | 0% | 14 | accepted challenger |
| spend-management-platforms | Jaggaer | 0% | 10% | 10 | accepted challenger |
| spend-management-platforms | Oracle Fusion Cloud Procurement | 0% | 18% | 11 | accepted challenger |
| spend-management-platforms | Navan | 0% | 23% | 13 | accepted challenger |
| spend-management-platforms | Airbase | 0% | 36% | 22 | criticized challenger |
| stablecoin-platforms | BVNK | 39% | 0% | 40 | endorsed leader |
| stablecoin-platforms | Circle | 14% | 3% | 36 | accepted challenger |
| stablecoin-platforms | Fireblocks | 10% | 0% | 36 | accepted challenger |
| stablecoin-platforms | Bridge | 10% | 0% | 28 | accepted challenger |
| stablecoin-platforms | Stripe Crypto | 6% | 10% | 21 | accepted challenger |
| stablecoin-platforms | Eco | 2% | 8% | 12 | accepted challenger |
| stablecoin-platforms | Paxos | 0% | 5% | 20 | accepted challenger |
| strategic-sourcing | SAP Ariba | 36% | 20% | 61 | endorsed leader |
| strategic-sourcing | Coupa | 26% | 13% | 60 | accepted challenger |
| strategic-sourcing | Ivalua | 21% | 4% | 53 | accepted challenger |
| strategic-sourcing | GEP SMART | 6% | 5% | 37 | accepted challenger |
| strategic-sourcing | Jaggaer | 2% | 2% | 47 | accepted challenger |
| strategic-sourcing | Workday Strategic Sourcing | 2% | 7% | 15 | accepted challenger |
| strategic-sourcing | Oracle Fusion Cloud Procurement | 0% | 0% | 11 | accepted challenger |
| strategic-sourcing | Zycus | 0% | 7% | 15 | accepted challenger |
| supplier-management | SAP Ariba | 35% | 28% | 67 | criticized default |
| supplier-management | Coupa | 20% | 22% | 65 | accepted challenger |
| supplier-management | Ivalua | 14% | 11% | 46 | accepted challenger |
| supplier-management | GEP SMART | 6% | 18% | 28 | accepted challenger |
| supplier-management | Gatekeeper | 6% | 18% | 11 | accepted challenger |
| supplier-management | Jaggaer | 0% | 8% | 26 | accepted challenger |
| supplier-management | Zycus | 0% | 8% | 12 | accepted challenger |
| supplier-management | Oracle Fusion Cloud Procurement | 0% | 29% | 17 | criticized challenger |
| telecom-expense-management | Tangoe One Telecom | 42% | 20% | 61 | endorsed leader |
| telecom-expense-management | Calero | 12% | 18% | 50 | accepted challenger |
| telecom-expense-management | Sakon | 10% | 7% | 43 | accepted challenger |
| telecom-expense-management | Cimpl | 8% | 10% | 10 | accepted challenger |
| telecom-expense-management | Vigilis | 6% | 0% | 10 | accepted challenger |
| telecom-expense-management | Upland Cimpl | 4% | 0% | 12 | accepted challenger |
| telecom-expense-management | Lightyear | 4% | 23% | 13 | accepted challenger |
| telecom-expense-management | Brightfin | 2% | 6% | 33 | accepted challenger |
| telecom-expense-management | Cass Information Systems | 0% | 0% | 16 | accepted challenger |
| telecom-expense-management | Calero-MDSL | 0% | 27% | 11 | criticized challenger |
| transfer-pricing | Aibidia | 18% | 3% | 35 | accepted challenger |
| transfer-pricing | TPGenie | 16% | 12% | 42 | accepted challenger |
| transfer-pricing | Thomson Reuters ONESOURCE Transfer Pricing | 10% | 6% | 17 | accepted challenger |
| transfer-pricing | PlaidCloud Operational Transfer Pricing | 4% | 0% | 10 | accepted challenger |
| transfer-pricing | Commenda | 4% | 17% | 12 | accepted challenger |
| transfer-pricing | Exactera Transfer Pricing | 4% | 18% | 22 | accepted challenger |
| transfer-pricing | Thomson Reuters ONESOURCE | 2% | 38% | 13 | criticized challenger |
| transfer-pricing | Sovos Transfer Pricing | 0% | 14% | 14 | accepted challenger |
| treasury-management-systems | Kyriba | 35% | 24% | 58 | endorsed leader |
| treasury-management-systems | HighRadius | 12% | 18% | 22 | accepted challenger |
| treasury-management-systems | GTreasury | 10% | 18% | 33 | accepted challenger |
| treasury-management-systems | SAP Treasury and Risk Management | 2% | 24% | 42 | accepted challenger |
| treasury-management-systems | ION Treasury | 2% | 25% | 32 | criticized challenger |
| treasury-management-systems | Oracle Treasury | 2% | 25% | 12 | criticized challenger |
| treasury-management-systems | Trovata | 2% | 39% | 18 | criticized challenger |
| treasury-management-systems | Ripple Treasury | 0% | 7% | 14 | accepted challenger |
| treasury-management-systems | FIS Quantum | 0% | 20% | 10 | accepted challenger |
| treasury-management-systems | Coupa Treasury | 0% | 67% | 12 | criticized challenger |
| virtual-data-rooms | Datasite Diligence | 46% | 19% | 67 | endorsed leader |
| virtual-data-rooms | Intralinks | 18% | 20% | 55 | accepted challenger |
| virtual-data-rooms | SecureDocs | 11% | 5% | 19 | accepted challenger |
| virtual-data-rooms | Firmex | 7% | 0% | 35 | accepted challenger |
| virtual-data-rooms | iDeals | 5% | 9% | 32 | accepted challenger |
| virtual-data-rooms | DealRoom | 4% | 0% | 19 | accepted challenger |
| virtual-data-rooms | FirmRoom | 2% | 0% | 11 | accepted challenger |
| virtual-data-rooms | Box | 2% | 42% | 24 | criticized challenger |
| virtual-data-rooms | Ansarada | 0% | 0% | 24 | accepted challenger |
| virtual-data-rooms | DFIN Venue | 0% | 0% | 11 | accepted challenger |

## Treatment of lab-affiliated products by model

Self-preference is only measurable with a control group: how the lab's own model treats its products compared with how every other model treats the same products. Anthropic, OpenAI have no products in the covered categories with enough labels to measure, so nothing is claimed about them.

**Google products** (8 products, 111 labels). Cells are positive/negative/all labels.

| Product | Claude Haiku 4.5 | GPT-5.4 mini | Gemini 3.5 Flash | Perplexity Sonar | Grok 4.1 Fast | Mistral Small | DeepSeek V4 Flash | Llama 4 Maverick | Qwen 3.7 Flash | Kimi K2 | GLM 4.7 FlashX | MiniMax M2.5 | GPT-6 Luna | Muse Glimmer 30B |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Looker | 3/0/3 | 3/2/5 | 4/1/5 | 5/0/5 | 4/2/6 |  | 5/1/6 |  | 4/0/4 | 3/1/4 | 4/2/6 | 4/0/4 | 3/0/3 | 2/1/3 |
| Google Sheets | 0/1/1 |  | 0/7/7 |  | 0/2/2 | 0/2/2 | 0/3/3 |  | 0/3/3 | 0/3/3 | 0/5/5 | 0/1/1 |  | 0/1/1 |
| Google Drive |  |  | 0/3/3 |  |  |  | 0/2/2 | 1/0/1 | 0/1/1 | 0/2/2 | 0/1/1 | 0/1/1 |  | 0/2/2 |
| Looker Studio | 0/1/1 |  | 0/1/1 | 0/1/1 |  |  | 0/1/1 |  | 0/1/1 | 0/1/1 | 0/1/1 |  |  |  |
| BigQuery |  |  | 3/0/3 |  | 1/0/1 |  |  |  |  |  |  |  |  |  |
| Gemini |  |  |  |  | 0/1/1 |  |  |  |  |  |  | 0/1/1 |  |  |
| Google Analytics |  |  |  |  |  |  |  |  |  | 0/1/1 | 0/1/1 |  |  |  |
| Google Workspace |  |  |  |  | 0/1/1 |  |  |  |  |  |  |  |  |  |

Mean label weight on Google products: Gemini 3.5 Flash -1.05 over 19 labels; the other 13 models -0.68 over 92 labels. Weights run from +3 (first choice) to -3 (hard negative). A gap under about half a point on this few labels is not a finding.

## Discontinued products recommended

None in this run.

## Normalization

Unresolved, 1202 labels counted under the raw name, for human review:

American Express® Business Platinum Card in corporate-cards (2), Maxima AI in financial-close-management (2), Microsoft SharePoint in board-portals (2), Oracle Fusion ERP Cloud in erp-systems (2), Oracle Tax in corporate-tax-provision (2), Vertex Cloud in sales-tax-automation (2), Workday Procurement in spend-management-platforms (2), 6sense in saas-metrics-and-analytics (1), 8Manage SRM in supplier-management (1), A3 Solutions in fpa-platforms (1), ACI Worldwide Automated Dispute Manager in chargeback-management (1), ACI Worldwide's Automated Dispute Manager in chargeback-management (1), ADP Global EOR in corporate-tax-provision (1), ADP SmartCompliance Employment Tax in corporate-tax-provision (1), ADP Workforce Now in corporate-tax-provision (1), ARIC Risk Hub (by Feedzai) in aml-and-transaction-monitoring (1), ARKK in transfer-pricing (1), Aave in stablecoin-platforms (1), Abrigo AML Compliance Software in aml-and-transaction-monitoring (1), Accelon in sec-and-disclosure-reporting (1), Access in financial-reporting-and-dashboards (1), Accruent LX Contracts in lease-accounting (1), Accruent Lease Accounting Software in lease-accounting (1), Activiti Designer in financial-modeling-and-scenario-planning (1), Acumatica ERP in fixed-asset-accounting (1), Acumatica Enterprise Edition in erp-systems (1), AdaptOne in supplier-management (1), Adaptive Workplace in professional-services-automation (1), Admin Portal in board-portals (1), Admincontrol in board-and-investor-reporting (1), Adobe Marketo Measure in saas-metrics-and-analytics (1), Adobe Workfront in professional-services-automation (1), Adra Suite in financial-close-management (1), Adyen Payment Orchestration in payment-orchestration-platforms (1), Adyen's RevenueProtect in chargeback-management (1), Adyen’s dispute tools in chargeback-management (1), Aeqium in cap-table-management (1), AgileBoard in board-portals (1), Aibidia Transfer Pricing Platform in transfer-pricing (1), Aico Financial Close Platform in financial-close-management (1), Airbnb for Work in corporate-travel-management (1), Airwallex Global Account in business-banking (1), Airwallex Spend in expense-management (1), Airwallex's Australian operation in cross-border-payments-and-fx (1), Alarmbox in b2b-credit-management (1), Alation in entity-management (1), Alipay in cross-border-payments-and-fx (1), Allianz Trade in b2b-bnpl-and-net-terms (1), Alpha Group (formerly Alpha FX) in cross-border-payments-and-fx (1), AlphaSights in board-portals (1), Alphatax in transfer-pricing (1), Altius Tax Provision in corporate-tax-provision (1), Altivo in cash-application (1), Alto in financial-consolidation (1), American Express Corporate Cashback Cards in corporate-cards (1), American Express Corporate™ (Corporate Cashback® Card) in corporate-cards (1), American Express Global Corporate Payments in corporate-cards (1), American Express Global Corporate Payments / Amex Corporate in corporate-cards (1), American Express® Corporate Program in corporate-cards (1), Ampleforth in stablecoin-platforms (1), Anchorage Digital Bank N.A. in stablecoin-platforms (1), AngelList Capdesk in cap-table-management (1), AngelList's legacy cap-table product in cap-table-management (1), Angeloop in cap-table-management (1), Ansarada Board in board-portals (1), Ant Digital Technologies in ecommerce-fraud-prevention (1), Apex Analytix in supplier-management (1), Appointmap in board-and-investor-reporting (1), Approve.com in accounting-software (1), Apptio Cloudability in saas-metrics-and-analytics (1), ApptioOne in chargeback-management (1), Aprio Boardportal in board-portals (1), Aptitude RevPro in revenue-recognition (1), Aptitude Revenue Recognition Engine / RevStream in revenue-recognition (1), Archer Evolv by RSA in internal-controls-and-sox (1), Arria Informatica in supplier-management (1), Asanaify in contractor-payments (1), AscentPay in b2b-bnpl-and-net-terms (1), AssetCare in fixed-asset-accounting (1), AssetWorks FAMIS 360 in fixed-asset-accounting (1), Asteria Smart Cash Flow in cash-flow-forecasting (1), AtScale in saas-metrics-and-analytics (1), Ataccama ONE MDM in entity-management (1), Athenneum in entity-management (1), Atlan in entity-management (1), Atlassian Jira / Confluence in financial-modeling-and-scenario-planning (1), Atradius Collections & Credit Risk in b2b-credit-management (1), AuditBoard — now branded Optro in internal-controls-and-sox (1), Autodesk Maya in financial-modeling-and-scenario-planning (1), Avalara Platform in corporate-tax-provision (1), Avii Workspace in corporate-tax-provision (1), Avnet in merchants-of-record (1), Avolution in financial-modeling-and-scenario-planning (1), Axbx in crypto-accounting (1), Axiom Bank, N.A. in business-banking (1), AxiomSL in board-and-investor-reporting (1), AxxonPay in b2b-payment-acceptance (1), Azeus in board-portals (1), Azure OpenAI in ai-accounting-assistants (1), B Invoice in global-e-invoicing-compliance (1), BBVA in business-banking (1), BELLIN in treasury-management-systems (1), BILL Corporate Card in corporate-cards (1), BMO Bank N.A. in business-banking (1), BOC Group in financial-modeling-and-scenario-planning (1), Bambuser in embedded-payments-platforms (1), Bank of America Business Advantage Relationship Banking in business-banking (1), Bank of America CashPro in business-banking (1), Bank of America commercial card programs in corporate-cards (1), Bank of America® Business Advantage Fundamentals™ Banking in business-banking (1), BankersLab in cash-flow-forecasting (1), Barchart in financial-modeling-and-scenario-planning (1), Base Odoo in erp-systems (1), Basic ProfitWell (Paddle) in saas-metrics-and-analytics (1), Basic QuickBooks Online in cash-flow-forecasting (1), Basic spreadsheets (Excel) in entity-management (1), Ben in b2b-bnpl-and-net-terms (1), Benivo in transfer-pricing (1), Beyond Intranet in supplier-management (1), BiZZdesign in financial-modeling-and-scenario-planning (1), BigTime Enterprise PSA in professional-services-automation (1), Binance USD BUSD in stablecoin-platforms (1), Bizagi Modeler in financial-modeling-and-scenario-planning (1), Bizzdesign Enterprise Studio in financial-modeling-and-scenario-planning (1), Bizzdesign Horizzon in financial-modeling-and-scenario-planning (1), BlackLine Agentic Financial Operations with Verity AI in ai-accounting-assistants (1), BlackLine Cash Application, formerly Rimilia in cash-application (1), BlackLine Disclosure Management in sec-and-disclosure-reporting (1), BlackLine Verity in ai-accounting-assistants (1), BlackOwl Systems in lease-accounting (1), Blaze.tech in supplier-management (1), Block, Inc. in business-banking (1), Blockchain.com Institutional in crypto-accounting (1), Bloomberg Terminal in cross-border-payments-and-fx (1), Blue Ridge Bank, N.A. in business-banking (1), BoardiGO in board-portals (1), BofA Relationship Banking in business-banking (1), Bottomline Paymode-X in ecommerce-fraud-prevention (1), Bowne/Toppan legacy systems in sec-and-disclosure-reporting (1), Braintree's basic fraud filters in ecommerce-fraud-prevention (1), Bread Financial in b2b-bnpl-and-net-terms (1), Bread Pay (Bread Financial) in b2b-bnpl-and-net-terms (1), Breathe Zero in esg-and-carbon-reporting (1), Brex Cash in business-banking (1), Brex Embedded in embedded-payments-platforms (1), Brexp in expense-management (1), BridgePay in b2b-payment-acceptance (1), Broadcom Clarity in corporate-performance-management (1), Broadcom/VMware in financial-consolidation (1), Broadridge Annual Compliance in sec-and-disclosure-reporting (1), Bubty in contractor-payments (1), Buildertrend in business-bill-pay (1), Bullhorn in professional-services-automation (1), Business Solutions Group in telecom-expense-management (1), C&R Software in accounts-receivable-automation (1), C&R Software's Debt Manager in accounts-receivable-automation (1), CCBill in merchants-of-record (1), CCH Fixed Assets CS in fixed-asset-accounting (1), CCH Tagetik ESG & Sustainability Performance Management (Wolters Kluwer) in esg-and-carbon-reporting (1), CDW in telecom-expense-management (1), CHERRY in b2b-payment-acceptance (1), CHOYS in b2b-bnpl-and-net-terms (1), CMS360 in telecom-expense-management (1), CR Software in accounts-receivable-automation (1), CSC Corptax Accounting for Income Taxes (AIT) in corporate-tax-provision (1), CSC Corptax Tax Provision in corporate-tax-provision (1), CSC Navigator in entity-management (1), CTM Travel in corporate-travel-management (1), Calero Telecom Expense Management in telecom-expense-management (1), Cameo in financial-modeling-and-scenario-planning (1), Cameo Systems Modeler (by No Magic) in financial-modeling-and-scenario-planning (1), Camunda Modeler in financial-modeling-and-scenario-planning (1), Capital One Trade Credit in b2b-bnpl-and-net-terms (1), Captable Inc. in cap-table-management (1), CaptivateIQ in rebate-management (1), Carixa in b2b-credit-management (1), Carixa (by Smyyth) in chargeback-management (1), Carta Enterprise tier in cap-table-management (1), Cascade AML in aml-and-transaction-monitoring (1), CashFlow Optimizer in cash-flow-forecasting (1), CashPulse in cash-flow-forecasting (1), Cashflow in accounts-receivable-automation (1), Castaway in cash-flow-forecasting (1), Cegyn in global-e-invoicing-compliance (1), CellumPay in payment-orchestration-platforms (1), Centraleyes in supplier-management (1), Cera in b2b-bnpl-and-net-terms (1), Chargebacks 911 in chargeback-management (1), Chargebacks Gurus in chargeback-management (1), Chargebee Insights in saas-metrics-and-analytics (1), Charles Schwab (EquiView) in cap-table-management (1), Chase Ink Business Preferred® Credit Card in corporate-cards (1), Chase Platinum Business Checking in business-banking (1), Checkout.com Platforms in embedded-payments-platforms (1), Checkout.com for Platforms in embedded-payments-platforms (1), Circle – USDC / EURC, CCTP V2 in stablecoin-platforms (1), Circle's CPN Managed Payments in stablecoin-platforms (1), Cisco in telecom-expense-management (1), Citi Business Banking in business-banking (1), Citi Business Checking in business-banking (1), Citi Corporate in corporate-cards (1), Citi Purchasing Card (P-Card) in corporate-cards (1), Citi TTS in b2b-payment-acceptance (1), Citi Treasury in cross-border-payments-and-fx (1), Citrix ShareFile VDR in virtual-data-rooms (1), Citrix Systems in virtual-data-rooms (1), Cleo in telecom-expense-management (1), Close.io in financial-close-management (1), Cloud EPM (Tax Reporting) in corporate-tax-provision (1), CloudEagle.ai in saas-metrics-and-analytics (1), CloudFuze Manage in saas-metrics-and-analytics (1), CloudHealth (Broadcom) in chargeback-management (1), CloudReality in professional-services-automation (1), CloudZero in chargeback-management (1), CloudZero/Cloudaware in chargeback-management (1), Cloudability in saas-metrics-and-analytics (1), Cloudberry in professional-services-automation (1), Clover Invoices in invoicing-software (1), CluedIn in entity-management (1), ClydeCo (formerly PayNet) in b2b-bnpl-and-net-terms (1), Coinbase Custom Stablecoins in stablecoin-platforms (1), Cointab in cash-application (1), Collibra in entity-management (1), Cometly in saas-metrics-and-analytics (1), Community Federal Savings Bank in business-banking (1), Compass Lexecon in transfer-pricing (1), ComplyDirect in entity-management (1), Compound in stablecoin-platforms (1), Computershare Employee Share Plans in cap-table-management (1), Conduent in telecom-expense-management (1), Consarc in ai-accounting-assistants (1), Continia Sustainability in esg-and-carbon-reporting (1), Contour in global-e-invoicing-compliance (1), Cord Financial Systems in cash-application (1), Corefocus in aml-and-transaction-monitoring (1), CorpKeeper in entity-management (1), Corpay Business Credit Card in corporate-cards (1), Corpay Commercial Card in corporate-cards (1), Corpay Cross-Border Solutions in cross-border-payments-and-fx (1), Corpay Mastercard Commercial Cards in corporate-cards (1), Corplay in global-e-invoicing-compliance (1), Corpsee in entity-management (1), Corptax AIT in corporate-tax-provision (1), Cortera Credit Risk Management in b2b-credit-management (1), Coupa Software (Coupa Pay) in embedded-payments-platforms (1), Coupa Spend Management in expense-management (1), Credibl in esg-and-carbon-reporting (1), Credibly in b2b-bnpl-and-net-terms (1), Credit Benchmark in b2b-credit-management (1), CreditSafe Business Credit Reports in b2b-credit-management (1), Crown (Nexus by Crown Technologies) in revenue-recognition (1), CryptoLedger in crypto-accounting (1), Cubi in corporate-performance-management (1), Custom in-house builds in lease-accounting (1), Cvent in corporate-travel-management (1), Cybersource Decision Manager in ecommerce-fraud-prevention (1), D&B Enterprise Risk Assessment Manager (ERAM) in b2b-credit-management (1), DEUNA in payment-orchestration-platforms (1), DaVinci Payments in cross-border-payments-and-fx (1), Dash in board-and-investor-reporting (1), Databricks Lakehouse Federation in financial-consolidation (1), Datanomix in corporate-performance-management (1), DealHub / QikTruck in revenue-recognition (1), Deloitte Entity Management Solutions in entity-management (1), Deloitte Global Entity Management in entity-management (1), Deloitte Tax Provision in corporate-tax-provision (1), Deloitte's GEMS (Global Entity Management System) in entity-management (1), Deloitte's TP Digital DoX in transfer-pricing (1), Deltek Akka in professional-services-automation (1), Deltek Polaris in professional-services-automation (1), Deltek Vision in professional-services-automation (1), Descartes 3G TMS in treasury-management-systems (1), Descartes Systems Group in treasury-management-systems (1), Deutsche Bank db-interactive in cross-border-payments-and-fx (1), Diamond (assisted payroll) in accounting-software (1), Diligent Boards – Diligent One in board-and-investor-reporting (1), Diligent Modern ESG / Diligent One in esg-and-carbon-reporting (1), Diligent SEC Filings in sec-and-disclosure-reporting (1), Divvy, now part of BILL in corporate-cards (1), Dooap Studio in ai-accounting-assistants (1), Dow Jones in aml-and-transaction-monitoring (1), Dow Jones RiskCenter in aml-and-transaction-monitoring (1), Draxlr in saas-metrics-and-analytics (1), DualEntry Close Management in financial-close-management (1), Dun & Bradstreet Credit Manager in b2b-credit-management (1), Dynamics 365 Finance Accounts receivable in invoicing-software (1), Dynamics 365 Project Operations in professional-services-automation (1), E2open Demand & Supply Chain (Rebate Management) in rebate-management (1), E2open Supply Chain in rebate-management (1), E2open TMS in treasury-management-systems (1), EDGAR Next in sec-and-disclosure-reporting (1), ELM in lease-accounting (1), EPBCS (Enterprise Planning and Budgeting Cloud) in corporate-performance-management (1), ESW in merchants-of-record (1), EURCV in stablecoin-platforms (1), EXA Operational Transfer Pricing (EXA OTP) in transfer-pricing (1), EY’s Transfer Pricing Engine in transfer-pricing (1), EZO Asset in fixed-asset-accounting (1), EZO Fixed Assets in fixed-asset-accounting (1), Early-stage ChartMogul plans in saas-metrics-and-analytics (1), EcoAct (now part of ADECO) in esg-and-carbon-reporting (1), Eduflow in merchants-of-record (1), Eightfold in strategic-sourcing (1), Elavon in contractor-payments (1), Elixir (deUSD) in stablecoin-platforms (1), EmLedger in expense-management (1), Emagia AI-Powered Credit Risk Management in b2b-credit-management (1), Emagia Credit Automation in b2b-credit-management (1), Emagio in treasury-management-systems (1), Embeddable in saas-metrics-and-analytics (1), Emburse Nexonia/Emburse Enterprise in expense-management (1), Emburse Spend Card in corporate-cards (1), Enable Software in rebate-management (1), Encompass Corporation (EC360) in aml-and-transaction-monitoring (1), Enova in b2b-bnpl-and-net-terms (1), Enty in entity-management (1), Eptura Asset in fixed-asset-accounting (1), Equifax Workforce Solutions (specifically Symmetry) in corporate-tax-provision (1), Equiniti in cap-table-management (1), Equiom in board-and-investor-reporting (1), EquityEffect in cap-table-management (1), EquityMethods in cap-table-management (1), Eqvue in cap-table-management (1), Esker Accounts Receivable Solution Suite in cash-application (1), Esker Cash Application in cash-application (1), Esker Source-to-Pay in supplier-management (1), Ethoca Alerts in chargeback-management (1), Euler Hermes in b2b-bnpl-and-net-terms (1), EverBank Business Checking in business-banking (1), Everstage in rebate-management (1), Everstream Analytics in supplier-management (1), Every.io in business-banking (1), Evidanza in fpa-platforms (1), ExFlow in accounts-payable-automation (1), Exact in embedded-payments-platforms (1), Excel macros in internal-controls-and-sox (1), Excel or Spreadsheet-Based Forecasting (Standalone) in cash-flow-forecasting (1), Excel-style reporting in financial-reporting-and-dashboards (1), Expedia Corporate in corporate-travel-management (1), Expedia Corporate Traveller in corporate-travel-management (1), Expedia Group in corporate-travel-management (1), Expedia TAAP in corporate-travel-management (1), Expensify Card in corporate-cards (1), Experian Business Credit Manager in b2b-credit-management (1), Experian Business Services in b2b-credit-management (1), Experian PowerCurve in b2b-credit-management (1), FAStrax in fixed-asset-accounting (1), FICO Decision Management Suite in b2b-credit-management (1), FICO Enterprise Risk Suite in b2b-credit-management (1), FICO TONB in aml-and-transaction-monitoring (1), FICO – Falcon / TONBELLER Siron AML in aml-and-transaction-monitoring (1), FINBOA in chargeback-management (1), FIS CreditLens in b2b-credit-management (1), FIS Data Integrity Manager in account-reconciliation (1), FIS Treasury Management in treasury-management-systems (1), FTI Consulting Treasury in cash-flow-forecasting (1), Facctum in aml-and-transaction-monitoring (1), Facebook Insights in financial-reporting-and-dashboards (1), Factlines in esg-and-carbon-reporting (1), Fanruan in board-and-investor-reporting (1), Feedzai's RiskOps platform in aml-and-transaction-monitoring (1), Figma in financial-modeling-and-scenario-planning (1), Files.com in transfer-pricing (1), Finacle in business-banking (1), FinancialForce PSA in professional-services-automation (1), Finantrix in lease-accounting (1), Finastra UK in b2b-payment-acceptance (1), Fincent in ai-accounting-assistants (1), FinerWorks in financial-modeling-and-scenario-planning (1), Finko in payment-orchestration-platforms (1), Fintellix in aml-and-transaction-monitoring (1), Fintua - Comply in global-e-invoicing-compliance (1), Fintua eInvoice in global-e-invoicing-compliance (1), Fipto in stablecoin-platforms (1), First of Murphysboro Corp. in business-banking (1), Fiserv Enterprise Payments Platform in embedded-payments-platforms (1), Flexera in lease-accounting (1), Flexera One FinOps in chargeback-management (1), FloGuard / FloQast in financial-consolidation (1), Floik in lease-accounting (1), Flux in cash-flow-forecasting (1), Foundation Accounting Software in accounting-software (1), Fraud Blocker in ecommerce-fraud-prevention (1), FraudPulse in ecommerce-fraud-prevention (1), GEP NEXUS in supplier-management (1), GEP NEXXE™ in strategic-sourcing (1), GEP SmartSource in procure-to-pay (1), Gaapio in sec-and-disclosure-reporting (1), Gainsight PX in saas-metrics-and-analytics (1), Galileo in embedded-payments-platforms (1), Galvanize Archer (formerly SAI Global) in internal-controls-and-sox (1), Gigapay in merchants-of-record (1), Global in embedded-payments-platforms (1), Global Filings in sec-and-disclosure-reporting (1), Global Telco Services (GTS) in telecom-expense-management (1), GoDataDriven in saas-metrics-and-analytics (1), GoLimelight in financial-modeling-and-scenario-planning (1), GoSystem (Bloomberg) in corporate-tax-provision (1), Google Docs in sec-and-disclosure-reporting (1), Gravity/SigmaFin in accounting-software (1), Greenview Portal in esg-and-carbon-reporting (1), Gresham Technologies (Clareti) in account-reconciliation (1), HCL WorldSoft (CorpONE) in financial-consolidation (1), HSBC Autohedge in cross-border-payments-and-fx (1), HSBC Global Banking in cross-border-payments-and-fx (1), HSBC Global Payments Solutions in cross-border-payments-and-fx (1), Harness Cloud Cost Management in chargeback-management (1), Harvest Invoicing in invoicing-software (1), Hellgate in payment-orchestration-platforms (1), Hexagon in fixed-asset-accounting (1), HighQ in entity-management (1), HighRadius AP Automation in accounts-payable-automation (1), HighRadius Autonomous Receivables / Customer Payment Portal in b2b-payment-acceptance (1), HighRadius Autonomous Receivables / HighRadius Accounts Receivable in accounts-receivable-automation (1), HighRadius Financial Consolidation Software in financial-consolidation (1), HighRadius Smart Cash Forecasting in cash-flow-forecasting (1), HighRadius Treasury Management in treasury-management-systems (1), HighRadius Vendor Onboarding in supplier-management (1), HighRadius' Credit Management Software in b2b-credit-management (1), Holafly in telecom-expense-management (1), Hotels.com in corporate-travel-management (1), House of Control in lease-accounting (1), HxGN EAM (formerly Infor EAM) in fixed-asset-accounting (1), Hypatos in accounts-payable-automation (1), Hyperion on-prem in corporate-performance-management (1), IBM Apptio (Apptio Cloudability / Apptio One) in chargeback-management (1), IBM Engineering Lifecycle Management in financial-modeling-and-scenario-planning (1), IBM Envanzi in esg-and-carbon-reporting (1), IBM InfoSphere Change Tracker / Cloud Pak for Automation in financial-modeling-and-scenario-planning (1), IBM InfoSphere MDM in entity-management (1), IBM Maximo Asset Management in fixed-asset-accounting (1), IBM Maximo Real Estate and Facilities (formerly TRIRIGA) in lease-accounting (1), IBM OpenPages with watsonx in internal-controls-and-sox (1), IBM Rational tools in financial-modeling-and-scenario-planning (1), IBM Rhapsody in financial-modeling-and-scenario-planning (1), IBM Sterling in global-e-invoicing-compliance (1), IDERA in financial-modeling-and-scenario-planning (1), IDERA ER/Studio Data Architect in financial-modeling-and-scenario-planning (1), ION Treasury family in treasury-management-systems (1), IPS AP Automation in accounts-payable-automation (1), IR.com in board-and-investor-reporting (1), ISPnext in spend-management-platforms (1), Ignite in supplier-management (1), Incentit in rebate-management (1), Indico Data Solutions in corporate-tax-provision (1), Industrial and Commercial Bank of China (ICBC) in business-banking (1), Industry Bancshares, Inc. in business-banking (1), Infor LN in erp-systems (1), Infor Nexus Supplier Management in supplier-management (1), Infor Rebate Management in rebate-management (1), Informatica Intelligent Data Management Cloud / MDM 360 in entity-management (1), Informatica Intelligent Data Management Cloud, IDMC in financial-consolidation (1), Infraon in fixed-asset-accounting (1), Ingram Micro (via Xvantage) in merchants-of-record (1), Insight Software in financial-reporting-and-dashboards (1), Integral Transfer Pricing in transfer-pricing (1), Integral Transfer Pricing Software in transfer-pricing (1), IntelliBoard in board-portals (1), IntelliPay in embedded-payments-platforms (1), Intelligent Acceptance in payment-orchestration-platforms (1), Intercompany Enterprise® in transfer-pricing (1), Interos in supplier-management (1), Intertrust Governance Suite in entity-management (1), IntraFi/CDARS in business-banking (1), Intralinks Boardroom in board-portals (1), Intralinks DealCentre AI in virtual-data-rooms (1), Intralinks, SS&C in virtual-data-rooms (1), Intuit in ai-accounting-assistants (1), Invensis in accounting-software (1), Invoice Ninja’s free tier in invoicing-software (1), Inyo Global in stablecoin-platforms (1), Iris (Datasite) in virtual-data-rooms (1), Ivalua Supplier Management in supplier-management (1), J.P. Morgan Access in business-banking (1), J.P. Morgan One Card / commercial card programs in corporate-cards (1), J.P. Morgan's Onyx system in cross-border-payments-and-fx (1), JAGGAER Payments in embedded-payments-platforms (1), JAGGAER Sourcing in strategic-sourcing (1), JPM Coin in stablecoin-platforms (1), JPM Coin / Kinexys by J.P. Morgan in stablecoin-platforms (1), JPMorgan Chase Commercial in corporate-cards (1), JPMorgan Chase Commercial Banking / Treasury Services in business-banking (1), Jaguar Solutions in supplier-management (1), Jumio in aml-and-transaction-monitoring (1), KNIME in account-reconciliation (1), KPMG Tax in corporate-tax-provision (1), KPMG's tpEngine in transfer-pricing (1), KSeF in global-e-invoicing-compliance (1), Kantata Professional Services Cloud in professional-services-automation (1), Kantox Dynamic Hedging in cross-border-payments-and-fx (1), KarbonWise in esg-and-carbon-reporting (1), Kaseya Autotask PSA in professional-services-automation (1), Kashiv in revenue-recognition (1), Kasima in fpa-platforms (1), Kelviq in merchants-of-record (1), Kintone in sales-tax-automation (1), Klarna B2B Financing in b2b-bnpl-and-net-terms (1), Klarta in b2b-bnpl-and-net-terms (1), Klipfolio Klips in saas-metrics-and-analytics (1), Knowa in board-portals (1), Kount, now Nuvei Kount in ecommerce-fraud-prevention (1), Kounta.io in b2b-bnpl-and-net-terms (1), Kyocera Intec in telecom-expense-management (1), Kyriba Advanced Liquidity Planning in cash-flow-forecasting (1), Kyvos Semantic Layer in saas-metrics-and-analytics (1), LILT in treasury-management-systems (1), LSEG World-Check One in aml-and-transaction-monitoring (1), LSEG/Refinitiv in esg-and-carbon-reporting (1), Latitude in business-banking (1), LayerFight in chargeback-management (1), LeaseAccelerator, insightsoftware in lease-accounting (1), LeaseTracker in lease-accounting (1), Ledgerup.ai in accounts-receivable-automation (1), Ledgible Enterprise Accounting in crypto-accounting (1), Ledgible Tax Pro by Verady in crypto-accounting (1), Legacy Enterprise Planning & Budgeting Cloud in corporate-performance-management (1), Legacy Oracle Planning & Budgeting Cloud in corporate-performance-management (1), Legacy Oracle Planning & Budgeting Cloud with Plus One in corporate-performance-management (1), Legacy SAP Travel Management / FI-TV in corporate-travel-management (1), Leoforce in strategic-sourcing (1), LexisNexis Bridger Insight XG in aml-and-transaction-monitoring (1), LexisNexis ThreatMetrix in ecommerce-fraud-prevention (1), Lightdash in board-and-investor-reporting (1), Lighyear in telecom-expense-management (1), Lipa Later in b2b-bnpl-and-net-terms (1), Locus ESG in esg-and-carbon-reporting (1), Longview Solutions in transfer-pricing (1), Longview Tax Provision – Insightsoftware in corporate-tax-provision (1), Longview Transfer Pricing, insightsoftware in transfer-pricing (1), LookML (Looker) in financial-modeling-and-scenario-planning (1), Looker Studio (formerly Google Data Studio) Free Tier in financial-reporting-and-dashboards (1), Looker, Google Cloud in financial-reporting-and-dashboards (1), Lumira Discovery in financial-reporting-and-dashboards (1), MASV in transfer-pricing (1), MS OneDrive in virtual-data-rooms (1), MS Visio in financial-modeling-and-scenario-planning (1), MSCI ESG Manager in esg-and-carbon-reporting (1), MSCI Sustainability Solutions in esg-and-carbon-reporting (1), Magento (native tables) in sales-tax-automation (1), Maintenance Care in fixed-asset-accounting (1), MakerDAO’s Dai DAI in stablecoin-platforms (1), ManageEngine SaaS Manager Plus in saas-metrics-and-analytics (1), Manhattan Associates TMS in treasury-management-systems (1), Marco Polo Network in global-e-invoicing-compliance (1), Mastercard Cross-Border in cross-border-payments-and-fx (1), Mastercard MTN in stablecoin-platforms (1), Mastercard Multi-Token Network in stablecoin-platforms (1), Mastercard commercial card rails in corporate-cards (1), Mayer Brown in transfer-pricing (1), Mega International in financial-modeling-and-scenario-planning (1), Melio's Unlimited plan in business-bill-pay (1), Mellow in contractor-payments (1), Mercell in strategic-sourcing (1), Mercury Business Banking in business-banking (1), Mermaid.js in financial-modeling-and-scenario-planning (1), Merrill DatasiteONE in virtual-data-rooms (1), Metabase Self-Hosted in saas-metrics-and-analytics (1), Microsoft 365 E5 in financial-modeling-and-scenario-planning (1), Microsoft 365 Project / Planner in financial-close-management (1), Microsoft Access in invoicing-software (1), Microsoft Azure Data Factory, ADF in financial-consolidation (1), Microsoft Dynamics 365 General Ledger in corporate-performance-management (1), Microsoft Dynamics AX in erp-systems (1), Microsoft Dynamics GP, NAV, or AX in accounting-software (1), Microsoft Excel with VBA/Python in financial-modeling-and-scenario-planning (1), Microsoft Fabric / Power BI Premium in financial-reporting-and-dashboards (1), Microsoft Fabric Planning in cash-flow-forecasting (1), Microsoft Planner in corporate-performance-management (1), Microsoft Power BI Desktop in financial-reporting-and-dashboards (1), Microsoft Power BI Service in board-and-investor-reporting (1), Microsoft Power BI on Fabric capacity in board-and-investor-reporting (1), Microsoft Power Platform (with ESG-specific connectors) in esg-and-carbon-reporting (1), Microsoft PowerApps in corporate-tax-provision (1), Microsoft Project Online in corporate-performance-management (1), Microsoft Project Operations in professional-services-automation (1), Microsoft SharePoint in board-and-investor-reporting (1), Microsoft Word in sec-and-disclosure-reporting (1), Microsoft's Finance Agent in account-reconciliation (1), Midigator is now Kount in chargeback-management (1), Midori in treasury-management-systems (1), Mintline in b2b-credit-management (1), MinuteSmith in board-portals (1), Misys (now Finastra Opera) in treasury-management-systems (1), Mitratech TeamConnect in entity-management (1), Model N Revenue Management in rebate-management (1), Monday.com AI Agents in ai-accounting-assistants (1), Monex USA in cross-border-payments-and-fx (1), Monto in b2b-payment-acceptance (1), Moody's Analytics Credit Risk Solutions in b2b-credit-management (1), MoonPay’s Iron in stablecoin-platforms (1), Moov Financial in embedded-payments-platforms (1), Moove Partners in saas-metrics-and-analytics (1), Morgan Stanley at Work Shareworks in cap-table-management (1), NICE Actimize ActOne / Suspicious Activity Monitoring in aml-and-transaction-monitoring (1), NICE Actimize Xceed AI FRAML in aml-and-transaction-monitoring (1), Nakisa ASC 842 Compliance Lease Accounting Software in lease-accounting (1), Nakisa Lease & Asset Management in fixed-asset-accounting (1), Napier Continuum in aml-and-transaction-monitoring (1), Nasdaq Lens in sec-and-disclosure-reporting (1), Nasdaq Private Market in cap-table-management (1), NeoChain in supplier-management (1), Nerdio Manager for Enterprise in chargeback-management (1), NetSuite Account Reconciliation in account-reconciliation (1), NetSuite Cash App in cash-application (1), NetSuite Expense Reports in expense-management (1), NetSuite Legacy Revenue Recognition in revenue-recognition (1), NetSuite NetLease in lease-accounting (1), NetSuite PSA in professional-services-automation (1), NetSuite or Oracle Lease modules (without extensions) in lease-accounting (1), NetSuite, including SuiteBilling in invoicing-software (1), NinjaOne in professional-services-automation (1), Nlyte in board-portals (1), No Magic / Dassault Systèmes MagicDraw and Cameo Systems Modeler in financial-modeling-and-scenario-planning (1), Nth Round in cap-table-management (1), Numerica in account-reconciliation (1), Numeriс in ai-accounting-assistants (1), Nvoicepay (Corpay) in embedded-payments-platforms (1), OAK (Operis Analysis Kit) in financial-modeling-and-scenario-planning (1), OFX Global Business Account in business-banking (1), ONESOURCE Corporate Tax in corporate-tax-provision (1), ONESOURCE Fixed Assets (CCH) in fixed-asset-accounting (1), ONESOURCE Transfer Pricing Documenter in transfer-pricing (1), ORCA in entity-management (1), Obi ESG in esg-and-carbon-reporting (1), Old Glory Bank in business-banking (1), Older SAP R/3 in accounting-software (1), Older Versions of Oracle E-Business Suite in erp-systems (1), OneLake shortcuts in financial-consolidation (1), OpenAI-based enterprise workflows in ai-accounting-assistants (1), OpenModelica in financial-modeling-and-scenario-planning (1), OpenText Business Network / Trading Grid e-Invoicing in global-e-invoicing-compliance (1), OpenText Trading Grid in global-e-invoicing-compliance (1), OpenText Trading Grid / Pagero (Thomson Reuters ONESOURCE) in global-e-invoicing-compliance (1), OpenText VIM in accounts-payable-automation (1), OpenWay (Way4) in b2b-bnpl-and-net-terms (1), OpenWay Way4 in b2b-bnpl-and-net-terms (1), OpenWay Way4 BNPL in b2b-bnpl-and-net-terms (1), Optera in esg-and-carbon-reporting (1), Optimus in account-reconciliation (1), Oracle AI in NetSuite in ai-accounting-assistants (1), Oracle AP automation in accounts-payable-automation (1), Oracle APO in business-bill-pay (1), Oracle Advanced Collections in accounts-receivable-automation (1), Oracle Analytics Publisher in financial-reporting-and-dashboards (1), Oracle BI Publisher / Oracle Analytics (legacy versions) in financial-reporting-and-dashboards (1), Oracle Cash Processing / Receivables automation in cash-application (1), Oracle Cash and Treasury Management in cash-flow-forecasting (1), Oracle Close / Reconciliations in account-reconciliation (1), Oracle Cloud in fixed-asset-accounting (1), Oracle Cloud Enterprise Performance Management EPM Planning in financial-modeling-and-scenario-planning (1), Oracle Cloud Financials (Fusion) in accounting-software (1), Oracle Cloud HCM in corporate-performance-management (1), Oracle Cloud SCM in lease-accounting (1), Oracle Cloud Treasury (formerly EBS) in cash-flow-forecasting (1), Oracle Collections in accounts-receivable-automation (1), Oracle Data Relationship Management (DRM) in entity-management (1), Oracle E-Business Suite iProcurement in spend-management-platforms (1), Oracle EPM Cloud – Financial Consolidation and Close Cloud Service / Oracle Hyperion Financial Management in financial-consolidation (1), Oracle ERP Reconciliation in account-reconciliation (1), Oracle Enterprise Applications in rebate-management (1), Oracle Enterprise Asset Management (eAM) in fixed-asset-accounting (1), Oracle Enterprise Asset Management / Oracle Utilities WAM / Oracle Fusion Cloud Maintenance in fixed-asset-accounting (1), Oracle FCCM Transaction Monitoring Cloud Service in aml-and-transaction-monitoring (1), Oracle Financial Consolidation in financial-consolidation (1), Oracle Financial Consolidation and Close / Hyperion Financial Close Management in financial-close-management (1), Oracle Financial Crime & Compliance (OFC) Suite in aml-and-transaction-monitoring (1), Oracle Financial Crime Compliance in aml-and-transaction-monitoring (1), Oracle Financial Reporting in sec-and-disclosure-reporting (1), Oracle Financial Services Anti Money Laundering in aml-and-transaction-monitoring (1), Oracle Financial Services Crime and Compliance Management in aml-and-transaction-monitoring (1), Oracle Financials Treasury in treasury-management-systems (1), Oracle Fusion Cloud AP in accounts-payable-automation (1), Oracle Fusion Cloud AR in accounts-receivable-automation (1), Oracle Fusion Cloud ARCS in account-reconciliation (1), Oracle Fusion Cloud Applications (with Revenue Management) in revenue-recognition (1), Oracle Fusion Cloud Cash Management / Predictive Cash Forecasting in cash-flow-forecasting (1), Oracle Fusion Cloud EPM Account Reconciliation in account-reconciliation (1), Oracle Fusion Cloud ERP Financial Management in invoicing-software (1), Oracle Fusion Cloud ERP TP modules in transfer-pricing (1), Oracle Fusion Cloud Financials — Assets in fixed-asset-accounting (1), Oracle Fusion Cloud Payables in accounts-payable-automation (1), Oracle Fusion Cloud Receivables in invoicing-software (1), Oracle Fusion Cloud SCM in supplier-management (1), Oracle Fusion Expenses in expense-management (1), Oracle Fusion Financials in ai-accounting-assistants (1), Oracle Fusion HCM in treasury-management-systems (1), Oracle Fusion Procurement in spend-management-platforms (1), Oracle Fusion Procurement in supplier-management (1), Oracle Fusion Receivables in invoicing-software (1), Oracle HCM Cloud in corporate-performance-management (1), Oracle Hyperion 11.1.2.x in corporate-performance-management (1), Oracle Hyperion Tax Provision in corporate-tax-provision (1), Oracle Maintenance in fixed-asset-accounting (1), Oracle NetSuite Billing/Revenue Management in invoicing-software (1), Oracle NetSuite Financials (with SuiteBilling) in invoicing-software (1), Oracle NetSuite Planning & Budgeting in fpa-platforms (1), Oracle NetSuite Revenue Recognition in revenue-recognition (1), Oracle NetSuite SuiteOne in fixed-asset-accounting (1), Oracle NetSuite SuiteProjects Pro / OpenAir in professional-services-automation (1), Oracle OBIEE in financial-reporting-and-dashboards (1), Oracle OTBI in financial-reporting-and-dashboards (1), Oracle Predictive Cash Forecasting in cash-flow-forecasting (1), Oracle Procurement Cloud Supplier Management in supplier-management (1), Oracle Project Management in professional-services-automation (1), Oracle Recon in account-reconciliation (1), Oracle Risk Management Cloud in internal-controls-and-sox (1), Oracle SOX Compliance Manager in internal-controls-and-sox (1), Oracle Sales Cloud in financial-close-management (1), Oracle Supplier Rebate Management / Channel Revenue Management in rebate-management (1), Oracle Tax (part of Oracle ERP Cloud) in corporate-tax-provision (1), Oracle Tax Management in global-e-invoicing-compliance (1), Oracle Trade Management in rebate-management (1), Oracle Transportation Management, OTM in treasury-management-systems (1), Oracle eBusiness Suite (pre-cloud) in accounting-software (1), Oracle procurement suites in spend-management-platforms (1), Oracle tax/provision-adjacent options in corporate-tax-provision (1), Oracle's NetSuite in ai-accounting-assistants (1), Oracle's built-in Payables Agent in accounts-payable-automation (1), Oracle's native finance agents in ai-accounting-assistants (1), Oracle-class tools (often bundled with ERP systems) in procure-to-pay (1), Oracle’s embedded AI in ai-accounting-assistants (1), Oracle’s lease module in lease-accounting (1), Orb Finance in revenue-recognition (1), Orbit in lease-accounting (1), Orbit in transfer-pricing (1), Orbital in stablecoin-platforms (1), Orbitz in corporate-travel-management (1), Orbus i-NSIGHT in financial-modeling-and-scenario-planning (1), OrbusInfinity in financial-modeling-and-scenario-planning (1), Orce in telecom-expense-management (1), Orchestrate in payment-orchestration-platforms (1), Orpheus in transfer-pricing (1), Oyster HR in contractor-payments (1), PBCS in cash-flow-forecasting (1), PRMAI in strategic-sourcing (1), PROMYS PSA in professional-services-automation (1), PYUSD via PayPal/Paxos in stablecoin-platforms (1), Paddle Analytics in saas-metrics-and-analytics (1), Paperless Board Meetings / Azeus Convene in board-portals (1), Papyrus in financial-modeling-and-scenario-planning (1), Passage in board-and-investor-reporting (1), Passport in entity-management (1), Paxful in cross-border-payments-and-fx (1), PayFast / payfast.io in b2b-payment-acceptance (1), PayPal Complete Payments for Platforms in embedded-payments-platforms (1), PayPal Payouts in contractor-payments (1), PayPal Personal in contractor-payments (1), PayPal for Platforms in embedded-payments-platforms (1), PayPal-style invoicing in global-e-invoicing-compliance (1), PayRetailers in payment-orchestration-platforms (1), PayUMoney in b2b-payment-acceptance (1), Payfactory in embedded-payments-platforms (1), Payload in embedded-payments-platforms (1), Payment Rails in accounting-software (1), Payop in b2b-payment-acceptance (1), Payright in b2b-bnpl-and-net-terms (1), Paytm Business in b2b-payment-acceptance (1), Peachtree Accounting in accounting-software (1), Peak Technologies in telecom-expense-management (1), Pentaho Community Edition in financial-reporting-and-dashboards (1), Percepta in strategic-sourcing (1), PingPong in cross-border-payments-and-fx (1), Pirani in aml-and-transaction-monitoring (1), PlaidCloud OTP in transfer-pricing (1), PlainsCapital in business-banking (1), PlantUML in financial-modeling-and-scenario-planning (1), Planview PSA in professional-services-automation (1), Planview Professional Services / Planview Platform in professional-services-automation (1), Plasma in stablecoin-platforms (1), Pledge in cap-table-management (1), Plex ERP (by Rockwell Automation) in erp-systems (1), PolicyCo in global-e-invoicing-compliance (1), Poloniex in cross-border-payments-and-fx (1), Polygon Open Money Stack in stablecoin-platforms (1), Power BI Premium Capacity in saas-metrics-and-analytics (1), PowerAdvocate in strategic-sourcing (1), PowerDesigner in financial-modeling-and-scenario-planning (1), Powerdrill Bloom in saas-metrics-and-analytics (1), Precisely in entity-management (1), Precura in strategic-sourcing (1), ProFund in b2b-bnpl-and-net-terms (1), ProSeries FX in fixed-asset-accounting (1), ProcessUnity TPRM Platform in supplier-management (1), Profectus Group in rebate-management (1), Projector PSA in professional-services-automation (1), Prophet in financial-reporting-and-dashboards (1), Prophix Financial Close Software in financial-consolidation (1), Prophix One Financial Close and Consolidation in financial-close-management (1), Provenir in b2b-credit-management (1), Purchasing Power in b2b-bnpl-and-net-terms (1), PwC Transfer Pricing Technology in transfer-pricing (1), PwC globalDoc in transfer-pricing (1), PwC transfer pricing technology + managed services ecosystem in transfer-pricing (1), PwC's AML Solutions in aml-and-transaction-monitoring (1), Python Streamlit in board-and-investor-reporting (1), Q2 in business-banking (1), Q4 Investor Relations Success Platform in board-and-investor-reporting (1), Q4 Platform in board-and-investor-reporting (1), Qlik Talend Cloud in financial-consolidation (1), QlikView in financial-reporting-and-dashboards (1), Qolo in embedded-payments-platforms (1), Qtrn in cash-flow-forecasting (1), Quantoz's EURQ and USDQ in stablecoin-platforms (1), Quantum Metric / Fullstory / Contentsquare in saas-metrics-and-analytics (1), Quest erwin Data Modeler in financial-modeling-and-scenario-planning (1), Quick BI (Alibaba Cloud) in financial-reporting-and-dashboards (1), QuickBooks Forecasting in cash-flow-forecasting (1), QuickBooks Online Intuit in ai-accounting-assistants (1), QuickBooks Online's standard tiers in invoicing-software (1), QuickBooks PSA add-ons in professional-services-automation (1), QuickBooks with bolt-on AI in ai-accounting-assistants (1), QuickBooks-centric expense tools in expense-management (1), Qurbie in contractor-payments (1), R Shiny in board-and-investor-reporting (1), RDG ThunderDome in sec-and-disclosure-reporting (1), RFP365 in strategic-sourcing (1), RIVET in sec-and-disclosure-reporting (1), RSA Archer Supplier-Risk in supplier-management (1), Ramco ERP in erp-systems (1), ReadSoft in accounts-payable-automation (1), Rebate management software by Guideflow in rebate-management (1), Rebate.ai in rebate-management (1), Reconcily in b2b-payment-acceptance (1), Redwood Software in financial-close-management (1), Refinitiv LSEG in aml-and-transaction-monitoring (1), Reltio Cloud in entity-management (1), Reltio Multidomain MDM in entity-management (1), Resolve Pay – Affirm backed in b2b-bnpl-and-net-terms (1), Revenera (formerly Codeless) in revenue-recognition (1), Revport in rebate-management (1), Revvue in revenue-recognition (1), Revzio in ai-accounting-assistants (1), Rhythm in fpa-platforms (1), Rima in ai-accounting-assistants (1), Rimilia in accounts-receivable-automation (1), Ripple Payments / RLUSD in stablecoin-platforms (1), Ripple Treasury powered by GTreasury in treasury-management-systems (1), Rippling Global in contractor-payments (1), Riskonnect’s ESG Software in esg-and-carbon-reporting (1), Robinhood in cross-border-payments-and-fx (1), Rogo in b2b-credit-management (1), Ryan Software in transfer-pricing (1), Ryan Transfer Pricing Lifecycle Management (TPLM) in transfer-pricing (1), Ryan's Transfer Pricing Software in transfer-pricing (1), S&P in esg-and-carbon-reporting (1), S&P Global Capital IQ Pro in transfer-pricing (1), SAP AP Automation / SAP Concur in accounts-payable-automation (1), SAP Account Substantiation in account-reconciliation (1), SAP Accounts Receivable in accounts-receivable-automation (1), SAP Ariba Sourcing Suite in strategic-sourcing (1), SAP Ariba Strategic Procurement / SAP Ariba Sourcing in strategic-sourcing (1), SAP BPC 10.1 for NetWeaver in financial-consolidation (1), SAP BPC 10.1 for the Microsoft platform in corporate-performance-management (1), SAP BRIM in invoicing-software (1), SAP Billing / SAP S/4HANA Cloud (Subscription Billing) in invoicing-software (1), SAP Billing and Revenue Innovation Management (BRIM) in invoicing-software (1), SAP Business AI in ai-accounting-assistants (1), SAP Business Consolidation in financial-consolidation (1), SAP Business Suite 7 / older SAP ERP 6.0 deployments without a funded transition plan in erp-systems (1), SAP Business Technology Platform (BTP) / BPC in fpa-platforms (1), SAP Close in financial-close-management (1), SAP Collections Management in b2b-credit-management (1), SAP Condition Contract Settlement modules in rebate-management (1), SAP Contract and Lease Management in lease-accounting (1), SAP Direct Tax Management in transfer-pricing (1), SAP Direct Tax Management / EXA Operational Transfer Pricing in transfer-pricing (1), SAP Direct Tax Management / Profitability and Performance Management in transfer-pricing (1), SAP Document and Reporting Compliance in sales-tax-automation (1), SAP ECC consolidation tools in financial-consolidation (1), SAP EXA Operational Transfer Pricing – EXA OTP in transfer-pricing (1), SAP Enterprise Asset Management (EAM) in fixed-asset-accounting (1), SAP FC in financial-consolidation (1), SAP FI Journal Entry Approach in revenue-recognition (1), SAP Fioneer Financial Control in account-reconciliation (1), SAP Fixed Assets Management (part of SAP S/4HANA Asset Management) in fixed-asset-accounting (1), SAP Intelligent Asset Management in fixed-asset-accounting (1), SAP Joule (AI agent) in transfer-pricing (1), SAP LeanIX in financial-modeling-and-scenario-planning (1), SAP Lease Accounting in lease-accounting (1), SAP Lease Administration by Nakisa in lease-accounting (1), SAP Native Credit Management in b2b-credit-management (1), SAP PaPM in transfer-pricing (1), SAP RE-FX in lease-accounting (1), SAP Rebate Processing in rebate-management (1), SAP Risk Management in internal-controls-and-sox (1), SAP Risk and Assurance Management / SAP GRC in internal-controls-and-sox (1), SAP S/4HANA / SAP BRIM in invoicing-software (1), SAP S/4HANA Business Suite in invoicing-software (1), SAP S/4HANA Cash Management in cash-flow-forecasting (1), SAP S/4HANA Cloud + Joule in ai-accounting-assistants (1), SAP S/4HANA Cloud / S/4HANA Finance in accounting-software (1), SAP S/4HANA Cloud / SAP Professional Services in professional-services-automation (1), SAP S/4HANA Cloud Cash Management in cash-flow-forecasting (1), SAP S/4HANA Cloud PSA in professional-services-automation (1), SAP S/4HANA Condition Contract Management in rebate-management (1), SAP S/4HANA EAM in fixed-asset-accounting (1), SAP S/4HANA Fixed Assets (via RISE with SAP) in fixed-asset-accounting (1), SAP S/4HANA PSA in professional-services-automation (1), SAP S/4HANA Public Cloud / Private Cloud in erp-systems (1), SAP S/4HANA Public Cloud with Professional Services capabilities in professional-services-automation (1), SAP S/4HANA Receivables Management in accounts-receivable-automation (1), SAP S/4HANA with PSA capabilities in professional-services-automation (1), SAP Sales Cloud / SAP CX in financial-close-management (1), SAP Settlement Management in rebate-management (1), SAP Supplier Lifecycle Management in supplier-management (1), SAP Sustainability in esg-and-carbon-reporting (1), SAP Taulia in b2b-bnpl-and-net-terms (1), SAP Tax Management in global-e-invoicing-compliance (1), SAP Trade Promotion Management (TPM) in rebate-management (1), SAP Transportation Management, SAP TM in treasury-management-systems (1), SAP Vendor Program Management by Vistex / SAP rebate tooling in rebate-management (1), SAP cash/bank statement automation in account-reconciliation (1), SAP's dispute-management capabilities in chargeback-management (1), SAP's embedded AI in ai-accounting-assistants (1), SAP-oriented suites in spend-management-platforms (1), SAP’s Joule in ai-accounting-assistants (1), SAS Credit Risk Management in b2b-credit-management (1), SAS Credit Scoring in b2b-credit-management (1), SAS Fraud & Financial Crime in aml-and-transaction-monitoring (1), SAS Fraud Analytics in ecommerce-fraud-prevention (1), SAS Fraud Manager in ecommerce-fraud-prevention (1), SAS Visual Forecasting in cash-flow-forecasting (1), SDL Trados in treasury-management-systems (1), SEEBURGER E-Invoicing Hub in invoicing-software (1), SINAI in esg-and-carbon-reporting (1), SPS Commerce Revenue Recovery in chargeback-management (1), SQL Server Management Studio (SSMS) Data Modeler in financial-modeling-and-scenario-planning (1), SS&C Intralinks DealCentre AI in virtual-data-rooms (1), SS&C Intralinks FundCentre in board-and-investor-reporting (1), SS&C Intralinks VDRPro in virtual-data-rooms (1), SVB Startup Banking in business-banking (1), Sage 50, 100, or 300 in accounting-software (1), Sage FAS in fixed-asset-accounting (1), Sage Fixed Assets—Depreciation in fixed-asset-accounting (1), Sage Intacct FAM in fixed-asset-accounting (1), Sage X3, Sage 300 in erp-systems (1), Sage products in ai-accounting-assistants (1), SageMaker in financial-modeling-and-scenario-planning (1), SalesRabbit in rebate-management (1), Salesforce Industries in professional-services-automation (1), Salesforce Tableau CRM in saas-metrics-and-analytics (1), Salesforce Transaction Dispute Management / Financial Services Cloud in chargeback-management (1), Samyx Recon in financial-close-management (1), Sapling in entity-management (1), Satva Solutions in account-reconciliation (1), Satya Solutions in account-reconciliation (1), Scanovate in entity-management (1), ScoreRight in b2b-credit-management (1), Screendragon in professional-services-automation (1), SecurityScorecard in supplier-management (1), Segpay in merchants-of-record (1), Semarchy xDM in entity-management (1), Serrala FS² AutoBank in cash-application (1), Serrala FS² Credit & Risk in b2b-credit-management (1), Serrion in telecom-expense-management (1), ServiceNow Disputes Management (Built with Visa) in chargeback-management (1), ServiceNow ESG in esg-and-carbon-reporting (1), ServiceNow PSA in professional-services-automation (1), ServiceNow SPM in professional-services-automation (1), ServiceNow-based procurement stacks in spend-management-platforms (1), Setyl in fixed-asset-accounting (1), ShadowDragon in ecommerce-fraud-prevention (1), Shareforce in cap-table-management (1), Sidetrade Credit Risk Expert in b2b-credit-management (1), Siebel CRM in expense-management (1), Silver in business-banking (1), Simly in sales-tax-automation (1), SimpleKPI in saas-metrics-and-analytics (1), Sirion in strategic-sourcing (1), Sirion CLM in supplier-management (1), Skedulo in professional-services-automation (1), Sky's USDS in stablecoin-platforms (1), SkyStem in financial-close-management (1), Skyscanner Business in corporate-travel-management (1), Slice Global Equity in cap-table-management (1), Slim CD in b2b-payment-acceptance (1), SmartExempt in sales-tax-automation (1), SmartRebates in rebate-management (1), SmartSuite ESG Management in esg-and-carbon-reporting (1), SmartSuite ESG Reporting Platform in esg-and-carbon-reporting (1), Snowflake Secure Data Sharing in financial-consolidation (1), Socure in ecommerce-fraud-prevention (1), Softr.io in supplier-management (1), Solvency in fpa-platforms (1), Sovos Compliance Suite in sales-tax-automation (1), Sovos Indirect Tax Suite in global-e-invoicing-compliance (1), Sovos Intelligent Compliance Cloud in sales-tax-automation (1), Sovos OneStream in corporate-tax-provision (1), Sovos Suite in global-e-invoicing-compliance (1), Sovos Tax Compliance Cloud in corporate-tax-provision (1), Sovren in financial-close-management (1), Sparx Systems (Enterprise Architect) in financial-modeling-and-scenario-planning (1), SpendHQ in spend-management-platforms (1), Spendbase in saas-metrics-and-analytics (1), SpheraCloud in esg-and-carbon-reporting (1), Spreadsheet / Excel-based registers and manual tracking in fixed-asset-accounting (1), Spreadsheet-based consolidation (Excel "super-models") in financial-consolidation (1), Spreadsheets or manual CSV imports in saas-metrics-and-analytics (1), Spreadsheets, Excel, and manual workflows in entity-management (1), Squareworks in business-bill-pay (1), Stablerail in stablecoin-platforms (1), Stibo Systems STEP in entity-management (1), Stockpile in fixed-asset-accounting (1), Stratix TEM in telecom-expense-management (1), Stream Finance (xUSD) in stablecoin-platforms (1), Stripe Checkout in b2b-payment-acceptance (1), Stripe Payment Facilitation in embedded-payments-platforms (1), Stripe's standard stablecoin checkout in stablecoin-platforms (1), Stripe-style payment processors in cash-application (1), Structurizr in financial-modeling-and-scenario-planning (1), Subarctic in saas-metrics-and-analytics (1), Sublytics in financial-reporting-and-dashboards (1), Submittable in expense-management (1), Suby in merchants-of-record (1), Surfboard in board-and-investor-reporting (1), Sustain.Li in esg-and-carbon-reporting (1), Swydo in financial-reporting-and-dashboards (1), Syclo in fixed-asset-accounting (1), Symmetry in corporate-tax-provision (1), SymphonyAI Financial Crime in aml-and-transaction-monitoring (1), SymphonyAI NetReveal in aml-and-transaction-monitoring (1), Synapse Money in embedded-payments-platforms (1), Synario in financial-modeling-and-scenario-planning (1), Sync.com in virtual-data-rooms (1), TCS BaNCS in business-banking (1), TD virtual cards in corporate-cards (1), TELUS Trade Promotion Management in rebate-management (1), TP DOC GEN AI in transfer-pricing (1), Tableau Creator in saas-metrics-and-analytics (1), Tableau Personal Pro in financial-reporting-and-dashboards (1), Tableau Prep in financial-reporting-and-dashboards (1), Tableau, Salesforce in financial-reporting-and-dashboards (1), Tabs.com in revenue-recognition (1), Talentia CPM in fpa-platforms (1), Talentir in contractor-payments (1), TallyPrime ERP in erp-systems (1), Tauli / Taulify in b2b-bnpl-and-net-terms (1), Tax software by Thomson Reuters in corporate-tax-provision (1), TechRepublic in b2b-bnpl-and-net-terms (1), TechSci (formerly Verisave) in telecom-expense-management (1), Teemill in telecom-expense-management (1), Telesoft TEM in telecom-expense-management (1), TelpayFX in cross-border-payments-and-fx (1), Tempo in stablecoin-platforms (1), Tencent in ecommerce-fraud-prevention (1), Terra UST in stablecoin-platforms (1), Tether's USDT in stablecoin-platforms (1), Thomson Reuters CORPTAX in corporate-tax-provision (1), Thomson Reuters ONESOURCE Determination in sales-tax-automation (1), Thomson Reuters ONESOURCE Fixed Assets CS in fixed-asset-accounting (1), Thomson Reuters ONESOURCE Indirect Compliance in global-e-invoicing-compliance (1), Thomson Reuters ONESOURCE Operational Transfer Pricing (OTP) in transfer-pricing (1), Thomson Reuters Pagero in global-e-invoicing-compliance (1), Thomson Reuters SEC financial reporting solutions in sec-and-disclosure-reporting (1), Thomson Reuters transfer pricing module in transfer-pricing (1), Thought Machine in business-banking (1), Tijori in treasury-management-systems (1), TimelyBill in invoicing-software (1), Tinuvas in payment-orchestration-platforms (1), Tipalti Accounts Payable Automation in accounts-payable-automation (1), TokenFi in crypto-accounting (1), Topia in transfer-pricing (1), Toptal Talent Management in contractor-payments (1), Toucan in saas-metrics-and-analytics (1), TradeLens in global-e-invoicing-compliance (1), Traditional ERP (SAP/Oracle SCM) in supplier-management (1), TransPerfect GlobalLink in treasury-management-systems (1), TransPortal in transfer-pricing (1), TransUnion CreditVision in b2b-credit-management (1), Transfer Pricing Solutions in transfer-pricing (1), Travelocity in corporate-travel-management (1), TreasuryCube in treasury-management-systems (1), Treasurytrak in cash-flow-forecasting (1), Tresco in accounts-receivable-automation (1), Trintech with both Cadency and Adra in account-reconciliation (1), Trintech – Cadency in financial-close-management (1), Trintech's Cadency platform in account-reconciliation (1), Trip Actions/Navan in corporate-travel-management (1), TruValidate in ecommerce-fraud-prevention (1), TrustToken in stablecoin-platforms (1), Tundra in b2b-bnpl-and-net-terms (1), Tungsten Automation formerly Kofax in accounts-payable-automation (1), U.S. Bank Business Checking in business-banking (1), U.S. Bank Commercial Banking in business-banking (1), U.S. Bank SinglePoint in business-banking (1), U.S. Bank commercial cards in corporate-cards (1), UKG Pro in corporate-tax-provision (1), USDC via Circle in stablecoin-platforms (1), Uber Freight TMS in treasury-management-systems (1), Unit4 FP&A On-Premise in fpa-platforms (1), Unit4 Professional Services Cloud in professional-services-automation (1), Upland Telesoft in telecom-expense-management (1), V7 Go in cap-table-management (1), VAT IT eezi in global-e-invoicing-compliance (1), VMware Tanzu CloudHealth in chargeback-management (1), VSTN OTP Suite in transfer-pricing (1), Vandis in telecom-expense-management (1), Vantagepoint in professional-services-automation (1), Vareto in fpa-platforms (1), Varicent in rebate-management (1), VaultNow in stablecoin-platforms (1), Veeva Vault in virtual-data-rooms (1), Vellum in saas-metrics-and-analytics (1), VelocityEHS in esg-and-carbon-reporting (1), Vendavo AI in rebate-management (1), Vendavo Revenue Management (Rebate & Pricing) in rebate-management (1), Vendortell in rebate-management (1), Vendura in supplier-management (1), Verifone 2Checkout (2Monetize) in merchants-of-record (1), Vertex Enterprise Tax Solutions in corporate-tax-provision (1), Very Good Security in embedded-payments-platforms (1), Vinyl Equity in cap-table-management (1), Virtual Board in board-portals (1), Visa B2B Payables in b2b-payment-acceptance (1), Visa Direct in cross-border-payments-and-fx (1), Visa Direct / Mastercard Move in cross-border-payments-and-fx (1), Visma Onguard in b2b-credit-management (1), Vistex Commercial agreement management in rebate-management (1), Vistex Rebate Management in rebate-management (1), Visual Paradigm in financial-modeling-and-scenario-planning (1), Vitrina in rebate-management (1), Wag3s in crypto-accounting (1), Waystar in sales-tax-automation (1), WeChat Pay in cross-border-payments-and-fx (1), Wells Fargo Merchant Services in b2b-payment-acceptance (1), Wells Fargo's business checking / Optimize Business Checking in business-banking (1), Wirecard in b2b-payment-acceptance (1), Wirecard AG in cross-border-payments-and-fx (1), Wise US in cross-border-payments-and-fx (1), Within (formerly Klarity) in ai-accounting-assistants (1), Wolters Kluwer CCH in transfer-pricing (1), Wolters Kluwer CCH Axcess Tax in corporate-tax-provision (1), Wolters Kluwer CCH Tax / Axcess Tax in corporate-tax-provision (1), Wolters Kluwer CT Corporation's hCue / entity management in entity-management (1), Wolters Kluwer CorpComm in entity-management (1), Wolters Kluwer ELM Solutions in entity-management (1), Wolters Kluwer GoSystem Tax RS (or CCH Axcess) in corporate-tax-provision (1), Wolters Kluwer ProSystem fx in fixed-asset-accounting (1), Wolters Kluwer TransferPricing in transfer-pricing (1), Wolters Kluwer – CCH Tagetik in financial-close-management (1), WooCommerce in sales-tax-automation (1), WorkBoard in corporate-performance-management (1), WorkFusion in aml-and-transaction-monitoring (1), Workday Adaptive Expenses in expense-management (1), Workday Close and Consolidation in financial-consolidation (1), Workday Extend in spend-management-platforms (1), Workday Finance in cash-flow-forecasting (1), Workday Fixed Asset Management in fixed-asset-accounting (1), Workday HCM / SAP SuccessFactors (Performance Modules) in corporate-performance-management (1), Workday Payroll in corporate-tax-provision (1), Workday Performance Management in corporate-performance-management (1), Workday Spend Management in procure-to-pay (1), Workday Supplier Lifecycle Management in supplier-management (1), Workday Talent in corporate-performance-management (1), Workfront in corporate-performance-management (1), Workiva Wdesk ESG / Workiva ESG in esg-and-carbon-reporting (1), WorldRemit's Australian operation in cross-border-payments-and-fx (1), WorldWide Technology in telecom-expense-management (1), Worldpay from FIS in b2b-payment-acceptance (1), XTM International in treasury-management-systems (1), Xactly Incent in rebate-management (1), Xero FAM in fixed-asset-accounting (1), Yapstone in merchants-of-record (1), YunoJuno in contractor-payments (1), Zebra BI in financial-reporting-and-dashboards (1), Zeni AI bookkeeping in ai-accounting-assistants (1), Zenworks Tax1099 in contractor-payments (1), Zest AI in b2b-credit-management (1), Zesty in chargeback-management (1), Zoho Billing Enterprise Edition in invoicing-software (1), Zoop in supplier-management (1), Zuora RevOps in invoicing-software (1), bank-issued large-corporate programs in corporate-cards (1), board.com (The Board International) in board-and-investor-reporting (1), carbmee EIS in esg-and-carbon-reporting (1), dbForge Edge in financial-modeling-and-scenario-planning (1), deepidv in aml-and-transaction-monitoring (1), diagramly in financial-modeling-and-scenario-planning (1), i-exceed in cash-flow-forecasting (1), iDeals Virtual Data Room (VDR) Board Portal in board-portals (1), insightsoftware Certent Disclosure Management in sec-and-disclosure-reporting (1), insightsoftware JustPerform in account-reconciliation (1), iplicit in accounting-software (1), ktMINE in transfer-pricing (1), legacy Deltek products (e.g., Costpoint—unless in government contracting) in professional-services-automation (1), legacy Oracle EBS in financial-consolidation (1), legacy Oracle Supplier Hub in supplier-management (1), memoQ in treasury-management-systems (1), nCino Identity Solutions in aml-and-transaction-monitoring (1), neoeco in esg-and-carbon-reporting (1), older SAP SRM in supplier-management (1), osapiens in esg-and-carbon-reporting (1), scikit-learn in financial-modeling-and-scenario-planning (1), tax.com in sales-tax-automation (1), we.trade in global-e-invoicing-compliance (1)

Excluded by rule, 5 labels not scored:

World Metrics (2; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Gitnux (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), ZipDo (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), gitnux.org (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks)

Category-scoped resolutions, 2200 labels. A bare vendor name was read as that vendor's product for the asked category, which assigns specificity the model did not write; each one is listed so the assumption is visible:

Avalara in sales-tax-automation read as Avalara AvaTax (68), Datasite in virtual-data-rooms read as Datasite Diligence (49), Tangoe in telecom-expense-management read as Tangoe One Telecom (48), HighRadius in b2b-credit-management read as HighRadius Credit Cloud (46), Sovos in global-e-invoicing-compliance read as Sovos Compliance Network (44), BlackLine in cash-application read as BlackLine Cash Application (42), Workday in erp-systems read as Workday Financial Management (30), Avalara in global-e-invoicing-compliance read as Avalara E-Invoicing (26), Diligent in board-portals read as Diligent Boards (26), Nakisa in lease-accounting read as Nakisa Lease Administration (26), Certinia in professional-services-automation read as Certinia Professional Services Cloud (24), Resolve in b2b-bnpl-and-net-terms read as Resolve Pay (24), Oracle Cloud EPM in corporate-performance-management read as Oracle Fusion Cloud EPM (23), SAP S/4HANA in accounting-software read as SAP S/4HANA Finance (23), Diligent in board-and-investor-reporting read as Diligent Boards (20), Coupa in expense-management read as Coupa Expense Management (19), NetSuite in accounting-software read as Oracle NetSuite (19), Oracle Procurement Cloud in procure-to-pay read as Oracle Fusion Cloud Procurement (19), BlackLine in accounts-receivable-automation read as BlackLine Invoice-to-Cash (18), JPMorgan Chase in business-banking read as Chase Business Banking (18), ServiceNow GRC in internal-controls-and-sox read as ServiceNow Integrated Risk Management (18), Maxio in saas-metrics-and-analytics read as Maxio Metrics (17), Adyen in embedded-payments-platforms read as Adyen for Platforms (16), Stripe in embedded-payments-platforms read as Stripe Connect (16), Oracle EPM Cloud in corporate-performance-management read as Oracle Fusion Cloud EPM (15), Ramp in ai-accounting-assistants read as Ramp Accounting Agent (15), Sovos in corporate-tax-provision read as Sovos Tax Provision (15), Stripe in stablecoin-platforms read as Stripe Crypto (15), BILL in accounts-payable-automation read as BILL Accounts Payable (14), Exactera in transfer-pricing read as Exactera Transfer Pricing (14), NetSuite in ai-accounting-assistants read as Oracle NetSuite (14), Thomson Reuters ONESOURCE in corporate-tax-provision read as Thomson Reuters ONESOURCE Tax Provision (14), Oracle ERP Cloud in erp-systems read as Oracle Fusion Cloud ERP (13), Oracle NetSuite in invoicing-software read as NetSuite SuiteBilling (13), PayPal in contractor-payments read as PayPal MassPay (13), NetSuite in invoicing-software read as NetSuite SuiteBilling (12), Planview in professional-services-automation read as Planview ChangePoint (12), Aprio in board-portals read as Aprio Board Portal (11), Certinia (formerly FinancialForce) in professional-services-automation read as Certinia Professional Services Cloud (11), NetSuite in erp-systems read as Oracle NetSuite (11), Payoneer in contractor-payments read as Payoneer Workforce Management (11), SAP in fixed-asset-accounting read as SAP Asset Accounting (11), SAP S/4HANA Cloud in accounting-software read as SAP S/4HANA Finance (11), Sage Intacct in revenue-recognition read as Sage Intacct Revenue Recognition (11), Bill.com in b2b-payment-acceptance read as BILL Accounts Receivable (10), QuickBooks Online in invoicing-software read as QuickBooks (10), BILL in b2b-payment-acceptance read as BILL Accounts Receivable (9), NetSuite in fixed-asset-accounting read as Oracle NetSuite (9), Vena Solutions in financial-modeling-and-scenario-planning read as Vena (9), Computershare in entity-management read as Computershare GEMS (8), DiliTrust in entity-management read as DiliTrust Entity Management (8), Longview in corporate-tax-provision read as Longview Tax (8), Oracle Cloud EPM in account-reconciliation read as Oracle Fusion Cloud EPM (8), Oracle Cloud EPM in financial-consolidation read as Oracle Fusion Cloud EPM (8), Oracle Cloud EPM Tax Reporting in corporate-tax-provision read as Oracle Tax Reporting (8), Oracle Procurement Cloud in supplier-management read as Oracle Fusion Cloud Procurement (8), Prophix in lease-accounting read as Prophix One Lease Accounting (8), SAP Group Reporting in financial-consolidation read as SAP S/4HANA Finance for Group Reporting (8), SAP Treasury in treasury-management-systems read as SAP Treasury and Risk Management (8), Vena Solutions in fpa-platforms read as Vena (8), Vertex O Series in sales-tax-automation read as Vertex (8), Workday Procurement in procure-to-pay read as Workday P2P/T&E (8), Amex in corporate-cards read as American Express Corporate Card (7), BILL (formerly Bill.com) in b2b-payment-acceptance read as BILL Accounts Receivable (7), CSC in entity-management read as CSC Entity Management (7), CT Corporation in entity-management read as CT Corporation Entity Management (7), Corpay in cross-border-payments-and-fx read as Corpay Cross-Border Payments (7), Diligent in entity-management read as Diligent Entities (7), Excel in cash-flow-forecasting read as Microsoft Excel (7), GEP in procure-to-pay read as GEP SMART (7), Infor in erp-systems read as Infor CloudSuite (7), LogicGate in internal-controls-and-sox read as LogicGate Risk Cloud (7), NetSuite in revenue-recognition read as Oracle NetSuite (7), Oracle Cloud EPM in financial-modeling-and-scenario-planning read as Oracle Fusion Cloud EPM (7), Sigma in financial-reporting-and-dashboards read as Sigma Computing (7), Workday in accounting-software read as Workday Financial Management (7), Workday in revenue-recognition read as Workday Financial Management (7), Zuora in revenue-recognition read as Zuora Revenue (7), AppDeck in board-and-investor-reporting read as AppDeck Board Portal (6), Capchase in b2b-bnpl-and-net-terms read as Capchase Pay (6), Citi in business-banking read as Citibank (6), ION in treasury-management-systems read as ION Treasury (6), Microsoft Sustainability Manager in esg-and-carbon-reporting read as Microsoft Cloud for Sustainability (6), ONESOURCE in corporate-tax-provision read as Thomson Reuters ONESOURCE Tax Provision (6), Perk in corporate-travel-management read as TravelPerk (6), Prophix in account-reconciliation read as Prophix One (6), QuickBooks in global-e-invoicing-compliance read as QuickBooks Online (6), Ramp Bill Pay in business-bill-pay read as Ramp (6), Rippling in corporate-cards read as Rippling Spend (6), Acumatica Cloud ERP in accounting-software read as Acumatica (5), Adra in account-reconciliation read as Trintech Adra (5), American Express Corporate in corporate-cards read as American Express Corporate Card (5), BILL in accounts-receivable-automation read as BILL Accounts Receivable (5), BILL (formerly Bill.com) in accounts-payable-automation read as BILL Accounts Payable (5), Bill.com in accounts-receivable-automation read as BILL Accounts Receivable (5), Bill.com in invoicing-software read as BILL (5), CCH Tagetik in corporate-tax-provision read as Wolters Kluwer CCH Tagetik Tax Provision (5), Chase in business-banking read as Chase Business Banking (5), Coupa in b2b-payment-acceptance read as Coupa Pay (5), Diligent in cap-table-management read as Diligent Equity (5), Diligent in internal-controls-and-sox read as Diligent One Platform (5), Excel in account-reconciliation read as Microsoft Excel (5), Excel in financial-modeling-and-scenario-planning read as Microsoft Excel (5), Excel in financial-reporting-and-dashboards read as Microsoft Excel (5), Excel in internal-controls-and-sox read as Microsoft Excel (5), Microsoft Dynamics 365 Finance in erp-systems read as Microsoft Dynamics 365 Finance & Operations (5), Microsoft Visio in financial-modeling-and-scenario-planning read as Visio (5), NetSuite in financial-reporting-and-dashboards read as Oracle NetSuite (5), OneTrust in internal-controls-and-sox read as OneTrust GRC (5), Oracle in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (5), Oracle Cloud ERP in erp-systems read as Oracle Fusion Cloud ERP (5), Oracle Fusion Cloud in erp-systems read as Oracle Fusion Cloud ERP (5), PNC in business-banking read as PNC Bank (5), Peony in virtual-data-rooms read as Peony Data Room (5), Quadient in cash-application read as Quadient Accounts Receivable (5), Quadient AR in cash-application read as Quadient Accounts Receivable (5), Ramp Bill Pay in accounts-payable-automation read as Ramp (5), SAP in revenue-recognition read as SAP Revenue Accounting and Reporting (5), SAP S/4HANA Group Reporting in financial-consolidation read as SAP S/4HANA Finance for Group Reporting (5), Tungsten Automation in global-e-invoicing-compliance read as Tungsten Network (5), Vena Solutions in cash-flow-forecasting read as Vena (5), Vena Solutions in corporate-performance-management read as Vena (5), Workiva in corporate-tax-provision read as Workiva Tax and Provision (5), American Express in corporate-cards read as American Express Corporate Card (4), Aprio in board-and-investor-reporting read as Aprio Board Portal (4), Avalara E-Invoicing and Live Reporting in global-e-invoicing-compliance read as Avalara E-Invoicing (4), Bill.com in accounts-payable-automation read as BILL Accounts Payable (4), Bill.com in business-bill-pay read as BILL (4), Chargebee in revenue-recognition read as Chargebee RevRec (4), Datasite (formerly Merrill Datasite) in virtual-data-rooms read as Datasite Diligence (4), FIS Quantum in cash-flow-forecasting read as FIS Treasury and Risk Manager (4), GEP in strategic-sourcing read as GEP SMART (4), NetSuite in account-reconciliation read as Oracle NetSuite (4), NetSuite in accounts-payable-automation read as Oracle NetSuite (4), NetSuite Fixed Assets in fixed-asset-accounting read as NetSuite Fixed Assets Management (4), Oracle in b2b-credit-management read as Oracle Fusion Cloud Credit Management (4), Oracle in supplier-management read as Oracle Fusion Cloud Procurement (4), Oracle EPM in corporate-performance-management read as Oracle Fusion Cloud EPM (4), Oracle FCCS in financial-consolidation read as Oracle Financial Consolidation and Close (4), Oracle Financial Services in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (4), Oracle Fusion in erp-systems read as Oracle Fusion Cloud ERP (4), Oracle Procurement Cloud in spend-management-platforms read as Oracle Fusion Cloud Procurement (4), PlaidCloud in transfer-pricing read as PlaidCloud Operational Transfer Pricing (4), ProfitWell/Paddle in saas-metrics-and-analytics read as ProfitWell Metrics (4), Prophix in cash-flow-forecasting read as Prophix One (4), Qlik in financial-reporting-and-dashboards read as Qlik Sense (4), Quadient in b2b-credit-management read as Quadient AR (4), QuickBooks in ai-accounting-assistants read as QuickBooks Online (4), Rippling in expense-management read as Rippling Spend (4), SAP in accounting-software read as SAP S/4HANA Finance (4), SmartSuite in internal-controls-and-sox read as SmartSuite SOX Management (4), Tangoe One in telecom-expense-management read as Tangoe One Telecom (4), Vena Solutions in financial-close-management read as Vena (4), Vena Solutions in financial-reporting-and-dashboards read as Vena (4), Wolters Kluwer CCH Tagetik in financial-consolidation read as CCH Tagetik (4), Worldpay in embedded-payments-platforms read as Worldpay for Platforms (4), vCom in telecom-expense-management read as vCom Solutions (4), ADP WorkMarket in contractor-payments read as WorkMarket (3), Accruent in lease-accounting read as Accruent Lucernex (3), BILL (Bill.com) in b2b-payment-acceptance read as BILL Accounts Receivable (3), BILL AP/AR in invoicing-software read as BILL (3), BILL.com in business-bill-pay read as BILL (3), Bill.com in contractor-payments read as BILL (3), Bill.com in expense-management read as BILL Spend & Expense (3), Bill.com (BILL) in business-bill-pay read as BILL (3), Black Owl in lease-accounting read as Black Owl Systems (3), CT Corporation (Wolters Kluwer) in entity-management read as CT Corporation Entity Management (3), Citi in corporate-cards read as Citi Commercial Cards (3), Corpay Cross-Border in cross-border-payments-and-fx read as Corpay Cross-Border Payments (3), Coupa in treasury-management-systems read as Coupa Treasury (3), DFIN in sec-and-disclosure-reporting read as DFIN ActiveDisclosure (3), DFIN (ActiveDisclosure) in sec-and-disclosure-reporting read as DFIN ActiveDisclosure (3), Epicor in erp-systems read as Epicor Kinetic (3), Excel in financial-consolidation read as Microsoft Excel (3), GEP in spend-management-platforms read as GEP SMART (3), GEP in supplier-management read as GEP SMART (3), J.P. Morgan Chase in business-banking read as Chase Business Banking (3), JPMorgan in business-banking read as Chase Business Banking (3), LexisNexis in aml-and-transaction-monitoring read as LexisNexis Risk Solutions (3), Maxio (formerly SaaSOptics + Chargify) in saas-metrics-and-analytics read as Maxio Metrics (3), NetSuite (Oracle) in erp-systems read as Oracle NetSuite (3), Oracle in account-reconciliation read as Oracle Account Reconciliation Cloud (3), Oracle in corporate-performance-management read as Oracle Fusion Cloud EPM (3), Oracle in procure-to-pay read as Oracle Fusion Cloud Procurement (3), Oracle in rebate-management read as Oracle Channel Revenue Management (3), Oracle Cloud EPM (FCCS) in financial-consolidation read as Oracle Fusion Cloud EPM (3), Oracle Cloud EPM (Financial Consolidation and Close) in financial-consolidation read as Oracle Fusion Cloud EPM (3), Oracle Cloud ERP in accounting-software read as Oracle Fusion Cloud ERP (3), Oracle EPM in financial-consolidation read as Oracle Fusion Cloud EPM (3), Oracle EPM in fpa-platforms read as Oracle Fusion Cloud EPM (3), Oracle EPM Cloud in fpa-platforms read as Oracle Fusion Cloud EPM (3), Oracle Procurement Cloud in strategic-sourcing read as Oracle Fusion Cloud Procurement (3), ProfitWell (by Paddle) in saas-metrics-and-analytics read as ProfitWell Metrics (3), Quadient Accounts Receivable in b2b-credit-management read as Quadient AR (3), SAP in account-reconciliation read as SAP Reconciliation (3), SAP in cash-application read as SAP Cash Application (3), SAP in erp-systems read as SAP S/4HANA (3), SAP in esg-and-carbon-reporting read as SAP Sustainability Control Tower (3), SAP Document and Reporting Compliance in global-e-invoicing-compliance read as SAP Document & Reporting Compliance (3), SAP Document and Reporting Compliance (DRC) in global-e-invoicing-compliance read as SAP Document & Reporting Compliance (3), SAP Treasury in cash-flow-forecasting read as SAP Treasury and Risk Management (3), ServiceNow in internal-controls-and-sox read as ServiceNow Integrated Risk Management (3), TRES in crypto-accounting read as TRES Finance (3), Tangoe (Tangoe One) in telecom-expense-management read as Tangoe One Telecom (3), Thomson Reuters in sales-tax-automation read as Thomson Reuters ONESOURCE (3), Thomson Reuters (ONESOURCE) in transfer-pricing read as Thomson Reuters ONESOURCE (3), Wave in contractor-payments read as Wave Payroll (3), Wolters Kluwer CCH Tagetik in corporate-tax-provision read as Wolters Kluwer CCH Tagetik Tax Provision (3), Workday in professional-services-automation read as Workday PSA (3), Workday Adaptive in corporate-performance-management read as Workday Adaptive Planning (3), Accruent (Lucernex) in lease-accounting read as Accruent Lucernex (2), Acumatica Cloud ERP in erp-systems read as Acumatica (2), Adaptive Insights (Workday) in financial-modeling-and-scenario-planning read as Workday Adaptive Planning (2), Adra in financial-close-management read as Trintech Adra (2), BILL in spend-management-platforms read as BILL Spend & Expense (2), BILL (Bill.com) in accounts-payable-automation read as BILL Accounts Payable (2), BILL (formerly Bill.com) in accounts-receivable-automation read as BILL Accounts Receivable (2), BILL AP/AR in accounts-payable-automation read as BILL Accounts Payable (2), Bill.com in ai-accounting-assistants read as BILL (2), BlackLine in revenue-recognition read as BlackLine Revenue Management (2), Bloomberg Tax in transfer-pricing read as Bloomberg Tax Transfer Pricing (2), Booking.com in corporate-travel-management read as Booking.com for Business (2), Certinia (formerly FinancialForce PSA) in professional-services-automation read as Certinia Professional Services Cloud (2), Corpay in business-bill-pay read as Corpay Complete (2), Coupa (Coupa Pay) in b2b-payment-acceptance read as Coupa Pay (2), Coupa Expense in expense-management read as Coupa Expense Management (2), CreditPulse in b2b-credit-management read as Credit Pulse (2), Datasite (formerly Merrill DataSite) in virtual-data-rooms read as Datasite Diligence (2), Datasite (formerly Merrill) in virtual-data-rooms read as Datasite Diligence (2), DiliTrust Governance Suite in entity-management read as DiliTrust Entity Management (2), Diligent in esg-and-carbon-reporting read as Diligent ESG (2), Divvy in expense-management read as BILL Spend & Expense (2), ER/Studio Data Architect in financial-modeling-and-scenario-planning read as ER/Studio (2), Excel in board-and-investor-reporting read as Microsoft Excel (2), Excel in lease-accounting read as Microsoft Excel (2), Expensify in corporate-travel-management read as Expensify Travel (2), First Republic Bank in business-banking read as First Republic (2), Google BigQuery in saas-metrics-and-analytics read as BigQuery (2), HighRadius (Credit Cloud) in b2b-credit-management read as HighRadius Credit Cloud (2), IBM Cognos in financial-reporting-and-dashboards read as IBM Cognos Analytics (2), Intacct in accounting-software read as Sage Intacct (2), J.P. Morgan in business-banking read as Chase Business Banking (2), J.P. Morgan Commercial Card in corporate-cards read as J.P. Morgan Commercial Cards (2), JPMorgan in corporate-cards read as J.P. Morgan Commercial Cards (2), JPMorgan Chase in corporate-cards read as J.P. Morgan Commercial Cards (2), Kissflow in procure-to-pay read as Kissflow Procurement (2), Longview in transfer-pricing read as Longview Tax (2), Longview (by insightsoftware) in transfer-pricing read as Longview Tax (2), Maxio (formerly Chargify + SaaSOptics) in saas-metrics-and-analytics read as Maxio Metrics (2), Maxio (formerly SaaSOptics) in saas-metrics-and-analytics read as Maxio Metrics (2), Microsoft Dynamics in fixed-asset-accounting read as Microsoft Dynamics 365 (2), Microsoft Dynamics 365 Finance & Operations in accounting-software read as Microsoft Dynamics 365 Finance (2), Moody's Analytics in b2b-credit-management read as Moody's (2), NetSuite in cash-application read as Oracle NetSuite (2), NetSuite in financial-consolidation read as Oracle NetSuite (2), NetSuite in lease-accounting read as NetSuite Lease Accounting (2), Netgain in fixed-asset-accounting read as NetAsset (2), Oracle in lease-accounting read as Oracle Lease Accounting (2), Oracle Cash and Treasury Management in treasury-management-systems read as Oracle Treasury (2), Oracle Cloud EPM in financial-close-management read as Oracle Fusion Cloud EPM (2), Oracle Cloud EPM Planning in fpa-platforms read as Oracle Fusion Cloud EPM (2), Oracle EPM in financial-modeling-and-scenario-planning read as Oracle Fusion Cloud EPM (2), Oracle ERP Cloud in invoicing-software read as Oracle Fusion Cloud ERP (2), Oracle ERP Cloud (Fusion) in erp-systems read as Oracle Fusion Cloud ERP (2), Oracle FCCM in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (2), Oracle FCCS in financial-close-management read as Oracle Financial Consolidation and Close (2), Oracle Financial Services AML in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (2), Oracle Fusion in procure-to-pay read as Oracle Fusion Cloud Procurement (2), Oracle NetSuite (SuiteBilling) in invoicing-software read as NetSuite SuiteBilling (2), Oracle Treasury Management in treasury-management-systems read as Oracle Treasury (2), PowerBI in saas-metrics-and-analytics read as Microsoft Power BI (2), ProfitWell in saas-metrics-and-analytics read as ProfitWell Metrics (2), ProfitWell (Paddle Metrics) in saas-metrics-and-analytics read as ProfitWell Metrics (2), Prophix One in financial-consolidation read as Prophix (2), Prophix One in fpa-platforms read as Prophix (2), QuickBooks in contractor-payments read as QuickBooks Contractor Payments (2), QuickBooks in revenue-recognition read as QuickBooks Online (2), Resolve (Resolve Pay) in b2b-bnpl-and-net-terms read as Resolve Pay (2), Rho in treasury-management-systems read as Rho Treasury (2), SAP in b2b-credit-management read as SAP Credit Management (2), SAP in cash-flow-forecasting read as SAP Treasury and Risk Management (2), SAP in transfer-pricing read as SAP S/4HANA (2), SAP BPC in corporate-performance-management read as SAP BPC (2), SAP BPC (Business Planning and Consolidation) in corporate-performance-management read as SAP BPC (2), SAP Cloud ERP in invoicing-software read as SAP S/4HANA (2), Salesforce Sales Cloud in financial-close-management read as Salesforce (2), ServiceNow GRC (Integrated Risk Management) in internal-controls-and-sox read as ServiceNow Integrated Risk Management (2), Sigma in saas-metrics-and-analytics read as Sigma Computing (2), Sovos in transfer-pricing read as Sovos Transfer Pricing (2), SpheraCloud Sustainability in esg-and-carbon-reporting read as SpheraCloud Corporate Sustainability (2), Stax in embedded-payments-platforms read as Stax Connect (2), Thomson Reuters (ONESOURCE) in sales-tax-automation read as Thomson Reuters ONESOURCE (2), Tungsten in global-e-invoicing-compliance read as Tungsten Network (2), Tungsten Automation (formerly Kofax) in global-e-invoicing-compliance read as Tungsten Network (2), Vena Solutions in board-and-investor-reporting read as Vena (2), Venmo in b2b-payment-acceptance read as Venmo for Business (2), Wolters Kluwer CCH Tagetik in account-reconciliation read as CCH Tagetik (2), Workday Adaptive in cash-flow-forecasting read as Workday Adaptive Planning (2), Workday Expenses in expense-management read as Workday (2), Workday Professional Services in professional-services-automation read as Workday PSA (2), Yardi in lease-accounting read as Yardi Corom (2), Acumatica in ai-accounting-assistants read as Acumatica Cloud ERP (1), Acumatica in financial-consolidation read as Acumatica Cloud ERP (1), Adaptive Insights in cash-flow-forecasting read as Workday Adaptive Planning (1), Adaptive Insights in financial-modeling-and-scenario-planning read as Workday Adaptive Planning (1), Adaptive Insights in financial-reporting-and-dashboards read as Workday Adaptive Planning (1), Adaptive Insights (Workday) in corporate-performance-management read as Workday Adaptive Planning (1), Adaptive Insights (Workday) in fpa-platforms read as Workday Adaptive Planning (1), Adaptive Insights (now part of Workday) in fpa-platforms read as Workday Adaptive Planning (1), Adra in financial-consolidation read as Trintech Adra (1), Adra (by Trintech) in account-reconciliation read as Trintech Adra (1), Adra (by Trintech) in financial-close-management read as Trintech Adra (1), Adyen Enterprise in embedded-payments-platforms read as Adyen for Platforms (1), Agentforce Revenue Management in revenue-recognition read as Salesforce Revenue Cloud (1), Agentforce Revenue Management (formerly Salesforce Revenue Cloud) in revenue-recognition read as Salesforce Revenue Cloud (1), Amadeus in corporate-travel-management read as Amadeus Cytric (1), American Express (Amex Corporate Cashback Card) in corporate-cards read as American Express Corporate Card (1), American Express (Amex Corporate) in corporate-cards read as American Express Corporate Card (1), American Express (Corporate Platinum/Green) in corporate-cards read as American Express Corporate Card (1), American Express (Corporate Programs) in corporate-cards read as American Express Corporate Card (1), Ariba in supplier-management read as SAP Ariba (1), Avalara (AvaTax Enterprise & CertCapture) in sales-tax-automation read as Avalara AvaTax (1), Avalara (AvaTax Enterprise) in sales-tax-automation read as Avalara AvaTax (1), Avalara (AvaTax) in global-e-invoicing-compliance read as Avalara E-Invoicing (1), Avalara (AvaTax) in sales-tax-automation read as Avalara AvaTax (1), Avalara (Avalara for Enterprise) in global-e-invoicing-compliance read as Avalara E-Invoicing (1), Avalara (E-Invoicing and Live Reporting) in global-e-invoicing-compliance read as Avalara E-Invoicing (1), Avalara (by Thomson Reuters) in sales-tax-automation read as Avalara AvaTax (1), Avalara E‑Invoicing and Live Reporting in global-e-invoicing-compliance read as Avalara E-Invoicing (1), Avalara Track1099 in contractor-payments read as Track1099 (1), BILL in corporate-cards read as BILL Spend & Expense (1), BILL (Divvy) in corporate-cards read as BILL Spend & Expense (1), BILL (formerly Divvy) in corporate-cards read as BILL Spend & Expense (1), BILL / Bill.com in b2b-payment-acceptance read as BILL Accounts Receivable (1), BILL AP/AR (formerly Bill.com) in invoicing-software read as BILL (1), BILL Spend in corporate-cards read as BILL Spend & Expense (1), BILL.com in accounts-receivable-automation read as BILL Accounts Receivable (1), Bill in corporate-cards read as BILL Spend & Expense (1), Bill.com in procure-to-pay read as BILL (1), Bill.com in spend-management-platforms read as BILL Spend & Expense (1), Bill.com (BILL) in b2b-payment-acceptance read as BILL Accounts Receivable (1), Bill.com (BILL) in contractor-payments read as BILL (1), Bill.com (BILL) in invoicing-software read as BILL (1), Bill.com (now BILL) in b2b-payment-acceptance read as BILL Accounts Receivable (1), Bill.com (now BILL) in contractor-payments read as BILL (1), Bill.com (now part of BILL) in contractor-payments read as BILL (1), Bill.com / BILL in accounts-payable-automation read as BILL Accounts Payable (1), Bill.com / BILL in b2b-payment-acceptance read as BILL Accounts Receivable (1), BlackLine (Cash Application Module) in cash-application read as BlackLine Cash Application (1), BlackLine (Lease Accounting) in lease-accounting read as BlackLine Lease Accounting (1), Bloomberg Tax in corporate-tax-provision read as Bloomberg Tax Provision (1), Bloomberg Tax (formerly BNA) in corporate-tax-provision read as Bloomberg Tax Provision (1), Bloomberg Tax Technology in corporate-tax-provision read as Bloomberg Tax Provision (1), Booke in ai-accounting-assistants read as Booke AI (1), CT Corporation (CTAdvantage) in entity-management read as CT Corporation Entity Management (1), CT Corporation (hCue) in entity-management read as CT Corporation Entity Management (1), Cake in cap-table-management read as Cake Equity (1), Centage in cash-flow-forecasting read as Centage Planning Maestro (1), Centage in financial-modeling-and-scenario-planning read as Centage Planning Maestro (1), Certent in cap-table-management read as Certent Equity Management (1), Certify in expense-management read as Emburse (1), Certinia (Formerly PlanetPro / PS Cloud) in professional-services-automation read as Certinia Professional Services Cloud (1), Certinia (Salesforce-native PSA) in professional-services-automation read as Certinia Professional Services Cloud (1), Certinia (ex-FinancialForce) in professional-services-automation read as Certinia Professional Services Cloud (1), Certinia (formerly Financial Force) in professional-services-automation read as Certinia Professional Services Cloud (1), Citi Commercial in corporate-cards read as Citi Commercial Cards (1), Citibank in corporate-cards read as Citi Commercial Cards (1), ClearPoint in board-and-investor-reporting read as ClearPoint Strategy (1), CoStar in lease-accounting read as CoStar Real Estate Manager (1), Computershare (GEMS) in entity-management read as Computershare GEMS (1), Corpay (formerly Cambridge Global Payments) in cross-border-payments-and-fx read as Corpay Cross-Border Payments (1), Corpay (formerly Western Union Business Solutions) in cross-border-payments-and-fx read as Corpay Cross-Border Payments (1), Coupa in cash-flow-forecasting read as Coupa Treasury (1), DFIN (Donnelley Financial Solutions) ActiveDisclosure in sec-and-disclosure-reporting read as DFIN ActiveDisclosure (1), Datasite (formerly Merrill Corporation) in virtual-data-rooms read as Datasite Diligence (1), DiliTrust (Governance Suite) in entity-management read as DiliTrust Entity Management (1), Diligent (BoardEffect) in board-portals read as Diligent Boards (1), Diligent (Diligent Boards) in board-and-investor-reporting read as Diligent Boards (1), Diligent (Diligent One) in board-and-investor-reporting read as Diligent Boards (1), Diligent (One Platform / HighBond) in internal-controls-and-sox read as Diligent One Platform (1), Diligent (formerly Boardable/iBoard) in board-portals read as Diligent Boards (1), Diligent (formerly Boardvantage) in board-and-investor-reporting read as Diligent Boards (1), Diligent (formerly HighBond / Galvanize) in internal-controls-and-sox read as Diligent One Platform (1), Diligent (formerly HighBond/Diligent Boards) in board-and-investor-reporting read as Diligent Boards (1), Divvy in corporate-cards read as BILL Spend & Expense (1), Divvy (by United) in expense-management read as BILL Spend & Expense (1), Divvy (now part of BILL) in corporate-cards read as BILL Spend & Expense (1), Divvy (now part of Bill.com) in corporate-cards read as BILL Spend & Expense (1), Divvy (now part of Vyta) in spend-management-platforms read as BILL Spend & Expense (1), Dynamics 365 Business Central in erp-systems read as Microsoft Dynamics 365 Business Central (1), Dynamics 365 Finance in erp-systems read as Microsoft Dynamics 365 Finance & Operations (1), Dynamics 365 Finance & Operations in erp-systems read as Microsoft Dynamics 365 Finance & Operations (1), Dynamics 365 Finance & Supply Chain Management (FSC) in accounting-software read as Microsoft Dynamics 365 Finance (1), ER/Studio Data Architect (IDERA) in financial-modeling-and-scenario-planning read as ER/Studio (1), Emburse Expense Enterprise in expense-management read as Emburse (1), Emburse Expense Enterprise (formerly Chrome River) in expense-management read as Emburse (1), Exactera (formerly CrossBorder Solutions) in transfer-pricing read as Exactera Transfer Pricing (1), Excel in entity-management read as Microsoft Excel (1), Experian in b2b-credit-management read as Experian Business Credit Reports (1), Experian Business in b2b-credit-management read as Experian Business Credit Reports (1), FIS Integrity in cash-flow-forecasting read as FIS Treasury and Risk Manager (1), Finance Automation by Redwood in financial-close-management read as Redwood (1), Google Looker Studio in financial-reporting-and-dashboards read as Looker Studio (1), H&R Block in corporate-tax-provision read as H&R Block Small Business (1), HighRadius (Autonomous Credit Cloud) in b2b-credit-management read as HighRadius Credit Cloud (1), HighRadius Accounts Receivables in b2b-credit-management read as HighRadius Credit Cloud (1), IBM in corporate-performance-management read as IBM Planning Analytics (1), IBM in fpa-platforms read as IBM Planning Analytics (1), IBM Cognos (legacy versions) in financial-reporting-and-dashboards read as IBM Cognos Analytics (1), Intuit QuickBooks in accounting-software read as QuickBooks (1), J.P. Morgan in cap-table-management read as J.P. Morgan Workplace Solutions (1), J.P. Morgan in corporate-cards read as J.P. Morgan Commercial Cards (1), J.P. Morgan Chase in corporate-cards read as J.P. Morgan Commercial Cards (1), JPMorgan Chase (Commercial Banking) in business-banking read as Chase Business Banking (1), JPMorgan Chase (J.P. Morgan) in business-banking read as Chase Business Banking (1), JPMorgan Chase Business Banking in business-banking read as Chase Business Banking (1), Kayak in corporate-travel-management read as KAYAK for Business (1), Kissflow in supplier-management read as Kissflow Procurement (1), Lucasys in corporate-tax-provision read as Lucasys Tax Provision (1), MRI Software in fixed-asset-accounting read as MRI Fixed Asset Accounting (1), MRI Software (formerly Real Asset Management) in fixed-asset-accounting read as MRI Fixed Asset Accounting (1), Microsoft Dynamics in cash-flow-forecasting read as Microsoft Dynamics 365 Finance (1), Microsoft Dynamics in erp-systems read as Microsoft Dynamics 365 (1), Microsoft Dynamics 365 Finance & Operations (F&O) in fixed-asset-accounting read as Microsoft Dynamics 365 Finance (1), Microsoft Dynamics 365 Finance & Supply Chain Management in erp-systems read as Microsoft Dynamics 365 Finance & Operations (1), Microsoft Dynamics 365 Finance & Supply Chain Management (F&SCM) in erp-systems read as Microsoft Dynamics 365 Finance & Operations (1), Microsoft Visio (Standalone/Personal) in financial-modeling-and-scenario-planning read as Visio (1), Nakisa (Nakisa Lease Administration) in lease-accounting read as Nakisa Lease Administration (1), NetSuite in cash-flow-forecasting read as Oracle NetSuite (1), NetSuite in global-e-invoicing-compliance read as Oracle NetSuite (1), NetSuite in saas-metrics-and-analytics read as Oracle NetSuite (1), NetSuite (Advanced Revenue Management) in revenue-recognition read as Oracle NetSuite (1), NetSuite (Oracle NetSuite) in accounting-software read as Oracle NetSuite (1), NetSuite (Oracle NetSuite) in financial-reporting-and-dashboards read as Oracle NetSuite (1), NetSuite (Oracle NetSuite) in invoicing-software read as NetSuite SuiteBilling (1), NetSuite (Oracle) in revenue-recognition read as Oracle NetSuite (1), NetSuite (SuiteBilling) in revenue-recognition read as Oracle NetSuite (1), NetSuite (owned by Oracle) in erp-systems read as Oracle NetSuite (1), NetSuite (with SuiteBilling) in invoicing-software read as NetSuite SuiteBilling (1), NetSuite ERP in erp-systems read as Oracle NetSuite (1), NetSuite Fixed Assets (Oracle NetSuite) in fixed-asset-accounting read as NetSuite Fixed Assets Management (1), ONESOURCE in sales-tax-automation read as Thomson Reuters ONESOURCE (1), Odoo Accounting in accounting-software read as Odoo (1), Oracle in strategic-sourcing read as Oracle Fusion Cloud Procurement (1), Oracle in treasury-management-systems read as Oracle Treasury (1), Oracle Account Reconciliation Cloud Service in account-reconciliation read as Oracle Account Reconciliation Cloud (1), Oracle Account Reconciliation Cloud Service (ARCS) in account-reconciliation read as Oracle Account Reconciliation Cloud (1), Oracle Cloud EPM (Enterprise Performance Management) in financial-consolidation read as Oracle Fusion Cloud EPM (1), Oracle Cloud EPM (Enterprise Performance Management) in financial-modeling-and-scenario-planning read as Oracle Fusion Cloud EPM (1), Oracle Cloud EPM (Essbase) in financial-modeling-and-scenario-planning read as Oracle Fusion Cloud EPM (1), Oracle Cloud EPM (FCCS + Account Reconciliation) in financial-consolidation read as Oracle Fusion Cloud EPM (1), Oracle Cloud EPM (FCCS - Financial Consolidation and Close) in financial-consolidation read as Oracle Fusion Cloud EPM (1), Oracle Cloud EPM (formerly Hyperion) in financial-consolidation read as Oracle Fusion Cloud EPM (1), Oracle Cloud EPM (without an enterprise license agreement) in financial-consolidation read as Oracle Fusion Cloud EPM (1), Oracle Cloud ERP in financial-reporting-and-dashboards read as Oracle Fusion Cloud ERP (1), Oracle Cloud ERP in treasury-management-systems read as Oracle Treasury (1), Oracle EPM in account-reconciliation read as Oracle Fusion Cloud EPM (1), Oracle EPM in financial-close-management read as Oracle Fusion Cloud EPM (1), Oracle EPM (FCCS) in financial-consolidation read as Oracle Fusion Cloud EPM (1), Oracle EPM (Oracle Fusion Cloud EPM) in corporate-performance-management read as Oracle Fusion Cloud EPM (1), Oracle EPM Cloud (FCCS) in financial-consolidation read as Oracle Fusion Cloud EPM (1), Oracle EPM Cloud (Fusion / OneStore) in fpa-platforms read as Oracle Fusion Cloud EPM (1), Oracle EPM Cloud (Hyperion) in financial-modeling-and-scenario-planning read as Oracle Fusion Cloud EPM (1), Oracle EPM Cloud (including Hyperion) in corporate-performance-management read as Oracle Fusion Cloud EPM (1), Oracle EPM Cloud (now Oracle Fusion EPM) in corporate-performance-management read as Oracle Fusion Cloud EPM (1), Oracle EPM Tax Provision in corporate-tax-provision read as Oracle Tax Reporting (1), Oracle ERP Cloud in accounting-software read as Oracle Fusion Cloud ERP (1), Oracle ERP Cloud (Oracle Fusion Cloud ERP) in accounting-software read as Oracle Fusion Cloud ERP (1), Oracle ERP Cloud (incl. NetSuite) in erp-systems read as Oracle Fusion Cloud ERP (1), Oracle FCCM (AML) in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (1), Oracle FCCM Cloud in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (1), Oracle FCCS (Financial Consolidation and Close Cloud Service) in financial-consolidation read as Oracle Financial Consolidation and Close (1), Oracle Financial Consolidation and Close Cloud Service (FCCS) in financial-consolidation read as Oracle Financial Consolidation and Close (1), Oracle Financial Crime and Compliance Management (FCCM) Cloud in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (1), Oracle Financial Crime and Compliance Management Transaction Monitoring in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (1), Oracle Financial Services AML (OFSA) in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (1), Oracle Financial Services Crime and Compliance Management – FCCM Transaction Monitoring in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (1), Oracle Fusion in invoicing-software read as Oracle Fusion Cloud ERP (1), Oracle Fusion Cloud in financial-reporting-and-dashboards read as Oracle Fusion Cloud ERP (1), Oracle Fusion Cloud EPM in financial-reporting-and-dashboards read as Oracle Fusion Cloud EPM (1), Oracle Fusion Cloud EPM in fpa-platforms read as Oracle Fusion Cloud EPM (1), Oracle Fusion Cloud EPM (Enterprise Performance Management) in financial-reporting-and-dashboards read as Oracle Fusion Cloud EPM (1), Oracle Fusion Revenue Management in revenue-recognition read as Oracle Revenue Management Cloud (1), Oracle NetSuite E-Invoicing in global-e-invoicing-compliance read as Oracle NetSuite (1), Oracle NetSuite OneWorld in invoicing-software read as NetSuite SuiteBilling (1), Oracle Procurement in strategic-sourcing read as Oracle Fusion Cloud Procurement (1), Oracle Procurement Cloud (Oracle NetSuite) in spend-management-platforms read as Oracle Fusion Cloud Procurement (1), Oracle Procurement Cloud (part of Fusion) in spend-management-platforms read as Oracle Fusion Cloud Procurement (1), Oracle Revenue Management Cloud Service in revenue-recognition read as Oracle Revenue Management Cloud (1), Oracle Revenue Management Cloud Service (RMCS) in revenue-recognition read as Oracle Revenue Management Cloud (1), Otto in corporate-travel-management read as Otto the Agent (1), Pangea in cross-border-payments-and-fx read as Pangea Prime (1), Perk (TravelPerk) in corporate-travel-management read as TravelPerk (1), Perk (formerly TravelPerk) in corporate-travel-management read as TravelPerk (1), Planview in corporate-performance-management read as Planview Enterprise One (1), Planview (Roadmap, formerly Mavenlink) in professional-services-automation read as Planview ChangePoint (1), ProfitWell (now Paddle Metrics) in saas-metrics-and-analytics read as ProfitWell Metrics (1), ProfitWell (now Paddle) in saas-metrics-and-analytics read as ProfitWell Metrics (1), Prophix (formerly Cradle) in lease-accounting read as Prophix One Lease Accounting (1), Prophix One in corporate-performance-management read as Prophix (1), Prophix One in financial-close-management read as Prophix (1), Prophix One Lease Accounting, formerly Cradle in lease-accounting read as Prophix One Lease Accounting (1), Qlik in board-and-investor-reporting read as Qlik Sense (1), Qlik (Qlik Sense) in financial-reporting-and-dashboards read as Qlik Sense (1), Qlik Cloud Analytics / Qlik Sense in financial-reporting-and-dashboards read as Qlik Sense (1), Quadient in accounts-payable-automation read as Quadient AP (1), Quadient (AR‑Automation) in cash-application read as Quadient Accounts Receivable (1), Quadient (formerly YayPay) in b2b-credit-management read as Quadient AR (1), Quadient Accounts Receivable in accounts-receivable-automation read as Quadient AR (1), QuickBooks in account-reconciliation read as QuickBooks Online (1), QuickBooks Bill Pay in accounts-payable-automation read as QuickBooks (1), QuickBooks Enterprise in ai-accounting-assistants read as QuickBooks Online (1), QuickBooks Enterprise in expense-management read as QuickBooks Online Expenses (1), QuickBooks Enterprise in financial-consolidation read as QuickBooks Online (1), QuickBooks Expense Management (standalone) in expense-management read as QuickBooks Online Expenses (1), QuickBooks Online in expense-management read as QuickBooks Online Expenses (1), QuickBooks Online (QBO) in invoicing-software read as QuickBooks (1), QuickBooks Online Advanced in fixed-asset-accounting read as QuickBooks (1), Ramp (Enterprise Tier) in ai-accounting-assistants read as Ramp Accounting Agent (1), Resolve in b2b-credit-management read as Resolve Pay (1), Resolve (now part of Affirm) in b2b-bnpl-and-net-terms read as Resolve Pay (1), Rippling in corporate-travel-management read as Rippling Travel (1), SAP in professional-services-automation read as SAP S/4HANA (1), SAP in treasury-management-systems read as SAP Treasury and Risk Management (1), SAP (SAP S/4HANA Cloud + Subscription Billing) in revenue-recognition read as SAP Revenue Accounting and Reporting (1), SAP Ariba / SAP Business Network in global-e-invoicing-compliance read as SAP Business Network (1), SAP Group Reporting in corporate-performance-management read as SAP S/4HANA Group Reporting (1), SAP S/4HANA (Cloud) in accounting-software read as SAP S/4HANA Finance (1), SAP S/4HANA Finance in financial-reporting-and-dashboards read as SAP S/4HANA (1), SAP S/4HANA group reporting in financial-consolidation read as SAP S/4HANA Finance for Group Reporting (1), SVB in business-banking read as Silicon Valley Bank (1), SVB (First Citizens) in business-banking read as Silicon Valley Bank (1), Sage in fixed-asset-accounting read as Sage Fixed Assets (1), Sage Business Cloud Accounting in accounting-software read as Sage Accounting (1), Sage Intacct (Contract-Based Revenue Management) in revenue-recognition read as Sage Intacct Revenue Recognition (1), Sage Intacct (Revenue Recognition Module) in revenue-recognition read as Sage Intacct Revenue Recognition (1), Sage Intacct (with Rev Rec module) in revenue-recognition read as Sage Intacct Revenue Recognition (1), Sage Intacct Contract Revenue Management in revenue-recognition read as Sage Intacct Revenue Recognition (1), ServiceNow GRC (Governance, Risk, & Compliance) in internal-controls-and-sox read as ServiceNow Integrated Risk Management (1), ServiceNow GRC (IRM) in internal-controls-and-sox read as ServiceNow Integrated Risk Management (1), ServiceNow GRC (Integrated Risk Management - IRM) in internal-controls-and-sox read as ServiceNow Integrated Risk Management (1), ServiceNow IT Asset Management in fixed-asset-accounting read as ServiceNow Asset Management (1), ServiceNow IT Asset Management (ITAM) in fixed-asset-accounting read as ServiceNow Asset Management (1), Shopify (Shopify Tax) in sales-tax-automation read as Shopify Tax (1), Sovos (Indirect Tax Suite) in global-e-invoicing-compliance read as Sovos Compliance Network (1), Sovos Compliance Cloud in global-e-invoicing-compliance read as Sovos Compliance Network (1), SpheraCloud Sustainability (Sphera) in esg-and-carbon-reporting read as SpheraCloud Corporate Sustainability (1), Square in invoicing-software read as Square Invoices (1), Stripe in chargeback-management read as Stripe Disputes (1), Stripe in corporate-cards read as Stripe Corporate Card (1), Stripe (Connect & Treasury) in embedded-payments-platforms read as Stripe Connect (1), Stripe (Connect) in embedded-payments-platforms read as Stripe Connect (1), Stripe (via Bridge acquisition) in stablecoin-platforms read as Stripe Crypto (1), Stripe (with Bridge integration) in stablecoin-platforms read as Stripe Crypto (1), Stripe Smart Disputes in chargeback-management read as Stripe Disputes (1), Tagetik in corporate-tax-provision read as Wolters Kluwer CCH Tagetik Tax Provision (1), Tangoe (Tangoe One Telecom) in telecom-expense-management read as Tangoe One Telecom (1), Thomson Reuters in global-e-invoicing-compliance read as Thomson Reuters ONESOURCE (1), Thomson Reuters in transfer-pricing read as Thomson Reuters ONESOURCE (1), Thomson Reuters ONESOURCE (Income Tax/Provision) in corporate-tax-provision read as Thomson Reuters ONESOURCE Tax Provision (1), Transformance in cash-flow-forecasting read as Transformance CashPulse (1), Tungsten Automation (Coupa) in global-e-invoicing-compliance read as Tungsten Network (1), Tungsten Automation (InvoiceAgility+) in global-e-invoicing-compliance read as Tungsten Network (1), Tungsten Automation (Kofax) in global-e-invoicing-compliance read as Tungsten Network (1), Tungsten Automation (ex-Kofax) in global-e-invoicing-compliance read as Tungsten Network (1), U.S. Bank Commercial Rewards in corporate-cards read as U.S. Bank Commercial Rewards Card (1), Vertex O Series (or Vertex Cloud) in sales-tax-automation read as Vertex (1), Wave Accounting in accounting-software read as Wave (1), Wolters Kluwer (CCH Tagetik) in financial-close-management read as CCH Tagetik (1), Wolters Kluwer (CCH Tagetik) in fpa-platforms read as CCH Tagetik (1), Wolters Kluwer CCH SureTax in sales-tax-automation read as CCH SureTax (1), Wolters Kluwer CCH Tagetik in financial-close-management read as CCH Tagetik (1), Workday in ai-accounting-assistants read as Workday Financial Management (1), Workday in fpa-platforms read as Workday Adaptive Planning (1), Workday (Financial Management & HCM) in erp-systems read as Workday Financial Management (1), Workday Adaptive in financial-reporting-and-dashboards read as Workday Adaptive Planning (1), Workday Adaptive in fpa-platforms read as Workday Adaptive Planning (1), Workday ERP / Workday Financial Management in erp-systems read as Workday Financial Management (1), Workday Enterprise Management Cloud in erp-systems read as Workday Financial Management (1), Workday Financials in accounting-software read as Workday Financial Management (1), Workday Lease Accounting in lease-accounting read as Workday (1), Workday Professional Services Automation in professional-services-automation read as Workday PSA (1), Workday Revenue in revenue-recognition read as Workday Revenue Management (1), Workiva (Connected Tax / Tax Provisioning) in corporate-tax-provision read as Workiva Tax and Provision (1), Worldpay for Platforms – PayFac-as-a-Service Pro in embedded-payments-platforms read as Worldpay for Platforms (1), Xero in business-bill-pay read as Xero Bills (1), Xero in cash-flow-forecasting read as Xero Cash Flow Forecasting (1), YayPay in accounts-receivable-automation read as Quadient AR (1), YayPay in cash-application read as Quadient Accounts Receivable (1), Zuora (Zuora Monetization Platform) in revenue-recognition read as Zuora Revenue (1)

Combined answers split into one label per product: Accointing / Cointracking, Adaptive Insights/Vena, American Express Global Business Travel / Egencia, Anaplan / Workday Adaptive Insights, AuditBoard / Optro, AuditBoard/Optro, BILL/AvidXchange, Basware/GEP, Basware/Medius, Bill.com/BILL, Binance USD (BUSD) / Paxos (post-BUSD), BlackLine/Black Owl, BoardEffect / Aprio, Boardvantage / Nasdaq, Braintree / PayPal Enterprise Payments, Braintree/PayPal, CCH Axcess/Tagetik (Wolters Kluwer), CCH SureTax / Wolters Kluwer, CT Corporation / CSC Global, CT Corporation / Legisway (Wolters Kluwer), CTAdvantage / Legalinc, Capchase / Vartana, Cass Information Systems / Asignet, Certent/IRIS Carbon, Certent/insightsoftware, Certinia PSA / FinancialForce, Channelscaler/360insights, Chargebacks911/Justt, Circle Payments Network (CPN) / Circle Mint, Citigroup / Citi, Citigroup/Citibank, Convera/OFX, Corporate Traveler / CTM, Coupa / SAP Ariba, Cryptoworth / Cryptacount, Deel / Remote, Digital River / PayPro Global, Diligent Boards / Diligent One, Donnelley Financial Solutions (DFIN) / ActiveDisclosure, Egencia / American Express Global Business Travel (Amex GBT), Egencia / Amex GBT, Emburse / Certify, Emburse/Chrome River, Equifax/Donnelley Financial Solutions, FIS / Baan, FIS / Fiserv, FIS / Worldpay, FIS / Worldpay for Platforms, FIS Quantum / FIS Treasury and Risk Manager – Integrity Edition, FIS/Worldpay, Fireblocks + TRES Finance, Fireblocks/Sphere, Fiserv/ACI Worldwide, Flintfox / Flintfox by Enable, FraudNet / Didit, GEP + Mastercard, GTreasury / Ripple Treasury, formerly GTreasury, GTreasury/Ripple, GoodData / Power BI / Tableau, Google Data Studio / Looker Studio, HighRadius/IMA360, IBM Cognos TM1 / IBM Planning Analytics, IMA360/Pricefx/360insights, Ivalua/Jaggaer, J.P. Morgan Workplace Solutions / Global Shares, JPMorgan Chase / Chase Business, Lextree / Berkman Solutions, Longview Tax/insightsoftware, Looker Studio / Data Studio, Mastercard + BVNK, Mavenlink/ClickUp, Maxio / SaaSOptics, Microsoft Copilot/Power BI, Microsoft Dynamics 365 Finance + Copilot, Midigator/ChargebackStop, MinuteBox/Filejet, Mondu/Hokodo, Morgan Stanley at Work / Shareworks, Nomentia/Coupa, OneStream / Oracle EPM, OneStream XF / OneStream, Oracle / Workday Adaptive Planning, Oracle Cash Management / GTreasury, Oracle Cloud EPM / Hyperion, Oracle Cloud EPM / Oracle Hyperion, Oracle E-Business Suite / Oracle EAM, Oracle EPM / Hyperion, Oracle ERP Cloud / Oracle Fusion, Oracle FCCM / Oracle Financial Services AML, Oracle Fusion Cloud EPM / SAP S/4HANA Group Reporting, Oracle Fusion Cloud ERP / JD Edwards, Oracle Fusion Cloud ERP / Oracle Cloud ERP, Oracle Fusion Cloud ERP / Oracle ERP Cloud, Oracle Fusion Revenue Management / NetSuite ARM, Oracle Hyperion / Oracle Enterprise Performance Management, Oracle Hyperion Disclosure Management / CCH Tagetik, Oracle NetSuite / Oracle Fusion Cloud, Oracle NetSuite / Oracle Fusion Cloud (Fixed Asset Management Module), Oracle NetSuite Advanced Revenue Management / Oracle Revenue Management Cloud, Oracle Procurement Cloud / Oracle Fusion Cloud Procurement, Oracle Revenue Management / NetSuite Revenue Recognition, Paxos & PayPal (PYUSD), PayPal / Braintree Enterprise, PayPal / PayPal Enterprise (Braintree), PayPal Enterprise/Braintree, Payhawk/Airbase (Paylocity), Phenom / Beamery, Qlik / Tagetik (CCH Tagetik), QuickBooks Enterprise / Intuit Enterprise Suite, QuickBooks/Intuit Enterprise Suite, QuickBooks/Xero, Ramp/Airbase, Ramp/Melio, Rapyd/Thunes, Rapyd/Unit, Resolve Pay / Resolve, Resolve/Affirm, SAP / Oracle (Native ERP invoicing), SAP Analytics Cloud (SAC) / SAP BPC, SAP Analytics Cloud / SAP BPC, SAP Analytics Cloud / SAP EPM, SAP Analytics Cloud / SAP Group Reporting, SAP Ariba + SAP Document and Reporting Compliance, SAP Ariba / Concur, SAP Ariba / SAP Concur, SAP Ariba Invoicing & SAP Concur, SAP Ariba Supplier Management + SAP Business Network, SAP Ariba Supplier Management / SAP Business Network, SAP Ariba/SAP, SAP Asset Management / SAP EAM, SAP BPC / SAP Analytics Cloud, SAP BPC / SAP Analytics Cloud (SAC), SAP BPC / SAP EPM, SAP Business Network / SAP Document and Reporting Compliance, SAP Business Network/Ariba, SAP BusinessObjects / Crystal Reports, SAP Cash Application / SAP S/4HANA Finance, SAP Cloud ERP / SAP S/4HANA Cloud, SAP Concur & SAP Ariba, SAP Concur / SAP S/4HANA, SAP Concur/Ariba, SAP GRC / SAP Process Control, SAP Group Reporting / S/4HANA Group Reporting, SAP Group Reporting / SAP BPC, SAP Group Reporting / SAP S/4HANA Group Reporting, SAP Revenue Accounting and Reporting (RAR) / SAP Revenue Management, SAP S/4HANA / SAP Cloud ERP, SAP S/4HANA Cloud / SAP S/4HANA Finance, SAP S/4HANA Finance for Group Reporting / SAP Group Reporting, SAP S/4HANA Group Reporting / BPC, SAP Sustainability Footprint Management / SAP Sustainability Control Tower, SAP Tax Compliance / OneSource, SAP Treasury / Coupa Treasury, SAP/Tagetik, SAS Anti-Money Laundering / SAS AML Suite, SSRS / Power BI Report Server, SWIFT / SWIFT gpi, Sage 50 (US) / Sage 50cloud, Sage Fixed Assets / Sage Intacct, Sage Intacct / NetSuite OneWorld, SmartStream / AutoRek, Sovos / TPGenie, Stripe & Bridge (USDB), Stripe + Bridge, Stripe Billing/Stripe Analytics, Stripe Treasury / Unit / Treasury Prime, Stripe/Bridge, Summ / CryptoTaxCalculator, TRES Finance / Tres, Tangoe / Calero, Tilled/Rainforest, TransferWise/Wise, Trintech / Cadency / Adra, Trintech Cadency / Adra, Trintech Cadency / Trintech, Trintech Cadency/Adra, Unit21 / Hawk AI, UpGuard/Vanta (VRM-focused), Vena / Datarails, Vena/Datarails, Vena/Planful, Vertex Tax Accounting / Vertex Enterprise, Vertex/Thomson Reuters ONESOURCE, Vigilis/Socium IT, Wise Business / Wise Platform, Wise Business/Melio, Wise/Payoneer (standalone), Wolters Kluwer / CT Corporation (hCue Enterprise), Wolters Kluwer Legisway / CT Corporation, WorkMarket/ADP, Workday Accounting Agent / Workday Financial Management, Workday Adaptive Planning / Adaptive Insights, Workday/IFS, Worldpay for Platforms / Payrix Pro, Worldpay/FIS, Xero/QuickBooks add-ons, Zuora Revenue / Zuora RevPro, insightsoftware / JustPerform

## Appendix: loose paraphrase stability

- Claude Haiku 4.5: a direct first choice kept as first choice or alternative in 28 of 57 categories (49%); differing under the strict rule: accounting-software, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-banking, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, corporate-cards, corporate-performance-management, corporate-tax-provision, cross-border-payments-and-fx, crypto-accounting, embedded-payments-platforms, entity-management, esg-and-carbon-reporting, financial-consolidation, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, rebate-management, saas-metrics-and-analytics, sales-tax-automation, stablecoin-platforms, strategic-sourcing, supplier-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- GPT-5.4 mini: a direct first choice kept as first choice or alternative in 31 of 57 categories (54%); differing under the strict rule: accounting-software, accounts-payable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, cap-table-management, cash-application, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, financial-close-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, global-e-invoicing-compliance, internal-controls-and-sox, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, revenue-recognition, saas-metrics-and-analytics, sales-tax-automation, spend-management-platforms, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems
- Gemini 3.5 Flash: a direct first choice kept as first choice or alternative in 46 of 57 categories (81%); differing under the strict rule: account-reconciliation, accounting-software, accounts-payable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-payment-acceptance, board-and-investor-reporting, business-banking, business-bill-pay, cap-table-management, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-performance-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-close-management, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, payment-orchestration-platforms, professional-services-automation, saas-metrics-and-analytics, sales-tax-automation, spend-management-platforms, stablecoin-platforms, supplier-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- Perplexity Sonar: a direct first choice kept as first choice or alternative in 38 of 57 categories (67%); differing under the strict rule: account-reconciliation, accounting-software, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, b2b-bnpl-and-net-terms, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, business-bill-pay, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, cross-border-payments-and-fx, ecommerce-fraud-prevention, embedded-payments-platforms, esg-and-carbon-reporting, financial-reporting-and-dashboards, fixed-asset-accounting, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, rebate-management, saas-metrics-and-analytics, telecom-expense-management, transfer-pricing, treasury-management-systems
- Grok 4.1 Fast: a direct first choice kept as first choice or alternative in 38 of 57 categories (67%); differing under the strict rule: accounting-software, accounts-payable-automation, ai-accounting-assistants, b2b-bnpl-and-net-terms, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, rebate-management, revenue-recognition, saas-metrics-and-analytics, sales-tax-automation, spend-management-platforms, supplier-management, telecom-expense-management, treasury-management-systems, virtual-data-rooms
- Mistral Small: a direct first choice kept as first choice or alternative in 26 of 57 categories (46%); differing under the strict rule: account-reconciliation, accounting-software, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-banking, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, esg-and-carbon-reporting, expense-management, financial-close-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, rebate-management, revenue-recognition, saas-metrics-and-analytics, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems
- DeepSeek V4 Flash: a direct first choice kept as first choice or alternative in 34 of 57 categories (60%); differing under the strict rule: accounting-software, accounts-payable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-payment-acceptance, board-and-investor-reporting, business-banking, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, ecommerce-fraud-prevention, embedded-payments-platforms, erp-systems, esg-and-carbon-reporting, financial-close-management, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, internal-controls-and-sox, invoicing-software, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, saas-metrics-and-analytics, sales-tax-automation, supplier-management, treasury-management-systems
- Llama 4 Maverick: a direct first choice kept as first choice or alternative in 12 of 46 categories (26%); differing under the strict rule: account-reconciliation, accounting-software, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, business-bill-pay, cap-table-management, cash-flow-forecasting, chargeback-management, corporate-cards, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, entity-management, erp-systems, esg-and-carbon-reporting, financial-close-management, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, merchants-of-record, procure-to-pay, professional-services-automation, rebate-management, saas-metrics-and-analytics, sales-tax-automation, sec-and-disclosure-reporting, spend-management-platforms, stablecoin-platforms, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems
- Qwen 3.7 Flash: a direct first choice kept as first choice or alternative in 30 of 57 categories (53%); differing under the strict rule: accounting-software, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-banking, business-bill-pay, cap-table-management, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-close-management, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, professional-services-automation, rebate-management, revenue-recognition, saas-metrics-and-analytics, spend-management-platforms, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, virtual-data-rooms
- Kimi K2: a direct first choice kept as first choice or alternative in 42 of 57 categories (74%); differing under the strict rule: account-reconciliation, accounting-software, accounts-payable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-credit-management, board-and-investor-reporting, business-banking, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, corporate-cards, corporate-performance-management, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, erp-systems, esg-and-carbon-reporting, expense-management, financial-consolidation, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, rebate-management, revenue-recognition, saas-metrics-and-analytics, sales-tax-automation, spend-management-platforms, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- GLM 4.7 FlashX: a direct first choice kept as first choice or alternative in 32 of 57 categories (56%); differing under the strict rule: accounting-software, accounts-payable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-payment-acceptance, board-and-investor-reporting, business-banking, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, cross-border-payments-and-fx, embedded-payments-platforms, esg-and-carbon-reporting, financial-close-management, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, revenue-recognition, saas-metrics-and-analytics, sales-tax-automation, sec-and-disclosure-reporting, spend-management-platforms, stablecoin-platforms, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- MiniMax M2.5: a direct first choice kept as first choice or alternative in 26 of 57 categories (46%); differing under the strict rule: account-reconciliation, accounting-software, accounts-payable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, erp-systems, esg-and-carbon-reporting, expense-management, financial-close-management, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, professional-services-automation, rebate-management, revenue-recognition, saas-metrics-and-analytics, sales-tax-automation, sec-and-disclosure-reporting, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- GPT-6 Luna: a direct first choice kept as first choice or alternative in 38 of 57 categories (67%); differing under the strict rule: account-reconciliation, accounting-software, ai-accounting-assistants, aml-and-transaction-monitoring, board-and-investor-reporting, board-portals, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-reporting-and-dashboards, fixed-asset-accounting, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, rebate-management, saas-metrics-and-analytics, spend-management-platforms, stablecoin-platforms, supplier-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- Muse Glimmer 30B: a direct first choice kept as first choice or alternative in 33 of 57 categories (58%); differing under the strict rule: accounting-software, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, business-bill-pay, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, financial-reporting-and-dashboards, fixed-asset-accounting, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, rebate-management, spend-management-platforms, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms


# Segment: Small business

# Finance AI Recommendation Index, run edition-2026-10

342 prompts, 14 models, 23,986 raw judge labels, 24,095 scored labels after normalization. Published weights: first choice +3, alternative +2, mention +1, soft negative -2, hard negative -3.

Scored under vendor alias table version 2026-10.7. Raw judge labels are the permanent record; the numbers below are derived from them and are regenerated for every run whenever the alias table changes, so the whole series is always scored under one table version. Resolution of raw names: 20,601 by alias or canonical name, 1941 by category-scoped alias, 262 from combined answers split into their products, 96 from combined answers counted once for their first product, 10 excluded by rule, 1130 unresolved and counted under the raw name.

## Paraphrase stability

Share of categories where a model's first choice set on the direct prompt equals its set on the paraphrase.

| Model | Same | Different | Stability |
|---|---|---|---|
| Claude Haiku 4.5 | 5 | 51 | 9% |
| GPT-5.4 mini | 14 | 43 | 25% |
| Gemini 3.5 Flash | 16 | 41 | 28% |
| Perplexity Sonar | 11 | 46 | 19% |
| Grok 4.1 Fast | 20 | 37 | 35% |
| Mistral Small | 5 | 52 | 9% |
| DeepSeek V4 Flash | 18 | 39 | 32% |
| Llama 4 Maverick | 2 | 43 | 4% |
| Qwen 3.7 Flash | 7 | 50 | 12% |
| Kimi K2 | 7 | 50 | 12% |
| GLM 4.7 FlashX | 8 | 49 | 14% |
| MiniMax M2.5 | 5 | 51 | 9% |
| GPT-6 Luna | 20 | 37 | 35% |
| Muse Glimmer 30B | 7 | 50 | 12% |

A looser measure, whether a direct first choice survives as a first choice or alternative on the paraphrase, is in the appendix.

## Standing by category

First choice share across the direct, paraphrase, budget and scale prompts and all 14 models. The top product's share is published alongside the label: contested means the top share is at or below 40%, and a category just above the line is not meaningfully different from one just below it. Consensus means every model's direct-prompt first choice is the same single product.

| Category | Top product | Top share | First choices | Status |
|---|---|---|---|---|
| account-reconciliation | QuickBooks Online | 49% | 57 | clear leader |
| accounting-software | QuickBooks Online | 53% | 55 | clear leader |
| accounts-payable-automation | BILL Accounts Payable | 41% | 59 | clear leader |
| accounts-receivable-automation | BILL Accounts Receivable | 17% | 53 | contested |
| ai-accounting-assistants | QuickBooks Online | 42% | 48 | clear leader |
| aml-and-transaction-monitoring | ComplyAdvantage | 20% | 59 | contested |
| b2b-bnpl-and-net-terms | Resolve Pay | 33% | 48 | contested |
| b2b-credit-management | Chaser | 27% | 49 | contested |
| b2b-payment-acceptance | Helcim | 31% | 42 | contested |
| board-and-investor-reporting | BoardPro | 29% | 48 | contested |
| board-portals | BoardPro | 54% | 54 | clear leader |
| business-banking | Mercury | 35% | 57 | contested |
| business-bill-pay | Melio | 42% | 59 | clear leader |
| cap-table-management | Eqvista | 29% | 56 | contested |
| cash-application | BILL | 16% | 57 | contested |
| cash-flow-forecasting | Float | 35% | 55 | contested |
| chargeback-management | Chargeflow | 44% | 52 | clear leader |
| contractor-payments | Gusto | 42% | 59 | clear leader |
| corporate-cards | Ramp | 68% | 50 | clear leader |
| corporate-performance-management | Cube | 15% | 53 | contested |
| corporate-tax-provision | TaxAct Business | 28% | 53 | contested |
| corporate-travel-management | Navan | 37% | 51 | contested |
| cross-border-payments-and-fx | Wise Business | 68% | 47 | clear leader |
| crypto-accounting | Breezing | 47% | 55 | clear leader |
| ecommerce-fraud-prevention | NoFraud | 34% | 59 | contested |
| embedded-payments-platforms | Stripe Connect | 54% | 56 | clear leader |
| entity-management | EntityKeeper | 23% | 52 | contested |
| erp-systems | Odoo | 39% | 57 | contested |
| esg-and-carbon-reporting | Greenly | 48% | 52 | clear leader |
| expense-management | Zoho Expense | 37% | 57 | contested |
| financial-close-management | Numeric | 25% | 64 | contested |
| financial-consolidation | Joiin | 46% | 59 | clear leader |
| financial-modeling-and-scenario-planning | Google Sheets | 19% | 59 | contested |
| financial-reporting-and-dashboards | QuickBooks Online | 26% | 58 | contested |
| fixed-asset-accounting | AssetAccountant | 31% | 51 | contested |
| fpa-platforms | Fathom | 25% | 57 | contested |
| global-e-invoicing-compliance | Xero | 20% | 50 | contested |
| internal-controls-and-sox | Vanta | 14% | 71 | contested |
| invoicing-software | Zoho Invoice | 30% | 56 | contested |
| lease-accounting | EZLease | 20% | 55 | contested |
| merchants-of-record | Paddle | 29% | 51 | contested |
| payment-orchestration-platforms | BlueSnap | 19% | 48 | contested |
| procure-to-pay | Precoro | 28% | 64 | contested |
| professional-services-automation | BigTime | 38% | 55 | contested |
| rebate-management | e-bate | 26% | 46 | contested |
| revenue-recognition | Maxio | 26% | 58 | contested |
| saas-metrics-and-analytics | ChartMogul | 53% | 53 | clear leader |
| sales-tax-automation | TaxJar | 33% | 55 | contested |
| sec-and-disclosure-reporting | IRIS CARBON | 28% | 68 | contested |
| spend-management-platforms | Ramp | 58% | 55 | clear leader |
| stablecoin-platforms | Stripe Crypto | 30% | 53 | contested |
| strategic-sourcing | Tradogram | 31% | 55 | contested |
| supplier-management | Precoro | 27% | 51 | contested |
| telecom-expense-management | Genuity | 36% | 50 | contested |
| transfer-pricing | TPGenie | 30% | 50 | contested |
| treasury-management-systems | Agicap | 19% | 64 | contested |
| virtual-data-rooms | Peony Data Room | 29% | 59 | contested |

**account-reconciliation**: QuickBooks Online 49%, Xero 23%, Wave 9%, Numeric 5%, BILL 4%

**accounting-software**: QuickBooks Online 53%, Wave 20%, Xero 18%, Zoho Books 7%, KashFlow 2%

**accounts-payable-automation**: BILL Accounts Payable 41%, Ramp 27%, Melio 19%, QuickBooks 5%, Brex 2%

**accounts-receivable-automation**: BILL Accounts Receivable 17%, Chaser 15%, Zoho Books 15%, Paidnice 13%, Upflow 8%

**ai-accounting-assistants**: QuickBooks Online 42%, Xero 12%, Wave 8%, Zoho Books 6%, Bookeeping.ai 4%

**aml-and-transaction-monitoring**: ComplyAdvantage 20%, Flagright 15%, Sanction Scanner 15%, ComplyCube 14%, Ondato 7%

**b2b-bnpl-and-net-terms**: Resolve Pay 33%, Balance 12%, Credit Key 10%, Billie 4%, Fundbox 4%

**b2b-credit-management**: Chaser 27%, Satago 18%, Paidnice 8%, Bectran 6%, Creditsafe 6%

**b2b-payment-acceptance**: Helcim 31%, Melio 21%, Bill360 14%, Stripe 12%, BILL Accounts Receivable 10%

**board-and-investor-reporting**: BoardPro 29%, Visible 25%, Boardable 10%, OnBoard 8%, Zeck 6%

**board-portals**: BoardPro 54%, Boardable 30%, AppDeck 7%, BoardEffect 2%, BoardSpace 2%

**business-banking**: Mercury 35%, Bluevine 16%, Novo 11%, Relay 9%, American Express Business Checking 4%

**business-bill-pay**: Melio 42%, BILL 25%, Ramp 22%, QuickBooks Bill Pay 3%, BILL AP/AR 2%

**cap-table-management**: Eqvista 29%, Carta 21%, Pulley 21%, Cake Equity 16%, EquityList 4%

**cash-application**: BILL 16%, QuickBooks Online 12%, Upflow 9%, Kolleno 7%, QuickBooks Payments 7%

**cash-flow-forecasting**: Float 35%, Cash Flow Frog 16%, Xero Cash Flow Forecasting 7%, Wave 5%, Agicap 4%

**chargeback-management**: Chargeflow 44%, Chargeblast 15%, ChargeMate 6%, Disputifier 6%, Gaviti 6%

**contractor-payments**: Gusto 42%, Square Payroll 10%, Deel 8%, QuickBooks Contractor Payments 8%, Melio 5%

**corporate-cards**: Ramp 68%, Brex 12%, BILL Spend & Expense 10%, Chase Ink Business Preferred 2%, Chase Ink Business Unlimited 2%

**corporate-performance-management**: Cube 15%, Vena 11%, Centage 6%, Datarails 6%, Jirav 6%

**corporate-tax-provision**: TaxAct Business 28%, Bloomberg Tax Provision 15%, TurboTax Business 13%, QuickBooks Online 6%, Avalara 4%

**corporate-travel-management**: Navan 37%, TravelPerk 27%, Booking.com for Business 20%, Ramp 8%, Engine 4%

**cross-border-payments-and-fx**: Wise Business 68%, OFX 15%, Airwallex 6%, Ebury 2%, Payoneer 2%

**crypto-accounting**: Breezing 47%, Koinly 11%, Bitwave 5%, CoinLedger 5%, Cryptoworth 5%

**ecommerce-fraud-prevention**: NoFraud 34%, Stripe Radar 20%, FraudLabs Pro 10%, Signifyd 7%, ClearSale 5%

**embedded-payments-platforms**: Stripe Connect 54%, Finix 14%, Helcim 7%, Rainforest 4%, Square 4%

**entity-management**: EntityKeeper 23%, Filejet 17%, ContractZen 10%, Diliforce 8%, MinuteBox 8%

**erp-systems**: Odoo 39%, Microsoft Dynamics 365 Business Central 16%, Sage Intacct 16%, ERPNext 12%, Oracle NetSuite 5%

**esg-and-carbon-reporting**: Greenly 48%, Sustain.Life 6%, Aclymate 4%, CarbonAnalytics 4%, Dcycle 4%

**expense-management**: Zoho Expense 37%, Ramp 25%, Expensify 19%, BILL Spend & Expense 14%, Brex 4%

**financial-close-management**: Numeric 25%, FloQast 19%, Double 6%, QuickBooks Online 6%, Datarails 5%

**financial-consolidation**: Joiin 46%, Centage Planning Maestro 8%, Cube 8%, Fathom 7%, Datarails 5%

**financial-modeling-and-scenario-planning**: Google Sheets 19%, Microsoft Excel 14%, Fathom 12%, Jirav 10%, Float 7%

**financial-reporting-and-dashboards**: QuickBooks Online 26%, Wave 17%, Xero 17%, Fathom 16%, Zoho Books 9%

**fixed-asset-accounting**: AssetAccountant 31%, Xero 16%, AssetTiger 14%, Fixed Asset Pro 12%, QuickBooks 12%

**fpa-platforms**: Fathom 25%, Clockwork 11%, Datarails 9%, Jirav 9%, Cube 7%

**global-e-invoicing-compliance**: Xero 20%, Zoho Invoice 14%, Avalara E-Invoicing 8%, Quaderno 8%, FreshBooks 4%

**internal-controls-and-sox**: Vanta 14%, Drata 11%, FloQast 8%, Hyperproof 8%, Complies.ai 7%

**invoicing-software**: Zoho Invoice 30%, QuickBooks 23%, Xero 18%, Wave 16%, FreshBooks 7%

**lease-accounting**: EZLease 20%, LeaseGuru 16%, iLeasePro 15%, Cradle 9%, FinQuery 7%

**merchants-of-record**: Paddle 29%, FastSpring 24%, Lemon Squeezy 12%, PayPro Global 12%, Dodo Payments 6%

**payment-orchestration-platforms**: BlueSnap 19%, Primer 15%, Stripe 15%, Spreedly 8%, Helcim 6%

**procure-to-pay**: Precoro 28%, Procurify 19%, Ramp 17%, Tradogram 11%, BILL 6%

**professional-services-automation**: BigTime 38%, Productive 15%, Ruddr 7%, Avaza 5%, Scoro 5%

**rebate-management**: e-bate 26%, Enable 20%, Voucherify 17%, incentX 13%, Channelscaler 4%

**revenue-recognition**: Maxio 26%, QuickBooks Online 14%, Stripe Revenue Recognition 10%, Xero 10%, Chargebee RevRec 7%

**saas-metrics-and-analytics**: ChartMogul 53%, ProfitWell Metrics 26%, Baremetrics 13%, Databox 2%, Looker Studio 2%

**sales-tax-automation**: TaxJar 33%, TaxCloud 31%, Avalara AvaTax 15%, Anrok 7%, Zoho Books 5%

**sec-and-disclosure-reporting**: Certent Disclosure Management 28%, IRIS CARBON 28%, DFIN ActiveDisclosure 13%, Workiva 9%, Certent 4%

**spend-management-platforms**: Ramp 58%, BILL Spend & Expense 31%, Rippling Finance 4%, Mercury 2%, Payhawk 2%

**stablecoin-platforms**: Stripe Crypto 30%, NOWPayments 15%, Request Finance 9%, Coinbase Commerce 8%, Circle 6%

**strategic-sourcing**: Tradogram 31%, Precoro 11%, oboloo 11%, Market Dojo 9%, Loopio 5%

**supplier-management**: Precoro 27%, Tradogram 24%, Ramp 10%, oboloo 8%, Spendwise 4%

**telecom-expense-management**: Genuity 36%, Lightyear 12%, vManager 8%, ExpenseLogic 6%, Motus MMS 4%

**transfer-pricing**: TPGenie 30%, Commenda 16%, Caribou 8%, Exactera Transfer Pricing 6%, PlaidCloud Operational Transfer Pricing 6%

**treasury-management-systems**: Agicap 19%, Rho Treasury 11%, Trovata 9%, Freightview 8%, Centime 5%

**virtual-data-rooms**: Peony Data Room 29%, SecureDocs 15%, Firmex 7%, iDeals 7%, Orangedox 5%

## Anti-recommendations

Products most often labeled soft or hard negative, with the number of models that did so at least once in the category, and the share of that product's labels in the category that were negative. A high negative share on a product with few labels is a warning; a low share on a product with many labels is salience, not sentiment.

- **account-reconciliation**: BlackLine (12 models, 13 hard; 23 of 27 labels negative), FloQast (9 models, 3 hard; 13 of 35 labels negative), Trintech (5 models, 5 hard; 7 of 8 labels negative), Oracle NetSuite (4 models, 4 hard; 4 of 7 labels negative)
- **accounting-software**: FreshBooks (9 models, 1 hard; 11 of 48 labels negative), QuickBooks Online (9 models; 10 of 65 labels negative), Wave (9 models; 10 of 35 labels negative), Oracle NetSuite (8 models, 5 hard; 9 of 12 labels negative)
- **accounts-payable-automation**: Tipalti (9 models, 5 hard; 14 of 21 labels negative), AvidXchange (8 models, 3 hard; 8 of 12 labels negative), BILL Accounts Payable (8 models, 3 hard; 13 of 71 labels negative), Coupa (6 models, 5 hard; 7 of 7 labels negative)
- **accounts-receivable-automation**: HighRadius (7 models, 4 hard; 14 of 15 labels negative), BILL Accounts Receivable (7 models; 7 of 51 labels negative), Billtrust (6 models, 3 hard; 9 of 15 labels negative), Quadient AR (4 models, 1 hard; 4 of 9 labels negative)
- **ai-accounting-assistants**: ChatGPT (5 models, 5 hard; 5 of 5 labels negative), Botkeeper (5 models, 4 hard; 5 of 6 labels negative), Vic.ai (4 models, 2 hard; 5 of 13 labels negative), QuickBooks Online (4 models; 5 of 55 labels negative)
- **aml-and-transaction-monitoring**: NICE Actimize (10 models, 13 hard; 19 of 21 labels negative), SAS (9 models, 6 hard; 10 of 10 labels negative), Oracle Financial Crime and Compliance Management (7 models, 5 hard; 7 of 8 labels negative), LexisNexis Risk Solutions (5 models, 3 hard; 5 of 6 labels negative)
- **b2b-bnpl-and-net-terms**: Hokodo (7 models, 8 hard; 9 of 22 labels negative), Fundbox (5 models, 5 hard; 10 of 17 labels negative), TreviPay (5 models, 2 hard; 8 of 22 labels negative), Sprinque (4 models, 4 hard; 4 of 4 labels negative)
- **b2b-credit-management**: HighRadius Credit Cloud (9 models, 6 hard; 15 of 23 labels negative), Chaser (5 models; 5 of 44 labels negative), Sidetrade (4 models, 4 hard; 5 of 8 labels negative), Esker (4 models, 3 hard; 5 of 12 labels negative)
- **b2b-payment-acceptance**: PayPal (11 models, 4 hard; 15 of 33 labels negative), BILL Accounts Receivable (8 models; 8 of 50 labels negative), Square (7 models; 9 of 20 labels negative), Stripe (6 models, 1 hard; 7 of 54 labels negative)
- **board-and-investor-reporting**: Nasdaq Boardvantage (11 models, 8 hard; 21 of 25 labels negative), Diligent Boards (10 models, 10 hard; 27 of 36 labels negative), OnBoard (7 models, 1 hard; 9 of 38 labels negative), BoardEffect (6 models, 4 hard; 7 of 12 labels negative)
- **board-portals**: Diligent Boards (14 models, 15 hard; 36 of 43 labels negative), OnBoard (10 models, 1 hard; 16 of 52 labels negative), Nasdaq Boardvantage (9 models, 8 hard; 13 of 19 labels negative), BoardEffect (7 models; 9 of 21 labels negative)
- **business-banking**: Wells Fargo (9 models, 5 hard; 10 of 15 labels negative), Bank of America (8 models, 4 hard; 9 of 24 labels negative), Chase Business Banking (7 models, 4 hard; 8 of 38 labels negative), Bluevine (6 models, 2 hard; 6 of 48 labels negative)
- **business-bill-pay**: BILL (13 models, 12 hard; 21 of 68 labels negative), Melio (6 models, 3 hard; 6 of 63 labels negative), Tipalti (5 models, 1 hard; 6 of 21 labels negative), AvidXchange (4 models, 2 hard; 4 of 5 labels negative)
- **cap-table-management**: Carta (14 models, 8 hard; 27 of 77 labels negative), Pulley (12 models, 20 hard; 27 of 70 labels negative), Shareworks (7 models, 6 hard; 8 of 12 labels negative), AngelList Stack (6 models, 7 hard; 8 of 17 labels negative)
- **cash-application**: HighRadius (13 models, 16 hard; 33 of 41 labels negative), BlackLine Cash Application (13 models, 12 hard; 20 of 24 labels negative), Billtrust (10 models, 14 hard; 22 of 32 labels negative), Esker (9 models, 8 hard; 16 of 19 labels negative)
- **cash-flow-forecasting**: Microsoft Excel (7 models, 2 hard; 7 of 8 labels negative), Workday Adaptive Planning (6 models, 7 hard; 9 of 12 labels negative), Anaplan (6 models, 6 hard; 10 of 11 labels negative), Float (5 models, 2 hard; 8 of 65 labels negative)
- **chargeback-management**: Chargebacks911 (10 models, 2 hard; 13 of 27 labels negative), Signifyd (8 models, 3 hard; 11 of 18 labels negative), Kount (5 models, 2 hard; 5 of 8 labels negative), Justt (5 models; 6 of 18 labels negative)
- **contractor-payments**: PayPal MassPay (9 models, 2 hard; 11 of 12 labels negative), Venmo (6 models, 5 hard; 6 of 6 labels negative), Cash App (4 models, 4 hard; 4 of 4 labels negative), BILL (4 models, 3 hard; 5 of 19 labels negative)
- **corporate-cards**: Brex (9 models, 2 hard; 14 of 59 labels negative), American Express Corporate Card (7 models, 1 hard; 9 of 20 labels negative), Ramp (6 models; 6 of 68 labels negative), Capital One (5 models, 2 hard; 5 of 5 labels negative)
- **corporate-performance-management**: Oracle Fusion Cloud EPM (14 models, 18 hard; 30 of 36 labels negative), Anaplan (14 models, 13 hard; 33 of 40 labels negative), OneStream (12 models, 8 hard; 18 of 22 labels negative), Workday Adaptive Planning (9 models, 6 hard; 15 of 35 labels negative)
- **corporate-tax-provision**: Thomson Reuters ONESOURCE Tax Provision (13 models, 15 hard; 32 of 48 labels negative), Bloomberg Tax Provision (11 models, 9 hard; 17 of 46 labels negative), CSC Corptax (10 models, 9 hard; 15 of 20 labels negative), Longview Tax (9 models, 8 hard; 10 of 19 labels negative)
- **corporate-travel-management**: SAP Concur (12 models, 12 hard; 24 of 32 labels negative), Navan (9 models; 10 of 65 labels negative), Amex GBT Egencia (8 models, 6 hard; 10 of 19 labels negative), BCD Travel (8 models, 6 hard; 8 of 9 labels negative)
- **cross-border-payments-and-fx**: PayPal (11 models, 6 hard; 20 of 25 labels negative), Payoneer (5 models, 3 hard; 10 of 47 labels negative), Stripe (5 models, 2 hard; 6 of 29 labels negative), Airwallex (3 models, 1 hard; 3 of 64 labels negative)
- **crypto-accounting**: Cryptio (12 models, 4 hard; 24 of 45 labels negative), Bitwave (9 models, 3 hard; 18 of 45 labels negative), Koinly (9 models, 1 hard; 12 of 41 labels negative), TRES Finance (6 models, 2 hard; 10 of 24 labels negative)
- **ecommerce-fraud-prevention**: Riskified (12 models, 4 hard; 19 of 28 labels negative), Signifyd (11 models, 3 hard; 17 of 50 labels negative), Sift (9 models, 4 hard; 17 of 42 labels negative), Forter (9 models, 3 hard; 15 of 20 labels negative)
- **embedded-payments-platforms**: Stripe Connect (11 models, 4 hard; 14 of 69 labels negative), Adyen for Platforms (9 models, 3 hard; 15 of 29 labels negative), Square (5 models, 2 hard; 6 of 17 labels negative), PayPal (4 models, 2 hard; 5 of 9 labels negative)
- **entity-management**: Diligent Entities (14 models, 10 hard; 31 of 43 labels negative), CSC Entity Management (9 models, 9 hard; 14 of 20 labels negative), Athennian (8 models, 5 hard; 15 of 37 labels negative), Computershare GEMS (4 models, 5 hard; 7 of 7 labels negative)
- **erp-systems**: Oracle Fusion Cloud ERP (9 models, 7 hard; 9 of 11 labels negative), SAP S/4HANA (8 models, 10 hard; 12 of 13 labels negative), Oracle NetSuite (7 models, 3 hard; 18 of 57 labels negative), SAP Business One (6 models, 2 hard; 8 of 46 labels negative)
- **esg-and-carbon-reporting**: Workiva (12 models, 13 hard; 25 of 35 labels negative), IBM Envizi (10 models, 6 hard; 11 of 14 labels negative), Watershed (9 models, 6 hard; 15 of 19 labels negative), Diligent ESG (7 models, 3 hard; 8 of 14 labels negative)
- **expense-management**: SAP Concur (13 models, 11 hard; 19 of 21 labels negative), Expensify (9 models; 10 of 65 labels negative), Emburse (6 models, 3 hard; 6 of 13 labels negative), Brex (5 models, 1 hard; 5 of 31 labels negative)
- **financial-close-management**: BlackLine (13 models, 23 hard; 40 of 46 labels negative), OneStream (10 models, 15 hard; 16 of 18 labels negative), Workiva (10 models, 11 hard; 15 of 16 labels negative), Trintech (9 models, 10 hard; 12 of 14 labels negative)
- **financial-consolidation**: OneStream (9 models, 11 hard; 16 of 20 labels negative), Oracle NetSuite (7 models, 4 hard; 10 of 14 labels negative), Oracle Hyperion (6 models, 9 hard; 9 of 10 labels negative), QuickBooks Online (5 models, 4 hard; 7 of 16 labels negative)
- **financial-modeling-and-scenario-planning**: Anaplan (8 models, 7 hard; 13 of 14 labels negative), Jirav (5 models; 5 of 26 labels negative), Workday Adaptive Planning (4 models, 5 hard; 6 of 8 labels negative), Microsoft Excel (4 models, 1 hard; 4 of 22 labels negative)
- **financial-reporting-and-dashboards**: Tableau (10 models, 4 hard; 13 of 17 labels negative), QuickBooks Online (8 models, 1 hard; 12 of 55 labels negative), Microsoft Power BI (6 models, 1 hard; 8 of 27 labels negative), Looker (4 models, 3 hard; 4 of 6 labels negative)
- **fixed-asset-accounting**: Sage Fixed Assets (7 models, 3 hard; 11 of 34 labels negative), QuickBooks (7 models; 10 of 33 labels negative), Excel (6 models, 3 hard; 6 of 7 labels negative), Google Sheets (6 models, 3 hard; 6 of 6 labels negative)
- **fpa-platforms**: Anaplan (14 models, 19 hard; 34 of 37 labels negative), Workday Adaptive Planning (14 models, 13 hard; 26 of 34 labels negative), Vena (11 models, 4 hard; 13 of 33 labels negative), Planful (8 models, 5 hard; 12 of 26 labels negative)
- **global-e-invoicing-compliance**: Wave (7 models, 1 hard; 11 of 28 labels negative), FreshBooks (6 models, 1 hard; 7 of 31 labels negative), Sovos Compliance Network (4 models; 5 of 15 labels negative), Square Invoices (4 models; 5 of 18 labels negative)
- **internal-controls-and-sox**: Workiva (9 models, 10 hard; 22 of 35 labels negative), AuditBoard (8 models, 6 hard; 14 of 25 labels negative), MetricStream (6 models, 3 hard; 7 of 10 labels negative), Diligent One Platform (6 models, 2 hard; 6 of 13 labels negative)
- **invoicing-software**: QuickBooks (10 models; 14 of 63 labels negative), Square Invoices (9 models, 1 hard; 9 of 37 labels negative), Wave (8 models, 1 hard; 9 of 45 labels negative), FreshBooks (6 models; 6 of 53 labels negative)
- **lease-accounting**: Visual Lease (9 models, 4 hard; 13 of 26 labels negative), Microsoft Excel (7 models, 5 hard; 8 of 8 labels negative), FinQuery (6 models, 1 hard; 6 of 38 labels negative), Xero (5 models; 6 of 13 labels negative)
- **merchants-of-record**: Lemon Squeezy (9 models, 2 hard; 12 of 46 labels negative), Paddle (9 models, 2 hard; 10 of 63 labels negative), Gumroad (8 models, 4 hard; 15 of 20 labels negative), FastSpring (7 models, 3 hard; 8 of 52 labels negative)
- **payment-orchestration-platforms**: Spreedly (8 models, 1 hard; 14 of 44 labels negative), IXOPAY (7 models, 1 hard; 10 of 18 labels negative), Primer (6 models; 8 of 44 labels negative), Adyen (5 models, 1 hard; 6 of 16 labels negative)
- **procure-to-pay**: SAP Ariba (13 models, 17 hard; 26 of 29 labels negative), Coupa (12 models, 17 hard; 24 of 32 labels negative), Oracle Fusion Cloud Procurement (7 models, 6 hard; 7 of 7 labels negative), GEP SMART (6 models, 6 hard; 6 of 7 labels negative)
- **professional-services-automation**: Kantata (10 models, 6 hard; 24 of 37 labels negative), Certinia Professional Services Cloud (9 models, 6 hard; 14 of 14 labels negative), ConnectWise PSA (4 models, 3 hard; 4 of 5 labels negative), Autotask PSA (3 models, 2 hard; 3 of 3 labels negative)
- **rebate-management**: Enable (13 models, 3 hard; 24 of 56 labels negative), Vistex (11 models, 10 hard; 29 of 36 labels negative), Vendavo (11 models, 6 hard; 22 of 29 labels negative), Pricefx (9 models, 3 hard; 10 of 16 labels negative)
- **revenue-recognition**: QuickBooks Online (12 models; 14 of 42 labels negative), Oracle NetSuite (9 models, 5 hard; 11 of 15 labels negative), Zuora Revenue (8 models, 4 hard; 13 of 18 labels negative), Xero (7 models; 7 of 24 labels negative)
- **saas-metrics-and-analytics**: Amplitude (12 models, 2 hard; 14 of 27 labels negative), Tableau (9 models, 7 hard; 11 of 11 labels negative), Baremetrics (9 models, 2 hard; 11 of 66 labels negative), Heap (8 models, 2 hard; 8 of 12 labels negative)
- **sales-tax-automation**: Avalara AvaTax (13 models, 5 hard; 33 of 57 labels negative), Vertex (12 models, 7 hard; 22 of 32 labels negative), TaxJar (7 models, 3 hard; 8 of 68 labels negative), Sovos (4 models, 3 hard; 5 of 8 labels negative)
- **sec-and-disclosure-reporting**: Workiva (13 models, 16 hard; 46 of 72 labels negative), DFIN ActiveDisclosure (7 models, 4 hard; 12 of 54 labels negative), Toppan Merrill Bridge (5 models, 4 hard; 7 of 23 labels negative), Arelle (4 models, 1 hard; 4 of 10 labels negative)
- **spend-management-platforms**: SAP Concur (9 models, 5 hard; 11 of 13 labels negative), BILL Spend & Expense (9 models, 1 hard; 9 of 61 labels negative), Expensify (9 models; 11 of 34 labels negative), Ramp (9 models; 9 of 68 labels negative)
- **stablecoin-platforms**: TerraUSD (9 models, 9 hard; 9 of 9 labels negative), Tether (7 models, 1 hard; 7 of 8 labels negative), Fireblocks (5 models; 6 of 12 labels negative), USDe (4 models, 3 hard; 4 of 4 labels negative)
- **strategic-sourcing**: SAP Ariba (11 models, 15 hard; 22 of 25 labels negative), Coupa (8 models, 14 hard; 19 of 23 labels negative), Jaggaer (6 models, 10 hard; 10 of 13 labels negative), LinkedIn Recruiter (5 models, 2 hard; 5 of 12 labels negative)
- **supplier-management**: Coupa (14 models, 18 hard; 36 of 42 labels negative), SAP Ariba (11 models, 18 hard; 28 of 32 labels negative), Ivalua (10 models, 6 hard; 11 of 13 labels negative), Jaggaer (9 models, 8 hard; 11 of 13 labels negative)
- **telecom-expense-management**: Tangoe One Telecom (13 models, 8 hard; 31 of 37 labels negative), Calero (11 models, 7 hard; 28 of 36 labels negative), Sakon (9 models, 3 hard; 16 of 20 labels negative), Calero-MDSL (3 models, 1 hard; 4 of 4 labels negative)
- **transfer-pricing**: Exactera Transfer Pricing (11 models, 4 hard; 17 of 29 labels negative), Thomson Reuters ONESOURCE (6 models, 3 hard; 12 of 15 labels negative), Aibidia (6 models, 1 hard; 11 of 30 labels negative), Sovos Transfer Pricing (4 models, 1 hard; 4 of 18 labels negative)
- **treasury-management-systems**: Kyriba (14 models, 16 hard; 48 of 52 labels negative), SAP Treasury and Risk Management (12 models, 11 hard; 23 of 23 labels negative), GTreasury (10 models, 9 hard; 24 of 29 labels negative), ION Treasury (8 models, 5 hard; 11 of 11 labels negative)
- **virtual-data-rooms**: Intralinks (11 models, 16 hard; 31 of 36 labels negative), Datasite Diligence (10 models, 15 hard; 27 of 36 labels negative), iDeals (7 models, 3 hard; 12 of 28 labels negative), Google Drive (6 models, 7 hard; 8 of 10 labels negative)

## Leadership and criticism

First-choice share and negative label rate are independent, so every product with at least 10 labels in a category is placed on both axes. Cutoffs: leader at 30% or more of first choices, criticized at 25% or more negative labels. An endorsed leader is recommended and not criticized; a criticized default is recommended while the models list its problems; a criticized challenger is named mostly to be warned against.

| Category | Product | First-choice share | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|
| account-reconciliation | QuickBooks Online | 49% | 6% | 71 | endorsed leader |
| account-reconciliation | Xero | 23% | 5% | 63 | accepted challenger |
| account-reconciliation | Wave | 9% | 0% | 12 | accepted challenger |
| account-reconciliation | Numeric | 5% | 5% | 20 | accepted challenger |
| account-reconciliation | Zoho Books | 4% | 5% | 21 | accepted challenger |
| account-reconciliation | FloQast | 4% | 37% | 35 | criticized challenger |
| account-reconciliation | NCH Express Accounts | 2% | 21% | 14 | accepted challenger |
| account-reconciliation | Sage Intacct | 0% | 25% | 12 | criticized challenger |
| account-reconciliation | ReconArt | 0% | 30% | 10 | criticized challenger |
| account-reconciliation | BlackLine | 0% | 85% | 27 | criticized challenger |
| accounting-software | QuickBooks Online | 53% | 15% | 65 | endorsed leader |
| accounting-software | Wave | 20% | 29% | 35 | criticized challenger |
| accounting-software | Xero | 18% | 12% | 67 | accepted challenger |
| accounting-software | Zoho Books | 7% | 7% | 54 | accepted challenger |
| accounting-software | FreshBooks | 0% | 23% | 48 | accepted challenger |
| accounting-software | Sage Intacct | 0% | 36% | 14 | criticized challenger |
| accounting-software | QuickBooks | 0% | 50% | 12 | criticized challenger |
| accounting-software | Oracle NetSuite | 0% | 75% | 12 | criticized challenger |
| accounts-payable-automation | BILL Accounts Payable | 41% | 18% | 71 | endorsed leader |
| accounts-payable-automation | Ramp | 27% | 9% | 58 | accepted challenger |
| accounts-payable-automation | Melio | 19% | 7% | 42 | accepted challenger |
| accounts-payable-automation | QuickBooks | 5% | 9% | 32 | accepted challenger |
| accounts-payable-automation | Xero | 2% | 6% | 16 | accepted challenger |
| accounts-payable-automation | Zoho Books | 0% | 0% | 12 | accepted challenger |
| accounts-payable-automation | Stampli | 0% | 11% | 19 | accepted challenger |
| accounts-payable-automation | Tipalti | 0% | 67% | 21 | criticized challenger |
| accounts-payable-automation | AvidXchange | 0% | 67% | 12 | criticized challenger |
| accounts-receivable-automation | BILL Accounts Receivable | 17% | 14% | 51 | accepted challenger |
| accounts-receivable-automation | Zoho Books | 15% | 6% | 16 | accepted challenger |
| accounts-receivable-automation | Chaser | 15% | 9% | 33 | accepted challenger |
| accounts-receivable-automation | Paidnice | 13% | 9% | 11 | accepted challenger |
| accounts-receivable-automation | Upflow | 8% | 0% | 28 | accepted challenger |
| accounts-receivable-automation | Wave | 6% | 8% | 12 | accepted challenger |
| accounts-receivable-automation | Plooto | 4% | 0% | 12 | accepted challenger |
| accounts-receivable-automation | QuickBooks Online | 4% | 25% | 20 | criticized challenger |
| accounts-receivable-automation | Invoiced | 2% | 11% | 19 | accepted challenger |
| accounts-receivable-automation | FreshBooks | 0% | 11% | 19 | accepted challenger |
| accounts-receivable-automation | Versapay | 0% | 50% | 10 | criticized challenger |
| accounts-receivable-automation | Billtrust | 0% | 60% | 15 | criticized challenger |
| accounts-receivable-automation | HighRadius | 0% | 93% | 15 | criticized challenger |
| ai-accounting-assistants | QuickBooks Online | 42% | 9% | 55 | endorsed leader |
| ai-accounting-assistants | Xero | 12% | 2% | 49 | accepted challenger |
| ai-accounting-assistants | Wave | 8% | 7% | 14 | accepted challenger |
| ai-accounting-assistants | Zoho Books | 6% | 0% | 26 | accepted challenger |
| ai-accounting-assistants | Pilot | 4% | 0% | 11 | accepted challenger |
| ai-accounting-assistants | Puzzle | 4% | 10% | 10 | accepted challenger |
| ai-accounting-assistants | BILL | 2% | 6% | 17 | accepted challenger |
| ai-accounting-assistants | Digits | 2% | 12% | 17 | accepted challenger |
| ai-accounting-assistants | Zeni | 2% | 23% | 13 | accepted challenger |
| ai-accounting-assistants | Ramp Accounting Agent | 0% | 7% | 15 | accepted challenger |
| ai-accounting-assistants | Docyt | 0% | 9% | 11 | accepted challenger |
| ai-accounting-assistants | FreshBooks | 0% | 10% | 21 | accepted challenger |
| ai-accounting-assistants | Booke AI | 0% | 19% | 16 | accepted challenger |
| ai-accounting-assistants | Vic.ai | 0% | 38% | 13 | criticized challenger |
| aml-and-transaction-monitoring | ComplyAdvantage | 20% | 15% | 48 | accepted challenger |
| aml-and-transaction-monitoring | Sanction Scanner | 15% | 0% | 27 | accepted challenger |
| aml-and-transaction-monitoring | Flagright | 15% | 0% | 32 | accepted challenger |
| aml-and-transaction-monitoring | ComplyCube | 14% | 0% | 20 | accepted challenger |
| aml-and-transaction-monitoring | Ondato | 7% | 5% | 21 | accepted challenger |
| aml-and-transaction-monitoring | iDenfy | 5% | 8% | 13 | accepted challenger |
| aml-and-transaction-monitoring | Unit21 | 5% | 11% | 27 | accepted challenger |
| aml-and-transaction-monitoring | Sumsub | 3% | 11% | 19 | accepted challenger |
| aml-and-transaction-monitoring | AML Watcher | 2% | 0% | 11 | accepted challenger |
| aml-and-transaction-monitoring | Alessa | 2% | 21% | 14 | accepted challenger |
| aml-and-transaction-monitoring | Hummingbird | 0% | 0% | 13 | accepted challenger |
| aml-and-transaction-monitoring | Sardine | 0% | 7% | 14 | accepted challenger |
| aml-and-transaction-monitoring | NICE Actimize | 0% | 90% | 21 | criticized challenger |
| aml-and-transaction-monitoring | SAS | 0% | 100% | 10 | criticized challenger |
| b2b-bnpl-and-net-terms | Resolve Pay | 33% | 4% | 49 | endorsed leader |
| b2b-bnpl-and-net-terms | Balance | 12% | 3% | 29 | accepted challenger |
| b2b-bnpl-and-net-terms | Credit Key | 10% | 4% | 24 | accepted challenger |
| b2b-bnpl-and-net-terms | Slope | 4% | 12% | 16 | accepted challenger |
| b2b-bnpl-and-net-terms | Billie | 4% | 17% | 18 | accepted challenger |
| b2b-bnpl-and-net-terms | Fundbox | 4% | 59% | 17 | criticized challenger |
| b2b-bnpl-and-net-terms | Affirm | 2% | 27% | 11 | criticized challenger |
| b2b-bnpl-and-net-terms | Mondu | 0% | 16% | 19 | accepted challenger |
| b2b-bnpl-and-net-terms | TreviPay | 0% | 36% | 22 | criticized challenger |
| b2b-bnpl-and-net-terms | Hokodo | 0% | 41% | 22 | criticized challenger |
| b2b-credit-management | Chaser | 27% | 11% | 44 | accepted challenger |
| b2b-credit-management | Satago | 18% | 0% | 20 | accepted challenger |
| b2b-credit-management | Paidnice | 8% | 0% | 18 | accepted challenger |
| b2b-credit-management | Upflow | 6% | 6% | 16 | accepted challenger |
| b2b-credit-management | Bectran | 6% | 9% | 11 | accepted challenger |
| b2b-credit-management | Creditsafe | 6% | 10% | 21 | accepted challenger |
| b2b-credit-management | Credit Pulse | 4% | 0% | 10 | accepted challenger |
| b2b-credit-management | Experian Business Credit Reports | 4% | 7% | 14 | accepted challenger |
| b2b-credit-management | Esker | 0% | 42% | 12 | criticized challenger |
| b2b-credit-management | Kolleno | 0% | 42% | 12 | criticized challenger |
| b2b-credit-management | HighRadius Credit Cloud | 0% | 65% | 23 | criticized challenger |
| b2b-payment-acceptance | Helcim | 31% | 0% | 28 | endorsed leader |
| b2b-payment-acceptance | Melio | 21% | 11% | 35 | accepted challenger |
| b2b-payment-acceptance | Stripe | 12% | 13% | 54 | accepted challenger |
| b2b-payment-acceptance | BILL Accounts Receivable | 10% | 16% | 50 | accepted challenger |
| b2b-payment-acceptance | Nickel | 2% | 0% | 12 | accepted challenger |
| b2b-payment-acceptance | QuickBooks Payments | 2% | 19% | 27 | accepted challenger |
| b2b-payment-acceptance | Wise Business | 0% | 0% | 14 | accepted challenger |
| b2b-payment-acceptance | Square | 0% | 45% | 20 | criticized challenger |
| b2b-payment-acceptance | PayPal | 0% | 45% | 33 | criticized challenger |
| board-and-investor-reporting | BoardPro | 29% | 2% | 44 | accepted challenger |
| board-and-investor-reporting | Visible | 25% | 0% | 14 | accepted challenger |
| board-and-investor-reporting | Boardable | 10% | 7% | 42 | accepted challenger |
| board-and-investor-reporting | OnBoard | 8% | 24% | 38 | accepted challenger |
| board-and-investor-reporting | AppDeck Board Portal | 4% | 0% | 11 | accepted challenger |
| board-and-investor-reporting | BoardEffect | 0% | 58% | 12 | criticized challenger |
| board-and-investor-reporting | Diligent Boards | 0% | 75% | 36 | criticized challenger |
| board-and-investor-reporting | Nasdaq Boardvantage | 0% | 84% | 25 | criticized challenger |
| board-portals | BoardPro | 54% | 6% | 62 | endorsed leader |
| board-portals | Boardable | 30% | 5% | 65 | accepted challenger |
| board-portals | AppDeck | 7% | 0% | 20 | accepted challenger |
| board-portals | BoardSpace | 2% | 0% | 11 | accepted challenger |
| board-portals | OnBoard | 2% | 31% | 52 | criticized challenger |
| board-portals | BoardEffect | 2% | 43% | 21 | criticized challenger |
| board-portals | Nasdaq Boardvantage | 0% | 68% | 19 | criticized challenger |
| board-portals | Diligent Boards | 0% | 84% | 43 | criticized challenger |
| business-banking | Mercury | 35% | 11% | 53 | endorsed leader |
| business-banking | Bluevine | 16% | 12% | 48 | accepted challenger |
| business-banking | Novo | 11% | 17% | 35 | accepted challenger |
| business-banking | Relay | 9% | 10% | 39 | accepted challenger |
| business-banking | Brex | 4% | 5% | 20 | accepted challenger |
| business-banking | American Express Business Checking | 4% | 8% | 13 | accepted challenger |
| business-banking | Chase Business Banking | 4% | 21% | 38 | accepted challenger |
| business-banking | Rho | 2% | 0% | 12 | accepted challenger |
| business-banking | U.S. Bank | 2% | 9% | 11 | accepted challenger |
| business-banking | Wise Business | 0% | 8% | 12 | accepted challenger |
| business-banking | Bank of America | 0% | 38% | 24 | criticized challenger |
| business-banking | Wells Fargo | 0% | 67% | 15 | criticized challenger |
| business-bill-pay | Melio | 42% | 10% | 63 | endorsed leader |
| business-bill-pay | BILL | 25% | 31% | 68 | criticized challenger |
| business-bill-pay | Ramp | 22% | 2% | 58 | accepted challenger |
| business-bill-pay | QuickBooks Bill Pay | 3% | 11% | 19 | accepted challenger |
| business-bill-pay | Tipalti | 0% | 29% | 21 | criticized challenger |
| cap-table-management | Eqvista | 29% | 0% | 55 | accepted challenger |
| cap-table-management | Carta | 21% | 35% | 77 | criticized challenger |
| cap-table-management | Pulley | 21% | 39% | 70 | criticized challenger |
| cap-table-management | Cake Equity | 16% | 0% | 42 | accepted challenger |
| cap-table-management | Qapita | 4% | 7% | 15 | accepted challenger |
| cap-table-management | Capboard | 2% | 0% | 21 | accepted challenger |
| cap-table-management | Fidelity Private Shares | 0% | 0% | 11 | accepted challenger |
| cap-table-management | Ledgy | 0% | 10% | 30 | accepted challenger |
| cap-table-management | AngelList Stack | 0% | 47% | 17 | criticized challenger |
| cap-table-management | Shareworks | 0% | 67% | 12 | criticized challenger |
| cash-application | BILL | 16% | 9% | 23 | accepted challenger |
| cash-application | QuickBooks Online | 12% | 0% | 16 | accepted challenger |
| cash-application | Upflow | 9% | 5% | 20 | accepted challenger |
| cash-application | QuickBooks Payments | 7% | 10% | 10 | accepted challenger |
| cash-application | Kolleno | 7% | 12% | 25 | accepted challenger |
| cash-application | Chaser | 5% | 0% | 27 | accepted challenger |
| cash-application | Cashbook | 5% | 0% | 10 | accepted challenger |
| cash-application | Gaviti | 4% | 10% | 20 | accepted challenger |
| cash-application | RemitClear | 2% | 0% | 10 | accepted challenger |
| cash-application | Xero | 2% | 0% | 10 | accepted challenger |
| cash-application | Quadient Accounts Receivable | 0% | 9% | 11 | accepted challenger |
| cash-application | Versapay | 0% | 22% | 27 | accepted challenger |
| cash-application | Billtrust | 0% | 69% | 32 | criticized challenger |
| cash-application | HighRadius | 0% | 80% | 41 | criticized challenger |
| cash-application | BlackLine Cash Application | 0% | 83% | 24 | criticized challenger |
| cash-application | Esker | 0% | 84% | 19 | criticized challenger |
| cash-flow-forecasting | Float | 35% | 12% | 65 | endorsed leader |
| cash-flow-forecasting | Cash Flow Frog | 16% | 0% | 32 | accepted challenger |
| cash-flow-forecasting | Xero Cash Flow Forecasting | 7% | 25% | 16 | criticized challenger |
| cash-flow-forecasting | Chaser | 4% | 0% | 10 | accepted challenger |
| cash-flow-forecasting | Pulse | 4% | 4% | 23 | accepted challenger |
| cash-flow-forecasting | Agicap | 4% | 31% | 13 | criticized challenger |
| cash-flow-forecasting | Dryrun | 0% | 0% | 10 | accepted challenger |
| cash-flow-forecasting | Fathom | 0% | 10% | 31 | accepted challenger |
| cash-flow-forecasting | Futrli | 0% | 10% | 10 | accepted challenger |
| cash-flow-forecasting | QuickBooks Cash Flow Planner | 0% | 22% | 18 | accepted challenger |
| cash-flow-forecasting | Workday Adaptive Planning | 0% | 75% | 12 | criticized challenger |
| cash-flow-forecasting | Anaplan | 0% | 91% | 11 | criticized challenger |
| chargeback-management | Chargeflow | 44% | 7% | 54 | endorsed leader |
| chargeback-management | Chargeblast | 15% | 7% | 27 | accepted challenger |
| chargeback-management | Disputifier | 6% | 0% | 16 | accepted challenger |
| chargeback-management | Stripe Disputes | 4% | 0% | 11 | accepted challenger |
| chargeback-management | Justt | 2% | 33% | 18 | criticized challenger |
| chargeback-management | Midigator | 2% | 43% | 14 | criticized challenger |
| chargeback-management | Verifi | 0% | 25% | 12 | criticized challenger |
| chargeback-management | Chargebacks911 | 0% | 48% | 27 | criticized challenger |
| chargeback-management | Signifyd | 0% | 61% | 18 | criticized challenger |
| contractor-payments | Gusto | 42% | 3% | 65 | endorsed leader |
| contractor-payments | Square Payroll | 10% | 6% | 17 | accepted challenger |
| contractor-payments | QuickBooks Contractor Payments | 8% | 0% | 26 | accepted challenger |
| contractor-payments | Deel | 8% | 4% | 46 | accepted challenger |
| contractor-payments | Wise Business | 5% | 4% | 26 | accepted challenger |
| contractor-payments | Melio | 5% | 25% | 12 | criticized challenger |
| contractor-payments | BILL | 2% | 26% | 19 | criticized challenger |
| contractor-payments | Rippling | 2% | 26% | 19 | criticized challenger |
| contractor-payments | Payoneer Workforce Management | 2% | 33% | 12 | criticized challenger |
| contractor-payments | Wingspan | 0% | 0% | 13 | accepted challenger |
| contractor-payments | Remote | 0% | 16% | 25 | accepted challenger |
| contractor-payments | Tipalti | 0% | 27% | 11 | criticized challenger |
| contractor-payments | PayPal MassPay | 0% | 92% | 12 | criticized challenger |
| corporate-cards | Ramp | 68% | 9% | 68 | endorsed leader |
| corporate-cards | Brex | 12% | 24% | 59 | accepted challenger |
| corporate-cards | BILL Spend & Expense | 10% | 2% | 44 | accepted challenger |
| corporate-cards | Rho | 2% | 0% | 10 | accepted challenger |
| corporate-cards | Airwallex | 0% | 0% | 10 | accepted challenger |
| corporate-cards | Mercury | 0% | 8% | 12 | accepted challenger |
| corporate-cards | American Express Corporate Card | 0% | 45% | 20 | criticized challenger |
| corporate-performance-management | Cube | 15% | 3% | 30 | accepted challenger |
| corporate-performance-management | Vena | 11% | 11% | 27 | accepted challenger |
| corporate-performance-management | Jirav | 6% | 0% | 13 | accepted challenger |
| corporate-performance-management | Datarails | 6% | 11% | 18 | accepted challenger |
| corporate-performance-management | Jedox | 4% | 0% | 10 | accepted challenger |
| corporate-performance-management | Workday Adaptive Planning | 4% | 43% | 35 | criticized challenger |
| corporate-performance-management | Prophix | 2% | 10% | 21 | accepted challenger |
| corporate-performance-management | Planful | 2% | 11% | 18 | accepted challenger |
| corporate-performance-management | OneStream | 0% | 82% | 22 | criticized challenger |
| corporate-performance-management | Anaplan | 0% | 82% | 40 | criticized challenger |
| corporate-performance-management | Oracle Fusion Cloud EPM | 0% | 83% | 36 | criticized challenger |
| corporate-performance-management | Oracle Hyperion | 0% | 91% | 11 | criticized challenger |
| corporate-performance-management | SAP BPC | 0% | 91% | 11 | criticized challenger |
| corporate-tax-provision | TaxAct Business | 28% | 3% | 37 | accepted challenger |
| corporate-tax-provision | Bloomberg Tax Provision | 15% | 37% | 46 | criticized challenger |
| corporate-tax-provision | TurboTax Business | 13% | 20% | 20 | accepted challenger |
| corporate-tax-provision | QuickBooks Online | 6% | 8% | 13 | accepted challenger |
| corporate-tax-provision | TaxSlayer | 4% | 8% | 13 | accepted challenger |
| corporate-tax-provision | Thomson Reuters ONESOURCE Tax Provision | 2% | 67% | 48 | criticized challenger |
| corporate-tax-provision | Sovos Tax Provision | 0% | 18% | 11 | accepted challenger |
| corporate-tax-provision | Longview Tax | 0% | 53% | 19 | criticized challenger |
| corporate-tax-provision | CSC Corptax | 0% | 75% | 20 | criticized challenger |
| corporate-travel-management | Navan | 37% | 15% | 65 | endorsed leader |
| corporate-travel-management | TravelPerk | 27% | 10% | 62 | accepted challenger |
| corporate-travel-management | Booking.com for Business | 20% | 5% | 42 | accepted challenger |
| corporate-travel-management | Ramp | 8% | 0% | 39 | accepted challenger |
| corporate-travel-management | Engine | 4% | 0% | 17 | accepted challenger |
| corporate-travel-management | Rippling Travel | 2% | 10% | 10 | accepted challenger |
| corporate-travel-management | TravelBank | 0% | 0% | 16 | accepted challenger |
| corporate-travel-management | Brex | 0% | 3% | 30 | accepted challenger |
| corporate-travel-management | Expensify Travel | 0% | 15% | 13 | accepted challenger |
| corporate-travel-management | Amex GBT Egencia | 0% | 53% | 19 | criticized challenger |
| corporate-travel-management | myBiz | 0% | 64% | 11 | criticized challenger |
| corporate-travel-management | SAP Concur | 0% | 75% | 32 | criticized challenger |
| cross-border-payments-and-fx | Wise Business | 68% | 3% | 72 | endorsed leader |
| cross-border-payments-and-fx | OFX | 15% | 0% | 19 | accepted challenger |
| cross-border-payments-and-fx | Airwallex | 6% | 5% | 64 | accepted challenger |
| cross-border-payments-and-fx | Payoneer | 2% | 21% | 47 | accepted challenger |
| cross-border-payments-and-fx | Revolut Business | 0% | 5% | 21 | accepted challenger |
| cross-border-payments-and-fx | Stripe | 0% | 21% | 29 | accepted challenger |
| cross-border-payments-and-fx | PayPal | 0% | 80% | 25 | criticized challenger |
| crypto-accounting | Breezing | 47% | 2% | 41 | endorsed leader |
| crypto-accounting | Koinly | 11% | 29% | 41 | criticized challenger |
| crypto-accounting | Cryptoworth | 5% | 12% | 26 | accepted challenger |
| crypto-accounting | SoftLedger | 5% | 15% | 26 | accepted challenger |
| crypto-accounting | CoinLedger | 5% | 23% | 22 | accepted challenger |
| crypto-accounting | Bitwave | 5% | 40% | 45 | criticized challenger |
| crypto-accounting | QuickBooks Online | 4% | 0% | 15 | accepted challenger |
| crypto-accounting | Ledgible | 2% | 18% | 28 | accepted challenger |
| crypto-accounting | TRES Finance | 2% | 42% | 24 | criticized challenger |
| crypto-accounting | Cryptio | 2% | 53% | 45 | criticized challenger |
| crypto-accounting | CoinTracker | 0% | 44% | 18 | criticized challenger |
| crypto-accounting | ZenLedger | 0% | 50% | 12 | criticized challenger |
| ecommerce-fraud-prevention | NoFraud | 34% | 0% | 48 | endorsed leader |
| ecommerce-fraud-prevention | Stripe Radar | 20% | 0% | 43 | accepted challenger |
| ecommerce-fraud-prevention | FraudLabs Pro | 10% | 6% | 16 | accepted challenger |
| ecommerce-fraud-prevention | Signifyd | 7% | 34% | 50 | criticized challenger |
| ecommerce-fraud-prevention | SEON | 5% | 5% | 41 | accepted challenger |
| ecommerce-fraud-prevention | ClearSale | 5% | 33% | 18 | criticized challenger |
| ecommerce-fraud-prevention | Sift | 2% | 40% | 42 | criticized challenger |
| ecommerce-fraud-prevention | Fingerprint | 0% | 24% | 17 | accepted challenger |
| ecommerce-fraud-prevention | Chargeflow | 0% | 42% | 12 | criticized challenger |
| ecommerce-fraud-prevention | Kount | 0% | 60% | 20 | criticized challenger |
| ecommerce-fraud-prevention | Riskified | 0% | 68% | 28 | criticized challenger |
| ecommerce-fraud-prevention | Forter | 0% | 75% | 20 | criticized challenger |
| embedded-payments-platforms | Stripe Connect | 54% | 20% | 69 | endorsed leader |
| embedded-payments-platforms | Finix | 14% | 6% | 47 | accepted challenger |
| embedded-payments-platforms | Helcim | 7% | 0% | 12 | accepted challenger |
| embedded-payments-platforms | Tilled | 4% | 11% | 19 | accepted challenger |
| embedded-payments-platforms | Square | 4% | 35% | 17 | criticized challenger |
| embedded-payments-platforms | Adyen for Platforms | 2% | 52% | 29 | criticized challenger |
| entity-management | EntityKeeper | 23% | 7% | 41 | accepted challenger |
| entity-management | Filejet | 17% | 3% | 31 | accepted challenger |
| entity-management | MinuteBox | 8% | 8% | 13 | accepted challenger |
| entity-management | EntityFlo | 6% | 0% | 12 | accepted challenger |
| entity-management | Athennian | 2% | 41% | 37 | criticized challenger |
| entity-management | CT Corporation Entity Management | 0% | 40% | 10 | criticized challenger |
| entity-management | CSC Entity Management | 0% | 70% | 20 | criticized challenger |
| entity-management | Diligent Entities | 0% | 72% | 43 | criticized challenger |
| erp-systems | Odoo | 39% | 5% | 64 | endorsed leader |
| erp-systems | Microsoft Dynamics 365 Business Central | 16% | 2% | 43 | accepted challenger |
| erp-systems | Sage Intacct | 16% | 4% | 26 | accepted challenger |
| erp-systems | ERPNext | 12% | 12% | 26 | accepted challenger |
| erp-systems | Oracle NetSuite | 5% | 32% | 57 | criticized challenger |
| erp-systems | Acumatica | 4% | 4% | 45 | accepted challenger |
| erp-systems | Zoho One | 4% | 6% | 18 | accepted challenger |
| erp-systems | SAP Business One | 2% | 17% | 46 | accepted challenger |
| erp-systems | QuickBooks | 2% | 30% | 20 | criticized challenger |
| erp-systems | Cin7 | 0% | 0% | 11 | accepted challenger |
| erp-systems | Oracle Fusion Cloud ERP | 0% | 82% | 11 | criticized challenger |
| erp-systems | SAP S/4HANA | 0% | 92% | 13 | criticized challenger |
| esg-and-carbon-reporting | Greenly | 48% | 3% | 64 | endorsed leader |
| esg-and-carbon-reporting | Sustain.Life | 6% | 10% | 20 | accepted challenger |
| esg-and-carbon-reporting | Persefoni | 4% | 24% | 21 | accepted challenger |
| esg-and-carbon-reporting | Novata | 2% | 0% | 16 | accepted challenger |
| esg-and-carbon-reporting | Normative | 2% | 0% | 21 | accepted challenger |
| esg-and-carbon-reporting | Workiva | 2% | 71% | 35 | criticized challenger |
| esg-and-carbon-reporting | Plan A | 0% | 0% | 10 | accepted challenger |
| esg-and-carbon-reporting | ESGgo | 0% | 0% | 10 | accepted challenger |
| esg-and-carbon-reporting | Sweep | 0% | 19% | 21 | accepted challenger |
| esg-and-carbon-reporting | Diligent ESG | 0% | 57% | 14 | criticized challenger |
| esg-and-carbon-reporting | IBM Envizi | 0% | 79% | 14 | criticized challenger |
| esg-and-carbon-reporting | Watershed | 0% | 79% | 19 | criticized challenger |
| expense-management | Zoho Expense | 37% | 5% | 63 | endorsed leader |
| expense-management | Ramp | 25% | 7% | 57 | accepted challenger |
| expense-management | Expensify | 19% | 15% | 65 | accepted challenger |
| expense-management | BILL Spend & Expense | 14% | 7% | 57 | accepted challenger |
| expense-management | Brex | 4% | 16% | 31 | accepted challenger |
| expense-management | Emburse | 2% | 46% | 13 | criticized challenger |
| expense-management | Rippling Spend | 0% | 23% | 13 | accepted challenger |
| expense-management | SAP Concur | 0% | 90% | 21 | criticized challenger |
| financial-close-management | Numeric | 25% | 2% | 41 | accepted challenger |
| financial-close-management | FloQast | 19% | 35% | 51 | criticized challenger |
| financial-close-management | Double | 6% | 0% | 15 | accepted challenger |
| financial-close-management | QuickBooks Online | 6% | 8% | 12 | accepted challenger |
| financial-close-management | Datarails | 5% | 5% | 19 | accepted challenger |
| financial-close-management | Xero | 5% | 14% | 14 | accepted challenger |
| financial-close-management | Prophix | 3% | 21% | 14 | accepted challenger |
| financial-close-management | Trintech | 0% | 86% | 14 | criticized challenger |
| financial-close-management | BlackLine | 0% | 87% | 46 | criticized challenger |
| financial-close-management | OneStream | 0% | 89% | 18 | criticized challenger |
| financial-close-management | Workiva | 0% | 94% | 16 | criticized challenger |
| financial-consolidation | Joiin | 46% | 0% | 39 | endorsed leader |
| financial-consolidation | Centage Planning Maestro | 8% | 4% | 25 | accepted challenger |
| financial-consolidation | Cube | 8% | 5% | 22 | accepted challenger |
| financial-consolidation | Fathom | 7% | 0% | 30 | accepted challenger |
| financial-consolidation | Datarails | 5% | 0% | 13 | accepted challenger |
| financial-consolidation | Sage Intacct | 5% | 41% | 17 | criticized challenger |
| financial-consolidation | QuickBooks Online | 3% | 44% | 16 | criticized challenger |
| financial-consolidation | LiveFlow | 2% | 0% | 14 | accepted challenger |
| financial-consolidation | Vena | 2% | 33% | 12 | criticized challenger |
| financial-consolidation | Prophix | 2% | 40% | 10 | criticized challenger |
| financial-consolidation | Xero | 2% | 45% | 11 | criticized challenger |
| financial-consolidation | Oracle NetSuite | 0% | 71% | 14 | criticized challenger |
| financial-consolidation | OneStream | 0% | 80% | 20 | criticized challenger |
| financial-consolidation | Oracle Hyperion | 0% | 90% | 10 | criticized challenger |
| financial-modeling-and-scenario-planning | Google Sheets | 19% | 0% | 15 | accepted challenger |
| financial-modeling-and-scenario-planning | Microsoft Excel | 14% | 18% | 22 | accepted challenger |
| financial-modeling-and-scenario-planning | Fathom | 12% | 0% | 19 | accepted challenger |
| financial-modeling-and-scenario-planning | Jirav | 10% | 19% | 26 | accepted challenger |
| financial-modeling-and-scenario-planning | LivePlan | 3% | 0% | 12 | accepted challenger |
| financial-modeling-and-scenario-planning | Futrli | 3% | 0% | 11 | accepted challenger |
| financial-modeling-and-scenario-planning | Datarails | 3% | 6% | 17 | accepted challenger |
| financial-modeling-and-scenario-planning | Cube | 3% | 10% | 21 | accepted challenger |
| financial-modeling-and-scenario-planning | Finmark | 3% | 22% | 18 | accepted challenger |
| financial-modeling-and-scenario-planning | Anaplan | 0% | 93% | 14 | criticized challenger |
| financial-reporting-and-dashboards | QuickBooks Online | 26% | 22% | 55 | accepted challenger |
| financial-reporting-and-dashboards | Xero | 17% | 5% | 38 | accepted challenger |
| financial-reporting-and-dashboards | Wave | 17% | 6% | 17 | accepted challenger |
| financial-reporting-and-dashboards | Fathom | 16% | 0% | 21 | accepted challenger |
| financial-reporting-and-dashboards | Zoho Books | 9% | 0% | 26 | accepted challenger |
| financial-reporting-and-dashboards | Zoho Analytics | 0% | 0% | 18 | accepted challenger |
| financial-reporting-and-dashboards | Databox | 0% | 0% | 10 | accepted challenger |
| financial-reporting-and-dashboards | Looker Studio | 0% | 9% | 22 | accepted challenger |
| financial-reporting-and-dashboards | Metabase | 0% | 10% | 10 | accepted challenger |
| financial-reporting-and-dashboards | Sage Intacct | 0% | 21% | 14 | accepted challenger |
| financial-reporting-and-dashboards | Microsoft Power BI | 0% | 30% | 27 | criticized challenger |
| financial-reporting-and-dashboards | Tableau | 0% | 76% | 17 | criticized challenger |
| fixed-asset-accounting | AssetAccountant | 31% | 3% | 33 | endorsed leader |
| fixed-asset-accounting | Xero | 16% | 5% | 43 | accepted challenger |
| fixed-asset-accounting | AssetTiger | 14% | 3% | 29 | accepted challenger |
| fixed-asset-accounting | Fixed Asset Pro | 12% | 12% | 17 | accepted challenger |
| fixed-asset-accounting | QuickBooks | 12% | 30% | 33 | criticized challenger |
| fixed-asset-accounting | Asset Panda | 2% | 9% | 34 | accepted challenger |
| fixed-asset-accounting | Sage Fixed Assets | 2% | 32% | 34 | criticized challenger |
| fixed-asset-accounting | UpKeep | 0% | 14% | 14 | accepted challenger |
| fixed-asset-accounting | EZOfficeInventory | 0% | 20% | 15 | accepted challenger |
| fixed-asset-accounting | NetSuite Fixed Assets Management | 0% | 40% | 10 | criticized challenger |
| fixed-asset-accounting | Oracle NetSuite | 0% | 64% | 11 | criticized challenger |
| fpa-platforms | Fathom | 25% | 0% | 35 | accepted challenger |
| fpa-platforms | Clockwork | 11% | 0% | 30 | accepted challenger |
| fpa-platforms | Jirav | 9% | 13% | 45 | accepted challenger |
| fpa-platforms | Datarails | 9% | 13% | 52 | accepted challenger |
| fpa-platforms | Cube | 7% | 14% | 56 | accepted challenger |
| fpa-platforms | LiveFlow | 5% | 8% | 24 | accepted challenger |
| fpa-platforms | Float | 4% | 0% | 10 | accepted challenger |
| fpa-platforms | Aleph | 2% | 0% | 11 | accepted challenger |
| fpa-platforms | Mosaic | 2% | 17% | 12 | accepted challenger |
| fpa-platforms | Vena | 2% | 39% | 33 | criticized challenger |
| fpa-platforms | Planful | 2% | 46% | 26 | criticized challenger |
| fpa-platforms | Pigment | 2% | 53% | 15 | criticized challenger |
| fpa-platforms | Centage | 0% | 9% | 11 | accepted challenger |
| fpa-platforms | Prophix | 0% | 25% | 12 | criticized challenger |
| fpa-platforms | Workday Adaptive Planning | 0% | 76% | 34 | criticized challenger |
| fpa-platforms | Anaplan | 0% | 92% | 37 | criticized challenger |
| global-e-invoicing-compliance | Xero | 20% | 7% | 41 | accepted challenger |
| global-e-invoicing-compliance | Zoho Invoice | 14% | 7% | 29 | accepted challenger |
| global-e-invoicing-compliance | Avalara E-Invoicing | 8% | 8% | 25 | accepted challenger |
| global-e-invoicing-compliance | QuickBooks Online | 4% | 8% | 37 | accepted challenger |
| global-e-invoicing-compliance | FreshBooks | 4% | 23% | 31 | accepted challenger |
| global-e-invoicing-compliance | Wave | 4% | 39% | 28 | criticized challenger |
| global-e-invoicing-compliance | Pagero | 2% | 17% | 12 | accepted challenger |
| global-e-invoicing-compliance | Invoice Ninja | 0% | 16% | 19 | accepted challenger |
| global-e-invoicing-compliance | Square Invoices | 0% | 28% | 18 | criticized challenger |
| global-e-invoicing-compliance | Sovos Compliance Network | 0% | 33% | 15 | criticized challenger |
| internal-controls-and-sox | Vanta | 14% | 8% | 25 | accepted challenger |
| internal-controls-and-sox | Drata | 11% | 12% | 25 | accepted challenger |
| internal-controls-and-sox | Hyperproof | 8% | 14% | 22 | accepted challenger |
| internal-controls-and-sox | FloQast | 8% | 27% | 15 | criticized challenger |
| internal-controls-and-sox | ControlHatch | 6% | 0% | 10 | accepted challenger |
| internal-controls-and-sox | SmartSuite SOX Management | 6% | 7% | 15 | accepted challenger |
| internal-controls-and-sox | AuditBoard | 4% | 56% | 25 | criticized challenger |
| internal-controls-and-sox | Sprinto | 3% | 0% | 17 | accepted challenger |
| internal-controls-and-sox | QuickBooks | 3% | 0% | 14 | accepted challenger |
| internal-controls-and-sox | Xero | 1% | 0% | 11 | accepted challenger |
| internal-controls-and-sox | Diligent One Platform | 1% | 46% | 13 | criticized challenger |
| internal-controls-and-sox | BlackLine | 0% | 30% | 10 | criticized challenger |
| internal-controls-and-sox | Workiva | 0% | 63% | 35 | criticized challenger |
| internal-controls-and-sox | MetricStream | 0% | 70% | 10 | criticized challenger |
| invoicing-software | Zoho Invoice | 30% | 10% | 62 | endorsed leader |
| invoicing-software | QuickBooks | 23% | 22% | 63 | accepted challenger |
| invoicing-software | Xero | 18% | 2% | 46 | accepted challenger |
| invoicing-software | Wave | 16% | 20% | 45 | accepted challenger |
| invoicing-software | FreshBooks | 7% | 11% | 53 | accepted challenger |
| invoicing-software | Square Invoices | 2% | 24% | 37 | accepted challenger |
| invoicing-software | Stripe Invoicing | 2% | 33% | 15 | criticized challenger |
| invoicing-software | Invoice Ninja | 0% | 0% | 12 | accepted challenger |
| lease-accounting | EZLease | 20% | 9% | 45 | accepted challenger |
| lease-accounting | LeaseGuru | 16% | 0% | 26 | accepted challenger |
| lease-accounting | iLeasePro | 15% | 0% | 22 | accepted challenger |
| lease-accounting | Cradle | 9% | 0% | 11 | accepted challenger |
| lease-accounting | FinQuery | 7% | 16% | 38 | accepted challenger |
| lease-accounting | iLeaseXpress | 4% | 0% | 12 | accepted challenger |
| lease-accounting | Xero | 4% | 46% | 13 | criticized challenger |
| lease-accounting | Crunchafi | 2% | 0% | 18 | accepted challenger |
| lease-accounting | NetLease | 0% | 6% | 17 | accepted challenger |
| lease-accounting | Visual Lease | 0% | 50% | 26 | criticized challenger |
| merchants-of-record | Paddle | 29% | 16% | 63 | accepted challenger |
| merchants-of-record | FastSpring | 24% | 15% | 52 | accepted challenger |
| merchants-of-record | PayPro Global | 12% | 0% | 15 | accepted challenger |
| merchants-of-record | Lemon Squeezy | 12% | 26% | 46 | criticized challenger |
| merchants-of-record | Dodo Payments | 6% | 0% | 14 | accepted challenger |
| merchants-of-record | Freemius | 4% | 7% | 14 | accepted challenger |
| merchants-of-record | Cleverbridge | 2% | 13% | 15 | accepted challenger |
| merchants-of-record | Stripe | 2% | 28% | 25 | criticized challenger |
| merchants-of-record | Polar | 0% | 0% | 11 | accepted challenger |
| merchants-of-record | Gumroad | 0% | 75% | 20 | criticized challenger |
| payment-orchestration-platforms | BlueSnap | 19% | 0% | 15 | accepted challenger |
| payment-orchestration-platforms | Stripe | 15% | 3% | 30 | accepted challenger |
| payment-orchestration-platforms | Primer | 15% | 18% | 44 | accepted challenger |
| payment-orchestration-platforms | Spreedly | 8% | 32% | 44 | criticized challenger |
| payment-orchestration-platforms | Solidgate | 4% | 21% | 19 | accepted challenger |
| payment-orchestration-platforms | Hyperswitch | 4% | 36% | 11 | criticized challenger |
| payment-orchestration-platforms | Gr4vy | 2% | 32% | 22 | criticized challenger |
| payment-orchestration-platforms | PayPal | 2% | 38% | 13 | criticized challenger |
| payment-orchestration-platforms | IXOPAY | 2% | 56% | 18 | criticized challenger |
| payment-orchestration-platforms | Checkout.com | 2% | 64% | 11 | criticized challenger |
| payment-orchestration-platforms | Adyen | 0% | 38% | 16 | criticized challenger |
| payment-orchestration-platforms | Corefy | 0% | 40% | 15 | criticized challenger |
| procure-to-pay | Precoro | 28% | 5% | 64 | accepted challenger |
| procure-to-pay | Procurify | 19% | 7% | 56 | accepted challenger |
| procure-to-pay | Ramp | 17% | 0% | 37 | accepted challenger |
| procure-to-pay | Tradogram | 11% | 0% | 43 | accepted challenger |
| procure-to-pay | BILL | 6% | 0% | 23 | accepted challenger |
| procure-to-pay | Spendwise | 5% | 0% | 18 | accepted challenger |
| procure-to-pay | Order.co | 2% | 0% | 13 | accepted challenger |
| procure-to-pay | ProcureDesk | 2% | 8% | 24 | accepted challenger |
| procure-to-pay | Kissflow Procurement | 0% | 30% | 10 | criticized challenger |
| procure-to-pay | Coupa | 0% | 75% | 32 | criticized challenger |
| procure-to-pay | SAP Ariba | 0% | 90% | 29 | criticized challenger |
| professional-services-automation | BigTime | 38% | 2% | 53 | endorsed leader |
| professional-services-automation | Productive | 15% | 0% | 25 | accepted challenger |
| professional-services-automation | Ruddr | 7% | 0% | 13 | accepted challenger |
| professional-services-automation | Avaza | 5% | 0% | 11 | accepted challenger |
| professional-services-automation | Scoro | 5% | 7% | 45 | accepted challenger |
| professional-services-automation | Teamwork.com | 2% | 0% | 15 | accepted challenger |
| professional-services-automation | Syncro | 2% | 6% | 17 | accepted challenger |
| professional-services-automation | Rocketlane | 2% | 8% | 12 | accepted challenger |
| professional-services-automation | Kantata | 2% | 65% | 37 | criticized challenger |
| professional-services-automation | Accelo | 0% | 6% | 31 | accepted challenger |
| professional-services-automation | Certinia Professional Services Cloud | 0% | 100% | 14 | criticized challenger |
| rebate-management | e-bate | 26% | 0% | 34 | accepted challenger |
| rebate-management | Enable | 20% | 43% | 56 | criticized challenger |
| rebate-management | Voucherify | 17% | 0% | 36 | accepted challenger |
| rebate-management | incentX | 13% | 0% | 28 | accepted challenger |
| rebate-management | Channelscaler | 4% | 33% | 12 | criticized challenger |
| rebate-management | Flintfox | 2% | 27% | 11 | criticized challenger |
| rebate-management | Vendavo | 2% | 76% | 29 | criticized challenger |
| rebate-management | SolveXia | 0% | 10% | 10 | accepted challenger |
| rebate-management | Pricefx | 0% | 62% | 16 | criticized challenger |
| rebate-management | Vistex | 0% | 81% | 36 | criticized challenger |
| rebate-management | Model N | 0% | 84% | 19 | criticized challenger |
| revenue-recognition | Maxio | 26% | 10% | 48 | accepted challenger |
| revenue-recognition | QuickBooks Online | 14% | 33% | 42 | criticized challenger |
| revenue-recognition | Stripe Revenue Recognition | 10% | 0% | 25 | accepted challenger |
| revenue-recognition | Xero | 10% | 29% | 24 | criticized challenger |
| revenue-recognition | Flowrev | 7% | 0% | 11 | accepted challenger |
| revenue-recognition | Chargebee RevRec | 7% | 12% | 32 | accepted challenger |
| revenue-recognition | TrueRev | 5% | 9% | 11 | accepted challenger |
| revenue-recognition | Pipedrive | 3% | 18% | 11 | accepted challenger |
| revenue-recognition | Zenskar | 2% | 12% | 16 | accepted challenger |
| revenue-recognition | Sage Intacct Revenue Recognition | 2% | 21% | 24 | accepted challenger |
| revenue-recognition | Zuora Revenue | 0% | 72% | 18 | criticized challenger |
| revenue-recognition | Oracle NetSuite | 0% | 73% | 15 | criticized challenger |
| revenue-recognition | NetSuite Advanced Revenue Management | 0% | 85% | 13 | criticized challenger |
| saas-metrics-and-analytics | ChartMogul | 53% | 7% | 69 | endorsed leader |
| saas-metrics-and-analytics | ProfitWell Metrics | 26% | 6% | 51 | accepted challenger |
| saas-metrics-and-analytics | Baremetrics | 13% | 17% | 66 | accepted challenger |
| saas-metrics-and-analytics | Databox | 2% | 6% | 35 | accepted challenger |
| saas-metrics-and-analytics | Looker Studio | 2% | 15% | 20 | accepted challenger |
| saas-metrics-and-analytics | Metabase | 0% | 0% | 11 | accepted challenger |
| saas-metrics-and-analytics | PostHog | 0% | 5% | 20 | accepted challenger |
| saas-metrics-and-analytics | Mixpanel | 0% | 17% | 42 | accepted challenger |
| saas-metrics-and-analytics | Microsoft Power BI | 0% | 50% | 10 | criticized challenger |
| saas-metrics-and-analytics | Amplitude | 0% | 52% | 27 | criticized challenger |
| saas-metrics-and-analytics | Heap | 0% | 67% | 12 | criticized challenger |
| saas-metrics-and-analytics | Tableau | 0% | 100% | 11 | criticized challenger |
| sales-tax-automation | TaxJar | 33% | 12% | 68 | endorsed leader |
| sales-tax-automation | TaxCloud | 31% | 5% | 59 | endorsed leader |
| sales-tax-automation | Avalara AvaTax | 15% | 58% | 57 | criticized challenger |
| sales-tax-automation | Anrok | 7% | 7% | 15 | accepted challenger |
| sales-tax-automation | Zoho Books | 5% | 0% | 13 | accepted challenger |
| sales-tax-automation | Zamp | 4% | 0% | 12 | accepted challenger |
| sales-tax-automation | Stripe Tax | 2% | 4% | 26 | accepted challenger |
| sales-tax-automation | Kintsugi | 2% | 18% | 11 | accepted challenger |
| sales-tax-automation | Quaderno | 0% | 0% | 10 | accepted challenger |
| sales-tax-automation | Numeral | 0% | 21% | 14 | accepted challenger |
| sales-tax-automation | Vertex | 0% | 69% | 32 | criticized challenger |
| sec-and-disclosure-reporting | IRIS CARBON | 28% | 2% | 48 | accepted challenger |
| sec-and-disclosure-reporting | Certent Disclosure Management | 28% | 6% | 48 | accepted challenger |
| sec-and-disclosure-reporting | DFIN ActiveDisclosure | 13% | 22% | 54 | accepted challenger |
| sec-and-disclosure-reporting | Workiva | 9% | 64% | 72 | criticized challenger |
| sec-and-disclosure-reporting | Certent | 4% | 23% | 13 | accepted challenger |
| sec-and-disclosure-reporting | FilePoint | 1% | 0% | 11 | accepted challenger |
| sec-and-disclosure-reporting | Toppan Merrill Bridge | 1% | 30% | 23 | criticized challenger |
| sec-and-disclosure-reporting | Arelle | 1% | 40% | 10 | criticized challenger |
| spend-management-platforms | Ramp | 58% | 13% | 68 | endorsed leader |
| spend-management-platforms | BILL Spend & Expense | 31% | 15% | 61 | endorsed leader |
| spend-management-platforms | Payhawk | 2% | 0% | 11 | accepted challenger |
| spend-management-platforms | Zoho Expense | 2% | 4% | 23 | accepted challenger |
| spend-management-platforms | Spendesk | 2% | 25% | 16 | criticized challenger |
| spend-management-platforms | Brex | 0% | 26% | 47 | criticized challenger |
| spend-management-platforms | Expensify | 0% | 32% | 34 | criticized challenger |
| spend-management-platforms | Airbase | 0% | 35% | 17 | criticized challenger |
| spend-management-platforms | SAP Concur | 0% | 85% | 13 | criticized challenger |
| stablecoin-platforms | Stripe Crypto | 30% | 7% | 41 | endorsed leader |
| stablecoin-platforms | NOWPayments | 15% | 0% | 11 | accepted challenger |
| stablecoin-platforms | Request Finance | 9% | 0% | 12 | accepted challenger |
| stablecoin-platforms | Coinbase Commerce | 8% | 11% | 18 | accepted challenger |
| stablecoin-platforms | Circle | 6% | 7% | 28 | accepted challenger |
| stablecoin-platforms | Eco | 4% | 0% | 10 | accepted challenger |
| stablecoin-platforms | BVNK | 4% | 8% | 26 | accepted challenger |
| stablecoin-platforms | Coinbase Business | 4% | 20% | 10 | accepted challenger |
| stablecoin-platforms | Bridge | 2% | 9% | 22 | accepted challenger |
| stablecoin-platforms | BitPay | 0% | 25% | 16 | criticized challenger |
| stablecoin-platforms | Fireblocks | 0% | 50% | 12 | criticized challenger |
| strategic-sourcing | Tradogram | 31% | 3% | 30 | endorsed leader |
| strategic-sourcing | oboloo | 11% | 0% | 14 | accepted challenger |
| strategic-sourcing | Precoro | 11% | 11% | 27 | accepted challenger |
| strategic-sourcing | Market Dojo | 9% | 0% | 10 | accepted challenger |
| strategic-sourcing | Procurify | 4% | 5% | 19 | accepted challenger |
| strategic-sourcing | Manatal | 0% | 0% | 10 | accepted challenger |
| strategic-sourcing | LinkedIn Recruiter | 0% | 42% | 12 | criticized challenger |
| strategic-sourcing | Jaggaer | 0% | 77% | 13 | criticized challenger |
| strategic-sourcing | Coupa | 0% | 83% | 23 | criticized challenger |
| strategic-sourcing | SAP Ariba | 0% | 88% | 25 | criticized challenger |
| supplier-management | Precoro | 27% | 0% | 55 | accepted challenger |
| supplier-management | Tradogram | 24% | 0% | 35 | accepted challenger |
| supplier-management | Ramp | 10% | 0% | 21 | accepted challenger |
| supplier-management | Procurify | 0% | 6% | 32 | accepted challenger |
| supplier-management | Gatekeeper | 0% | 17% | 12 | accepted challenger |
| supplier-management | Kissflow Procurement | 0% | 18% | 11 | accepted challenger |
| supplier-management | Ivalua | 0% | 85% | 13 | criticized challenger |
| supplier-management | Jaggaer | 0% | 85% | 13 | criticized challenger |
| supplier-management | Coupa | 0% | 86% | 42 | criticized challenger |
| supplier-management | SAP Ariba | 0% | 88% | 32 | criticized challenger |
| telecom-expense-management | Genuity | 36% | 5% | 40 | endorsed leader |
| telecom-expense-management | Lightyear | 12% | 0% | 26 | accepted challenger |
| telecom-expense-management | vManager | 8% | 8% | 12 | accepted challenger |
| telecom-expense-management | ExpenseLogic | 6% | 8% | 13 | accepted challenger |
| telecom-expense-management | Zoho Expense | 4% | 17% | 18 | accepted challenger |
| telecom-expense-management | Calero | 2% | 78% | 36 | criticized challenger |
| telecom-expense-management | Brightfin | 0% | 14% | 14 | accepted challenger |
| telecom-expense-management | Sakon | 0% | 80% | 20 | criticized challenger |
| telecom-expense-management | Tangoe One Telecom | 0% | 84% | 37 | criticized challenger |
| transfer-pricing | TPGenie | 30% | 5% | 44 | endorsed leader |
| transfer-pricing | Commenda | 16% | 3% | 30 | accepted challenger |
| transfer-pricing | Caribou | 8% | 11% | 18 | accepted challenger |
| transfer-pricing | t0 | 6% | 7% | 15 | accepted challenger |
| transfer-pricing | PlaidCloud Operational Transfer Pricing | 6% | 17% | 18 | accepted challenger |
| transfer-pricing | Exactera Transfer Pricing | 6% | 59% | 29 | criticized challenger |
| transfer-pricing | Aibidia | 2% | 37% | 30 | criticized challenger |
| transfer-pricing | Sovos Transfer Pricing | 0% | 22% | 18 | accepted challenger |
| transfer-pricing | Thomson Reuters ONESOURCE | 0% | 80% | 15 | criticized challenger |
| treasury-management-systems | Agicap | 19% | 5% | 40 | accepted challenger |
| treasury-management-systems | Rho Treasury | 11% | 0% | 30 | accepted challenger |
| treasury-management-systems | Trovata | 9% | 13% | 30 | accepted challenger |
| treasury-management-systems | Centime | 5% | 0% | 14 | accepted challenger |
| treasury-management-systems | Brex | 2% | 8% | 12 | accepted challenger |
| treasury-management-systems | Mercury | 2% | 14% | 14 | accepted challenger |
| treasury-management-systems | Kyriba | 2% | 92% | 52 | criticized challenger |
| treasury-management-systems | GTreasury | 0% | 83% | 29 | criticized challenger |
| treasury-management-systems | SAP Treasury and Risk Management | 0% | 100% | 23 | criticized challenger |
| treasury-management-systems | ION Treasury | 0% | 100% | 11 | criticized challenger |
| virtual-data-rooms | Peony Data Room | 29% | 0% | 29 | accepted challenger |
| virtual-data-rooms | SecureDocs | 15% | 0% | 53 | accepted challenger |
| virtual-data-rooms | Firmex | 7% | 26% | 31 | criticized challenger |
| virtual-data-rooms | iDeals | 7% | 43% | 28 | criticized challenger |
| virtual-data-rooms | Papermark | 5% | 0% | 24 | accepted challenger |
| virtual-data-rooms | CapLinked | 3% | 8% | 24 | accepted challenger |
| virtual-data-rooms | Box | 3% | 20% | 15 | accepted challenger |
| virtual-data-rooms | FirmRoom | 3% | 23% | 13 | accepted challenger |
| virtual-data-rooms | Digify | 2% | 0% | 27 | accepted challenger |
| virtual-data-rooms | DocSend | 2% | 9% | 23 | accepted challenger |
| virtual-data-rooms | Clinked | 0% | 0% | 17 | accepted challenger |
| virtual-data-rooms | Onehub | 0% | 14% | 14 | accepted challenger |
| virtual-data-rooms | DealRoom | 0% | 18% | 11 | accepted challenger |
| virtual-data-rooms | Ansarada | 0% | 42% | 12 | criticized challenger |
| virtual-data-rooms | Datasite Diligence | 0% | 75% | 36 | criticized challenger |
| virtual-data-rooms | Google Drive | 0% | 80% | 10 | criticized challenger |
| virtual-data-rooms | Intralinks | 0% | 86% | 36 | criticized challenger |

## Treatment of lab-affiliated products by model

Self-preference is only measurable with a control group: how the lab's own model treats its products compared with how every other model treats the same products. Anthropic, OpenAI have no products in the covered categories with enough labels to measure, so nothing is claimed about them.

**Google products** (7 products, 154 labels). Cells are positive/negative/all labels.

| Product | Claude Haiku 4.5 | GPT-5.4 mini | Gemini 3.5 Flash | Perplexity Sonar | Grok 4.1 Fast | Mistral Small | DeepSeek V4 Flash | Llama 4 Maverick | Qwen 3.7 Flash | Kimi K2 | GLM 4.7 FlashX | MiniMax M2.5 | GPT-6 Luna | Muse Glimmer 30B |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Google Sheets | 1/1/2 | 1/1/2 | 1/9/10 | 1/0/1 | 5/0/5 | 2/1/3 | 1/3/4 | 2/0/2 | 5/4/9 | 2/0/2 | 1/2/3 | 1/1/2 | 4/0/4 | 2/2/4 |
| Looker Studio | 3/0/3 | 1/0/1 | 2/2/4 | 1/1/2 | 5/0/5 | 1/0/1 | 3/1/4 | 3/0/3 | 6/0/6 | 4/0/4 | 4/0/4 | 3/1/4 | 1/0/1 | 3/0/3 |
| Looker |  | 1/0/1 | 0/1/1 |  | 0/2/2 | 2/1/3 | 0/1/1 | 0/1/1 | 0/1/1 | 0/1/1 | 0/2/2 | 1/2/3 |  |  |
| Google Drive | 0/1/1 |  | 0/3/3 |  | 0/1/1 |  | 1/2/3 | 2/0/2 | 1/2/3 | 0/2/2 |  |  |  | 1/0/1 |
| Google Workspace | 1/0/1 |  | 3/1/4 |  | 1/1/2 | 1/0/1 | 1/0/1 |  |  | 1/1/2 |  |  |  | 1/0/1 |
| Google Analytics | 2/0/2 |  | 1/0/1 | 0/1/1 | 1/0/1 |  | 1/0/1 |  | 1/0/1 |  | 0/1/1 | 0/1/1 |  | 0/1/1 |
| Gemini |  |  | 0/1/1 |  |  |  |  |  | 0/1/1 |  |  |  |  |  |

Mean label weight on Google products: Gemini 3.5 Flash -1.17 over 24 labels; the other 13 models +0.48 over 130 labels. Weights run from +3 (first choice) to -3 (hard negative). A gap under about half a point on this few labels is not a finding.

## Discontinued products recommended

None in this run.

## Normalization

Unresolved, 1130 labels counted under the raw name, for human review:

American Express® Business Checking in business-banking (2), Amex Blue Business Cash in corporate-cards (2), Rise in stablecoin-platforms (2), 1up in strategic-sourcing (1), ACH (Automated Clearing House) in b2b-payment-acceptance (1), ACTSOLV in sales-tax-automation (1), AML Core in aml-and-transaction-monitoring (1), AOTMP in telecom-expense-management (1), AP Portal in accounts-payable-automation (1), AT&T Business in telecom-expense-management (1), AT&T Connect TEM in telecom-expense-management (1), AT&T Premier in telecom-expense-management (1), ATX in corporate-tax-provision (1), Abrigo BAM+ in aml-and-transaction-monitoring (1), Aclymate Explorer in esg-and-carbon-reporting (1), Acterys Rebate Management in rebate-management (1), Actico in aml-and-transaction-monitoring (1), Actimize AML Essentials in aml-and-transaction-monitoring (1), Acumens Sales Rebates & Claims in rebate-management (1), Adaptive from Workday in corporate-performance-management (1), Advanced Revenue Management modules within large ERP systems in revenue-recognition (1), Adyen Market Pay in embedded-payments-platforms (1), Adyen's Fraud Protection in ecommerce-fraud-prevention (1), Adyen's Orchestrator in payment-orchestration-platforms (1), Affinity in financial-close-management (1), Agile Board Software in board-and-investor-reporting (1), Agiliron in procure-to-pay (1), AirCards in corporate-cards (1), Airwallex Payments in cross-border-payments-and-fx (1), AisleCore in chargeback-management (1), Aivela in ai-accounting-assistants (1), Ajelix in financial-reporting-and-dashboards (1), Alethia HQ in entity-management (1), Alibaba.com in procure-to-pay (1), Allied Irish Bank (AIB) Business Services in aml-and-transaction-monitoring (1), AlloyX in stablecoin-platforms (1), Altapy in payment-orchestration-platforms (1), Alternative Payments in cash-application (1), Altis in treasury-management-systems (1), AmEx Blue Business Cash in corporate-cards (1), Amazon Business Credit Account in b2b-bnpl-and-net-terms (1), American Express Blue Business® Plus in corporate-cards (1), Amex Business Cards (e.g., Business Platinum) in corporate-cards (1), Amex Business Gold Card in corporate-cards (1), Amex's Corporate Purchasing Card in corporate-cards (1), Anaptrix in revenue-recognition (1), AngelList Stock in cap-table-management (1), Anna Money in global-e-invoicing-compliance (1), Ansrarada in virtual-data-rooms (1), AnyLogic in financial-modeling-and-scenario-planning (1), Apache Fineract in corporate-performance-management (1), AppDeck Vendor Portal in supplier-management (1), Appian in financial-modeling-and-scenario-planning (1), Arm's Length in transfer-pricing (1), Armanino (Startup Bundle) in corporate-tax-provision (1), Ashby in strategic-sourcing (1), Asset.Accountant in lease-accounting (1), AssetPlan in fixed-asset-accounting (1), AssetTrack in fixed-asset-accounting (1), Atlas Metrics in esg-and-carbon-reporting (1), AttachDoc in board-and-investor-reporting (1), Aurai in chargeback-management (1), Aurora in strategic-sourcing (1), Autobooks in account-reconciliation (1), Autoteller in accounts-payable-automation (1), Avalara Intercompany in transfer-pricing (1), Avalara VAT Returns and Reporting in global-e-invoicing-compliance (1), Avarni in esg-and-carbon-reporting (1), Avoided.io in chargeback-management (1), B Corp's BIA in esg-and-carbon-reporting (1), B2i Technologies in board-and-investor-reporting (1), BDO Transfer Pricing Services in transfer-pricing (1), BILL Travel in corporate-travel-management (1), BNY Mellon in stablecoin-platforms (1), Babelway in global-e-invoicing-compliance (1), Backd in b2b-bnpl-and-net-terms (1), Backd Business Finance in b2b-bnpl-and-net-terms (1), Backd Payments in b2b-bnpl-and-net-terms (1), Baker Tilly in telecom-expense-management (1), Bank of America Business Advantage Cash Rewards in corporate-cards (1), Bank of America's No-Fee Business Checking Account in business-banking (1), BankApp in cash-application (1), Bankful in b2b-payment-acceptance (1), Banks/SWIFT in cross-border-payments-and-fx (1), Banktrack in cash-flow-forecasting (1), Baremetrics Recover in saas-metrics-and-analytics (1), Base in stablecoin-platforms (1), Basepay in accounts-payable-automation (1), Beancount.io in merchants-of-record (1), Bectran Cash Application in cash-application (1), Bellwether BPM in strategic-sourcing (1), BetterLegal in entity-management (1), BiClaw in financial-reporting-and-dashboards (1), BigContacts in financial-close-management (1), Bill Desk in payment-orchestration-platforms (1), Bill4Time in professional-services-automation (1), BillGO, Inc. in business-bill-pay (1), BillPay in business-bill-pay (1), Billback.io in chargeback-management (1), Billed in invoicing-software (1), Biller Genie in accounts-receivable-automation (1), Billin in global-e-invoicing-compliance (1), Billingbooth in telecom-expense-management (1), Billmonitor in telecom-expense-management (1), Birdi in contractor-payments (1), Bisnode in global-e-invoicing-compliance (1), Bizagi in financial-modeling-and-scenario-planning (1), Bizee (formerly Incfile) in entity-management (1), BlackLine Governance in board-portals (1), BlackLine Treasury in treasury-management-systems (1), BlindPay in stablecoin-platforms (1), BlinkBooks in account-reconciliation (1), Blox in financial-modeling-and-scenario-planning (1), BluLogix in telecom-expense-management (1), Blue Onion in account-reconciliation (1), Blue Ridge in embedded-payments-platforms (1), Blue Sky's "Portfolio Manager" Lease Management Software in lease-accounting (1), BlueVine BNPL in b2b-bnpl-and-net-terms (1), Blueprint in entity-management (1), Bluevine Standard checking in business-banking (1), Board Financial Consolidation / Group Consolidation and Reporting in financial-consolidation (1), Board Report Software in board-and-investor-reporting (1), BoardBinder in board-and-investor-reporting (1), BoardBookit in board-and-investor-reporting (1), BoardKite in board-portals (1), BoardManagement.com in board-portals (1), BoardNow in entity-management (1), BoardShape in board-portals (1), BoardSite in board-portals (1), Bolto in contractor-payments (1), Book for Work in corporate-travel-management (1), Bookkeep in account-reconciliation (1), Boostr in corporate-tax-provision (1), Booxter in corporate-tax-provision (1), Box Shield in virtual-data-rooms (1), Braintree Fraud Protection Lite in ecommerce-fraud-prevention (1), Braintree Marketplace in embedded-payments-platforms (1), Bread Financial in business-banking (1), Breezy HR in strategic-sourcing (1), Bricks Assets in fixed-asset-accounting (1), BridgePoint in professional-services-automation (1), Brightree in erp-systems (1), BuildingConnected in contractor-payments (1), Bush Business in global-e-invoicing-compliance (1), Buy in payment-orchestration-platforms (1), CAN Capital in business-banking (1), CCH ProSystem fx / related Wolters Kluwer tax ecosystem in corporate-tax-provision (1), CFO Shortlist in sec-and-disclosure-reporting (1), CRMLeaf in professional-services-automation (1), CSC Corptax AIT – Accounting for Income Taxes in corporate-tax-provision (1), CSG Actio in chargeback-management (1), CT Corp in entity-management (1), Cadency Tax Provision in corporate-tax-provision (1), CallTrackingMetrics (CTM) in telecom-expense-management (1), Cameo System Modeler in financial-modeling-and-scenario-planning (1), Capers Jones Analysis in financial-modeling-and-scenario-planning (1), Capital One Basic Checking in business-banking (1), Capital One Spark Classic for Business in corporate-cards (1), Capital One Spark Miles Select for Business in corporate-cards (1), CaptivateIQ in corporate-performance-management (1), Carbonfact in esg-and-carbon-reporting (1), CardConnect in b2b-payment-acceptance (1), Carta Board Management in board-portals (1), CartonCloud in rebate-management (1), CashNow in b2b-credit-management (1), Cashfree Payments in cross-border-payments-and-fx (1), Catapult in strategic-sourcing (1), Cegid in global-e-invoicing-compliance (1), Cerillion's Revenue Manager in telecom-expense-management (1), CertifID in ecommerce-fraud-prevention (1), Channel Mechanics in rebate-management (1), ChannelAdvisor Rebate Management in rebate-management (1), Chargeback Specialist in chargeback-management (1), Chargebackhit in chargeback-management (1), Chase Ink Business Cash or Unlimited in corporate-cards (1), Chase Ink Business Preferred™ in corporate-cards (1), Chase Ink Business Unlimited® Credit Card in corporate-cards (1), Chase Travel Bank in corporate-travel-management (1), Chase, Bank of America, or Wells Fargo in business-banking (1), Checkbook in embedded-payments-platforms (1), CheckoutChamp in payment-orchestration-platforms (1), Churn Buster in saas-metrics-and-analytics (1), Churnkey in saas-metrics-and-analytics (1), Churnly in saas-metrics-and-analytics (1), Cin7 Rebates in rebate-management (1), Circle Payments in stablecoin-platforms (1), Circle USDC in stablecoin-platforms (1), Circleship in corporate-travel-management (1), Citi Corporate Cards in corporate-cards (1), Citi Double Cash in corporate-cards (1), Clara in entity-management (1), Claude AI in ai-accounting-assistants (1), Clearco (now part of Perx) in b2b-bnpl-and-net-terms (1), Clearing in account-reconciliation (1), CleverBalance in account-reconciliation (1), Climatta in esg-and-carbon-reporting (1), Clinked Virtual Data Room in virtual-data-rooms (1), Clio Manage in entity-management (1), ClipOne in telecom-expense-management (1), CloudZero in financial-reporting-and-dashboards (1), Clover in spend-management-platforms (1), Clustdoc in supplier-management (1), CoSoCloud in lease-accounting (1), CogenceWeb in entity-management (1), Cogo in esg-and-carbon-reporting (1), Coinbase Developer Platform (CDP) in stablecoin-platforms (1), Coinbase Developer Platform / Coinbase Business in stablecoin-platforms (1), Coinbooks in crypto-accounting (1), CoinsPaid in crypto-accounting (1), CollectFlo in accounts-receivable-automation (1), Commerce Bank in cross-border-payments-and-fx (1), Commitly in cash-flow-forecasting (1), Community banks and credit unions in business-banking (1), Complezy Free Tools in esg-and-carbon-reporting (1), Compliance.ai in internal-controls-and-sox (1), Comply.io in global-e-invoicing-compliance (1), ComplyBar in financial-close-management (1), ComplyJet in internal-controls-and-sox (1), Computershare GEMS – Global Entity Management System in entity-management (1), Computershare GEMSpm in cap-table-management (1), Concur Go in corporate-travel-management (1), Conekta in merchants-of-record (1), Confidant Health in virtual-data-rooms (1), ConfluxAPI in payment-orchestration-platforms (1), Conga Rebate Management in rebate-management (1), ConnexPay in embedded-payments-platforms (1), Controllo in internal-controls-and-sox (1), ConvesioPay in embedded-payments-platforms (1), Conveyor in supplier-management (1), Cooley GO in cap-table-management (1), Copedia SOX 404 Lite in internal-controls-and-sox (1), Coram Group in fpa-platforms (1), Corbex in corporate-performance-management (1), Coresho in sec-and-disclosure-reporting (1), CorpNation in entity-management (1), Corpay One Rebate Management in rebate-management (1), Corporate Entity Management Software in entity-management (1), Corporate Tax Provision (CTP) by Thomson Reuters in corporate-tax-provision (1), Corporater in financial-reporting-and-dashboards (1), Cortex AI in account-reconciliation (1), Coupa Network in supplier-management (1), Covesting in strategic-sourcing (1), Cozero in esg-and-carbon-reporting (1), CreditGate in b2b-bnpl-and-net-terms (1), Credset in financial-close-management (1), Crowe transfer pricing services / platforms in transfer-pricing (1), Crypto.com Pay in stablecoin-platforms (1), Crypto.com Tax in crypto-accounting (1), Cubes in financial-consolidation (1), Cubes Software in cash-flow-forecasting (1), Cubewise in fpa-platforms (1), Cumul.io in saas-metrics-and-analytics (1), CurrencyFair in cross-border-payments-and-fx (1), Cushion in cash-flow-forecasting (1), CustomBooks in accounting-software (1), Cybersource Fraud Management Essentials in ecommerce-fraud-prevention (1), Cyclops in stablecoin-platforms (1), D&B Hoovers in b2b-credit-management (1), DAT Broker TMS in treasury-management-systems (1), DBeaver in financial-modeling-and-scenario-planning (1), DEEP in embedded-payments-platforms (1), DFIN EDGAR Online / filing agent tools in sec-and-disclosure-reporting (1), DSers in strategic-sourcing (1), Daisybit in global-e-invoicing-compliance (1), Dask in fpa-platforms (1), DataSnipper in ai-accounting-assistants (1), Databooks in financial-reporting-and-dashboards (1), Datagate Telecom Billing in telecom-expense-management (1), Datto in professional-services-automation (1), Datto Autotask in professional-services-automation (1), Deep Authorization in ecommerce-fraud-prevention (1), Deloitte Lease in lease-accounting (1), Deloitte Tax Connect in transfer-pricing (1), Determine, Inc. in strategic-sourcing (1), Determined in supplier-management (1), Dharma in b2b-payment-acceptance (1), Digits Core in financial-close-management (1), Diligent Boardeaser in board-portals (1), Diligent Entity Management in entity-management (1), Dilisense in aml-and-transaction-monitoring (1), Discover in corporate-cards (1), Dispute Radar in chargeback-management (1), Dispute.com in chargeback-management (1), Dispute.ly in chargeback-management (1), Divly in crypto-accounting (1), Divpay in business-bill-pay (1), DocuPass in virtual-data-rooms (1), DocuWare in entity-management (1), Docusign Boards in board-portals (1), Dolibarr ERP & CRM in erp-systems (1), Donnelley Financial Solutions (DFIN) ActiveDisclosure in sec-and-disclosure-reporting (1), Donnelley Financial Solutions ActiveDisclosure in sec-and-disclosure-reporting (1), Doola in entity-management (1), Dow Jones Risk in aml-and-transaction-monitoring (1), Drake in corporate-tax-provision (1), Drake Tax AI in corporate-tax-provision (1), DrawSQL in financial-modeling-and-scenario-planning (1), Drivet in corporate-performance-management (1), Drooms FLEX in virtual-data-rooms (1), Dryrun365 in cash-flow-forecasting (1), Duebay in b2b-credit-management (1), Dun & Bradstreet (D&B) Credit Insights in b2b-credit-management (1), Dun & Bradstreet Credit Insights in b2b-credit-management (1), Dun & Bradstreet CreditMonitor in b2b-credit-management (1), Dun & Bradstreet's *CreditBuilder* in b2b-credit-management (1), EBANX in merchants-of-record (1), EDGAR Solutions in sec-and-disclosure-reporting (1), EDGARsuite™ Software in sec-and-disclosure-reporting (1), EPA's Simplified GHG Emissions Calculator in esg-and-carbon-reporting (1), ESD in stablecoin-platforms (1), ESG Cockpit in esg-and-carbon-reporting (1), ESGRI in esg-and-carbon-reporting (1), EXEMPTAX in sales-tax-automation (1), EY OmniTax in transfer-pricing (1), EY's Global Transfer Pricing Documentation Solution in transfer-pricing (1), EZLease, now part of insightsoftware in lease-accounting (1), Easystaff in contractor-payments (1), Eci Software Solutions in erp-systems (1), Ecodiligence in esg-and-carbon-reporting (1), Ecologi Zero in esg-and-carbon-reporting (1), Ecometrica in esg-and-carbon-reporting (1), Edgar Agents in sec-and-disclosure-reporting (1), Empty Set Dollar in stablecoin-platforms (1), Enboarder in board-and-investor-reporting (1), Enlivy in global-e-invoicing-compliance (1), Enterprise Gem in strategic-sourcing (1), Enterprise collections suites in accounts-receivable-automation (1), Entity.io in entity-management (1), Entrust IDV in ecommerce-fraud-prevention (1), Europages in strategic-sourcing (1), Evergreen Payment Solutions in b2b-payment-acceptance (1), Everlance in expense-management (1), Everstage in corporate-performance-management (1), Evolve in embedded-payments-platforms (1), Excel Spreadsheet in transfer-pricing (1), Excel or Google Sheets model in corporate-performance-management (1), Excel spreadsheets or free templates in cash-flow-forecasting (1), Excel with Microsoft Copilot in account-reconciliation (1), Excel with templates in fpa-platforms (1), Excel-based FP&A tools in fpa-platforms (1), Excel-based process with a tax advisor in corporate-tax-provision (1), Excel-based provision workpapers in corporate-tax-provision (1), Excel-based schedules in revenue-recognition (1), Excel-based solutions with Power BI in corporate-performance-management (1), Excel-only solutions in financial-modeling-and-scenario-planning (1), Expedia Corporate Travel in corporate-travel-management (1), Expensify Collect in expense-management (1), Expensify Control in expense-management (1), Experian Business Connect in b2b-credit-management (1), Experian Business Credit in b2b-credit-management (1), Experian BusinessIQ 2.0 / Experian business credit reports in b2b-credit-management (1), Experian Express in b2b-credit-management (1), ExpertPay in b2b-payment-acceptance (1), Extend in spend-management-platforms (1), FA Asset Management in fixed-asset-accounting (1), FAS Leases in lease-accounting (1), FASHIONGO in strategic-sourcing (1), FEI in stablecoin-platforms (1), FICO Business Edge in b2b-credit-management (1), Facebook Business Tools in saas-metrics-and-analytics (1), Facturwise in global-e-invoicing-compliance (1), Faire Net 60 in b2b-bnpl-and-net-terms (1), Fast in ai-accounting-assistants (1), Fastbase in erp-systems (1), Fastenal in b2b-bnpl-and-net-terms (1), Fathom Financial Analytics in financial-reporting-and-dashboards (1), Fathom Financial Reporting & Analytics in financial-reporting-and-dashboards (1), Fathomone in revenue-recognition (1), Fexel in virtual-data-rooms (1), Fidelity’s Private Shares in cap-table-management (1), Figure in cap-table-management (1), FinScan in aml-and-transaction-monitoring (1), Financia in treasury-management-systems (1), Financial Force in professional-services-automation (1), Financial Modeling Pro in financial-modeling-and-scenario-planning (1), Finban in cash-flow-forecasting (1), Finexio in business-bill-pay (1), Fingerprint-style device intelligence tools in ecommerce-fraud-prevention (1), Firefly III in financial-modeling-and-scenario-planning (1), First American Payment Processing in embedded-payments-platforms (1), Fiscozen in global-e-invoicing-compliance (1), Fiserv Carat in payment-orchestration-platforms (1), FixAssets in fixed-asset-accounting (1), Fixed Asset Cloud (by Bloomberg Tax) in fixed-asset-accounting (1), Flair Analytics in financial-consolidation (1), FloCash in cash-flow-forecasting (1), FloQast Treasury in treasury-management-systems (1), Float Finance in cash-flow-forecasting (1), FlowCast in cash-flow-forecasting (1), FlowJam in entity-management (1), Flowlu in professional-services-automation (1), Flynote in financial-reporting-and-dashboards (1), Flywheel in financial-reporting-and-dashboards (1), Flyyer in ai-accounting-assistants (1), Fondo in corporate-tax-provision (1), Foresight & Capstone Partners in telecom-expense-management (1), Foresight Systems in telecom-expense-management (1), Foundersuite in board-and-investor-reporting (1), FreightCenter in treasury-management-systems (1), Frog Accounting in revenue-recognition (1), Function Point in professional-services-automation (1), Fundo in b2b-bnpl-and-net-terms (1), Future Directors - Governance Lite in board-portals (1), GA4 with Looker Studio in saas-metrics-and-analytics (1), GEP's procurement suite in supplier-management (1), GHG Protocol Free Tools in esg-and-carbon-reporting (1), GHO in stablecoin-platforms (1), GRI-ESG KPI Tracker in esg-and-carbon-reporting (1), Generic Spreadsheet-Based "Solutions" (Excel/Google Sheets Workarounds) in revenue-recognition (1), Generic bank bill pay in business-bill-pay (1), Gensym in fixed-asset-accounting (1), Genuity IT Admin Suite in telecom-expense-management (1), Giddh in global-e-invoicing-compliance (1), Gig Wage in contractor-payments (1), Gilded in crypto-accounting (1), Gleacher in sec-and-disclosure-reporting (1), Glew in financial-reporting-and-dashboards (1), Global Database Risk Intelligence (GDRI) in b2b-credit-management (1), Global Payments Inc. in b2b-payment-acceptance (1), Globality in strategic-sourcing (1), Globalization Partners in entity-management (1), GoBatch in b2b-payment-acceptance (1), GoClimate in esg-and-carbon-reporting (1), GoDocly in transfer-pricing (1), GoGenuity (Genuity) in telecom-expense-management (1), GoPerfect in strategic-sourcing (1), GoTo / GoTo Connect in telecom-expense-management (1), Goldfinch in stablecoin-platforms (1), Google in internal-controls-and-sox (1), Google Ads in financial-reporting-and-dashboards (1), Google Docs and Google Sheets in board-and-investor-reporting (1), Google Sheets or Excel with add-ons in fpa-platforms (1), Gotransverse in global-e-invoicing-compliance (1), Governance in board-portals (1), Grainger Industrial in b2b-bnpl-and-net-terms (1), Grasshopper Innovator Business Checking in business-banking (1), Green Data Group in global-e-invoicing-compliance (1), Green Project in esg-and-carbon-reporting (1), Green Project Technologies in esg-and-carbon-reporting (1), Gresham Tech in account-reconciliation (1), Guideflow Blog in cash-flow-forecasting (1), Guideflow's 15 best AML software tools in aml-and-transaction-monitoring (1), Gusto Bill Pay (powered by Melio) in business-bill-pay (1), Gusto Embedded in contractor-payments (1), Gusto Global in cross-border-payments-and-fx (1), HSBC Commercial Card in corporate-cards (1), HSBC UAE in cross-border-payments-and-fx (1), Heartland in b2b-payment-acceptance (1), Heartland in embedded-payments-platforms (1), Heartland Payment Systems in b2b-payment-acceptance (1), Heimdal in corporate-performance-management (1), Hit-Online (or Banqup) in global-e-invoicing-compliance (1), HitPay in embedded-payments-platforms (1), Hiveage in global-e-invoicing-compliance (1), Holded in global-e-invoicing-compliance (1), HubSpot All-in-One Suite in corporate-performance-management (1), Hurdlr in expense-management (1), IPQS in ecommerce-fraud-prevention (1), IRS IRIS in contractor-payments (1), Ideagen Disclose in sec-and-disclosure-reporting (1), Ideagen Huddle in board-and-investor-reporting (1), Ideal in board-portals (1), Inc Authority in entity-management (1), Incorp in entity-management (1), Inform Direct in entity-management (1), Insightly in financial-close-management (1), InstantEDGAR™ in sec-and-disclosure-reporting (1), IntegriBill in telecom-expense-management (1), Interco.ai in transfer-pricing (1), Intrapricing in transfer-pricing (1), Intuit in ai-accounting-assistants (1), Intuit in revenue-recognition (1), Intuit (QuickBooks) in ai-accounting-assistants (1), Intuit Intelligence in ai-accounting-assistants (1), Intuit ProConnect AI in corporate-tax-provision (1), Intuit ProConnect or Lacerte in corporate-tax-provision (1), Intuit QuickBooks Bill Pay in business-bill-pay (1), Inventive AI in strategic-sourcing (1), Investor relations software from SourceForge in board-and-investor-reporting (1), Invograb in global-e-invoicing-compliance (1), Invoice Butler in accounts-receivable-automation (1), Invoice Expert in invoicing-software (1), InvoiceEU in global-e-invoicing-compliance (1), InvoiceOcean in global-e-invoicing-compliance (1), Iris Finance in financial-modeling-and-scenario-planning (1), Iron Finance's TITAN in stablecoin-platforms (1), J.P.Morgan Workplace Solutions in cap-table-management (1), JAX in ai-accounting-assistants (1), Joist in contractor-payments (1), Joist Payments in contractor-payments (1), Jupid in ai-accounting-assistants (1), Justworks Payroll in contractor-payments (1), KPMG TPAD in transfer-pricing (1), KPMG Transfer Pricing in transfer-pricing (1), Kafene in b2b-bnpl-and-net-terms (1), Kainos in treasury-management-systems (1), KarbunWise in esg-and-carbon-reporting (1), Katana Cloud Manufacturing in erp-systems (1), Katapult in supplier-management (1), Keboola in financial-consolidation (1), Keen IO in saas-metrics-and-analytics (1), Key, Huntington, and other established regional banks in business-banking (1), Kintana in fpa-platforms (1), Klarna's Pay in 4 in b2b-bnpl-and-net-terms (1), Kloutit in chargeback-management (1), Knowify in contractor-payments (1), Kodo in saas-metrics-and-analytics (1), Kompass in strategic-sourcing (1), Koofr in virtual-data-rooms (1), Kredete in stablecoin-platforms (1), Kruze Consulting in corporate-tax-provision (1), KryptoTax in crypto-accounting (1), Kurv in b2b-payment-acceptance (1), Lacerte Tax in corporate-tax-provision (1), Lano in contractor-payments (1), Leaders Merchant Services in b2b-payment-acceptance (1), LeaseLens in lease-accounting (1), LeaseQuery Essential in lease-accounting (1), LeaseQuery LeaseGuru in lease-accounting (1), LeaseRocket in lease-accounting (1), LeaseTrack in lease-accounting (1), Leasesoft in lease-accounting (1), Leasify in lease-accounting (1), Ledger Analytics in crypto-accounting (1), LedgerGuru in account-reconciliation (1), LedgerPrime / CreditSafe Apps in b2b-credit-management (1), LedgerSync in fixed-asset-accounting (1), Ledgerly Starter in financial-close-management (1), Legacy Standalone AngelList in cap-table-management (1), Legal Entity Management Software in entity-management (1), LegalZoom Business Center in entity-management (1), Lemon in expense-management (1), LendUp in business-banking (1), Less Annoying CRM in financial-close-management (1), Levers in b2b-credit-management (1), Lido in accounts-payable-automation (1), Linea in stablecoin-platforms (1), LinkedIn Campaign Manager in financial-reporting-and-dashboards (1), Longview Tax by insightsoftware in corporate-tax-provision (1), Loomio in board-and-investor-reporting (1), Loomio in board-portals (1), Loopio Foundations in strategic-sourcing (1), Luzmo in financial-reporting-and-dashboards (1), Magnetic in professional-services-automation (1), Maker's Row in strategic-sourcing (1), Mamo Pay in embedded-payments-platforms (1), Manta Network (Instant USD) in stablecoin-platforms (1), Manual Excel Spreadsheets in cash-flow-forecasting (1), Manual Spreadsheet Consolidation (Excel/Google Sheets) in financial-consolidation (1), Manual spreadsheets for provisions in corporate-tax-provision (1), MapleSim in financial-modeling-and-scenario-planning (1), Marble in aml-and-transaction-monitoring (1), MasdarPro in strategic-sourcing (1), Masset in crypto-accounting (1), MasterTax (eScribe) in transfer-pricing (1), Mastercard Identity 360 in ecommerce-fraud-prevention (1), Mastercard Identity Check (formerly Ekata) in ecommerce-fraud-prevention (1), Mastercard Identity Review 360 formerly Ekata in ecommerce-fraud-prevention (1), Maverick Payments in b2b-payment-acceptance (1), Measure in saas-metrics-and-analytics (1), Meld in payment-orchestration-platforms (1), Melio's free tier in business-bill-pay (1), Mercado Pago in merchants-of-record (1), MerchNow in merchants-of-record (1), Mercury Bank in business-banking (1), Mercury IO Card in corporate-cards (1), Mercury Spend in spend-management-platforms (1), Mercury's free generator in global-e-invoicing-compliance (1), Meta Ads Manager in financial-reporting-and-dashboards (1), Metabase Cloud in financial-reporting-and-dashboards (1), Metal in board-and-investor-reporting (1), Method Pay in cash-application (1), Microsoft Dynamics 365 BCP in supplier-management (1), Microsoft Excel Fixed Asset Templates in fixed-asset-accounting (1), Microsoft Lists in internal-controls-and-sox (1), Microsoft Power Apps in strategic-sourcing (1), Microsoft Project Operations / Dynamics 365 in professional-services-automation (1), Microsoft SharePoint in board-portals (1), Microsoft SharePoint/Teams in internal-controls-and-sox (1), Mindbody in embedded-payments-platforms (1), Mobalytics in telecom-expense-management (1), Model Reef in financial-consolidation (1), Module Revenue Recognition in revenue-recognition (1), Moniflow Super Flow Treasury in treasury-management-systems (1), Moonpay in stablecoin-platforms (1), Morgan Stanley’s Shareworks in cap-table-management (1), Mosaic Data Science in cash-flow-forecasting (1), Motive ESG Free Resources in esg-and-carbon-reporting (1), Moxo in supplier-management (1), My Board View (Societ) in board-portals (1), My Telecom Expenses (by Tempest) in telecom-expense-management (1), MyCase in entity-management (1), MyFacture in global-e-invoicing-compliance (1), MyInvois (Malaysia’s national e‑invoicing system) in global-e-invoicing-compliance (1), N-able in professional-services-automation (1), NASAA in sec-and-disclosure-reporting (1), NBKC Bank Free Business Checking Account in business-banking (1), NICE Actimize Xceed in aml-and-transaction-monitoring (1), Nasdaq Directors Desk in board-portals (1), Neat in expense-management (1), NegoCloud in strategic-sourcing (1), Net Terms Inc. in b2b-bnpl-and-net-terms (1), NetLessor / NetLease (by Netgain) in lease-accounting (1), NetNada in esg-and-carbon-reporting (1), NetSuite Advanced Modules in accounts-payable-automation (1), NetSuite Automated Cash Application in cash-application (1), NetSuite Cash Application in cash-application (1), NetSuite Tax Provision in corporate-tax-provision (1), NetSuite manufacturing modules in supplier-management (1), NetSuite’s Rebate Management SuiteApp / Bundles in rebate-management (1), Netbilling in payment-orchestration-platforms (1), Neteller in contractor-payments (1), Netgain NetClose in financial-close-management (1), Netsuite Compliance in internal-controls-and-sox (1), Netwrix Strongpoint in internal-controls-and-sox (1), Newegg Business in b2b-bnpl-and-net-terms (1), Nex in supplier-management (1), Nexi in payment-orchestration-platforms (1), Next Logistics in treasury-management-systems (1), Nimbleboard in board-and-investor-reporting (1), NoChex in chargeback-management (1), NoXX (NoXX.ai) in strategic-sourcing (1), Nolo in entity-management (1), North One in business-banking (1), North's Embedded Checkout in embedded-payments-platforms (1), North.com in b2b-payment-acceptance (1), Northwest in entity-management (1), Nubimetrics in global-e-invoicing-compliance (1), Numeric.io in financial-close-management (1), Nuvee in embedded-payments-platforms (1), Nuvoa in board-portals (1), OECD iLibrary in transfer-pricing (1), OFAC in aml-and-transaction-monitoring (1), OFX for Business in cross-border-payments-and-fx (1), ONESOURCE Tax Provision Starter Edition in corporate-tax-provision (1), Ocean Treasury in treasury-management-systems (1), Oculus/PrismPay in b2b-payment-acceptance (1), Omni in saas-metrics-and-analytics (1), OmniGraffle (macOS desktop) in financial-modeling-and-scenario-planning (1), Omniful in treasury-management-systems (1), Onboard.io / Legalmetrics in entity-management (1), OneDeskRoom in virtual-data-rooms (1), OneSource Income Tax Provision in corporate-tax-provision (1), OneSource Intacct in financial-reporting-and-dashboards (1), Onehub Data Room Edition in virtual-data-rooms (1), Onro in treasury-management-systems (1), OpenAir in professional-services-automation (1), OpenPayr in b2b-bnpl-and-net-terms (1), OpenText Sourcing in strategic-sourcing (1), Openboxes in supplier-management (1), Optivolt Billing in telecom-expense-management (1), Oracle Cloud in accounts-payable-automation (1), Oracle Cloud in cash-flow-forecasting (1), Oracle EPRCS in sec-and-disclosure-reporting (1), Oracle Financial Consolidation and Close Cloud in financial-close-management (1), Oracle Financial Services Analytics in aml-and-transaction-monitoring (1), Oracle Financial Services Crime & Compliance Management in aml-and-transaction-monitoring (1), Oracle NetSuite AR in b2b-credit-management (1), Oracle NetSuite EPM in corporate-performance-management (1), Oracle NetSuite Reconciliation in account-reconciliation (1), Oracle Sourcing in strategic-sourcing (1), Oracle Taxation / Oracle ERP Cloud (Global TP) in transfer-pricing (1), Oracle-based enterprise planning tools / legacy enterprise suites in corporate-performance-management (1), Orain in global-e-invoicing-compliance (1), Orbis / TP Catalyst by Bureau van Dijk in transfer-pricing (1), Outdated Bank Portals in cap-table-management (1), PB Payments in embedded-payments-platforms (1), PNC Cash Flow Insight® in cash-flow-forecasting (1), PNC Merchant Services in b2b-payment-acceptance (1), PSA by Canam Systems (Restoration-focused) in professional-services-automation (1), PTPowerPlan Tax Provision in corporate-tax-provision (1), PacketLedger in supplier-management (1), Panaxea in global-e-invoicing-compliance (1), Panorama in board-and-investor-reporting (1), Parago in rebate-management (1), Passport in merchants-of-record (1), PayFacLite in embedded-payments-platforms (1), PayPal Credit / PayPal Pay in 4 (B2B) in b2b-bnpl-and-net-terms (1), PayPal Pay In 4 in b2b-bnpl-and-net-terms (1), PayPal Risk Manager in ecommerce-fraud-prevention (1), PayPal Seller Protection in ecommerce-fraud-prevention (1), PayPal's built-in seller protection in ecommerce-fraud-prevention (1), PayPal’s Dispute Center in chargeback-management (1), PayPal’s new orchestration in payment-orchestration-platforms (1), PayTabs in payment-orchestration-platforms (1), PayTraQer in cash-application (1), Payment Nerds in payment-orchestration-platforms (1), Pega in financial-modeling-and-scenario-planning (1), Penny Software in strategic-sourcing (1), Peppol in global-e-invoicing-compliance (1), Peppolio in global-e-invoicing-compliance (1), Personal Google Drive in internal-controls-and-sox (1), Personal Venmo in b2b-payment-acceptance (1), Piermont Bank in business-banking (1), Plaid Transfer in embedded-payments-platforms (1), Planet Tracker in esg-and-carbon-reporting (1), Planmark in esg-and-carbon-reporting (1), Polar Analytics in financial-reporting-and-dashboards (1), PortPro in treasury-management-systems (1), Porter Capital in b2b-bnpl-and-net-terms (1), PowerTools for Fixed Assets (by Thomson Reuters) in fixed-asset-accounting (1), Predflow in accounts-receivable-automation (1), Predict360 in internal-controls-and-sox (1), Prepaid Business Cards in corporate-cards (1), Presel in strategic-sourcing (1), PriceWise in rebate-management (1), Primavera in corporate-performance-management (1), Priority Payment Systems (Priority Technology Holdings) in b2b-payment-acceptance (1), ProConnect / other lighter tax platforms in corporate-tax-provision (1), ProConnect Tax in corporate-tax-provision (1), ProConnect Tax Online in corporate-tax-provision (1), ProSeries in corporate-tax-provision (1), ProcIndex in procure-to-pay (1), Procee in procure-to-pay (1), ProcessMaker in financial-modeling-and-scenario-planning (1), Procurex in supplier-management (1), Profit Frog in financial-modeling-and-scenario-planning (1), Profit.co in corporate-performance-management (1), Projector PSA in erp-systems (1), PromoCode in rebate-management (1), PromotionHub in rebate-management (1), Proposable in strategic-sourcing (1), Protecht Group in internal-controls-and-sox (1), Pulse AI in corporate-performance-management (1), Purchasing Cards (P-Cards) in corporate-cards (1), PwC Transfer Pricing Services in transfer-pricing (1), Pymetrics in strategic-sourcing (1), QIMA in strategic-sourcing (1), QTPA in transfer-pricing (1), Qcommission in rebate-management (1), QlikSense in saas-metrics-and-analytics (1), QorusDocs/Iris in strategic-sourcing (1), Quadient A/R/YayPay in cash-application (1), QuickBooks Accounting AI in ai-accounting-assistants (1), QuickBooks Advanced Fixed Asset Manager in fixed-asset-accounting (1), QuickBooks Cash Flow in treasury-management-systems (1), QuickBooks Contractor in contractor-payments (1), QuickBooks Crypto in crypto-accounting (1), QuickBooks Desktop Enterprise or QuickBooks Online Advanced in erp-systems (1), QuickBooks Desktop Premier/Enterprise in fixed-asset-accounting (1), QuickBooks Expense in expense-management (1), QuickBooks Expert Business Tax (powered by TurboTax) in corporate-tax-provision (1), QuickBooks Fixed Assets in fixed-asset-accounting (1), QuickBooks GoPayment in b2b-payment-acceptance (1), QuickBooks Online Advanced Fixed Asset Manager in fixed-asset-accounting (1), QuickBooks Online Advanced with consolidation add-ons in financial-consolidation (1), QuickBooks Online Reconciliation in account-reconciliation (1), QuickBooks Online Self-Employed in expense-management (1), QuickBooks Online forecasting in cash-flow-forecasting (1), QuickBooks Online with Intuit Assist AI in ai-accounting-assistants (1), QuickBooks Online with Intuit's built-in AI agents in ai-accounting-assistants (1), QuickBooks Online's Built-In Reconciliation in account-reconciliation (1), QuickBooks Online's Cash Flow Planner in cash-flow-forecasting (1), QuickBooks Online's built-in tools in b2b-credit-management (1), QuickBooks Online’s built-in reminders in accounts-receivable-automation (1), QuickBooks Payments with automatic matching in cash-application (1), QuickBooks auto-rec in account-reconciliation (1), QuickBooks multi-company in financial-consolidation (1), QuickConsols in financial-consolidation (1), Quickbase in supplier-management (1), QuoteWerks in strategic-sourcing (1), R211 in business-bill-pay (1), RFQ.io in strategic-sourcing (1), RFXapp in strategic-sourcing (1), Radar in saas-metrics-and-analytics (1), Radar Lite in ecommerce-fraud-prevention (1), Radom in stablecoin-platforms (1), Raincatch in embedded-payments-platforms (1), Rainforest API in embedded-payments-platforms (1), Rainforest Payments in embedded-payments-platforms (1), Ramp Corporate Credit Card in corporate-cards (1), Rapid Finance in business-banking (1), Ratepay in b2b-bnpl-and-net-terms (1), RazorSign in entity-management (1), Razorpay for Platforms in embedded-payments-platforms (1), RealPage in accounting-software (1), Rebate Engine in rebate-management (1), Rebate Inferno in rebate-management (1), Rebate-IQ in rebate-management (1), RebateLedger in rebate-management (1), Rebates by Rebb in rebate-management (1), Rebillion in rebate-management (1), Reconcile.ly in account-reconciliation (1), Reconcilr in cash-application (1), RedBlock AI in ecommerce-fraud-prevention (1), Refinitiv World-Check One in aml-and-transaction-monitoring (1), RegTechONE in aml-and-transaction-monitoring (1), Regions in business-banking (1), Resolve Finance in b2b-bnpl-and-net-terms (1), RetellAI in accounts-receivable-automation (1), RevLock in revenue-recognition (1), Revova in saas-metrics-and-analytics (1), Rhino in stablecoin-platforms (1), Rho's card with Daily Terms in corporate-cards (1), Ripple Payments in stablecoin-platforms (1), Rippling Spend Corporate Card in corporate-cards (1), Risk Manager in ecommerce-fraud-prevention (1), Rival in strategic-sourcing (1), Rocket Lawyer in entity-management (1), Rocket Matter in professional-services-automation (1), Rotki in crypto-accounting (1), Route4Me in treasury-management-systems (1), Rubix in b2b-credit-management (1), Runn.io in professional-services-automation (1), S&P Capital IQ in financial-modeling-and-scenario-planning (1), SAM.gov in procure-to-pay (1), SAP Business Network Standard account in supplier-management (1), SAP Business Objects in financial-reporting-and-dashboards (1), SAP BusinessObjects Edge BI in corporate-performance-management (1), SAP Consolidation in financial-consolidation (1), SAP FCCS in financial-close-management (1), SAP Global Transfer Pricing Suite (SAP GTS) / SAP IBP in transfer-pricing (1), SAP IBP (Integrated Business Planning) in fpa-platforms (1), SAP IBP / SAP enterprise planning tools in supplier-management (1), SAP S/4HANA Cloud for Professional Services in professional-services-automation (1), SAP S/4HANA Private Edition in erp-systems (1), SAP Transfer Pricing in transfer-pricing (1), SAP advanced profitability/performance tools in corporate-performance-management (1), SAP enterprise planning / ERP-centered suites in corporate-performance-management (1), SAS Business Intelligence in financial-reporting-and-dashboards (1), SBGA in b2b-bnpl-and-net-terms (1), SEC EDGAR in sec-and-disclosure-reporting (1), SEC EDGAR directly in sec-and-disclosure-reporting (1), SEC's EDGAR Gateway in sec-and-disclosure-reporting (1), SEI Network in stablecoin-platforms (1), SME Climate Hub Business Carbon Calculator (Powered by Normative) in esg-and-carbon-reporting (1), SME Climate Hub Calculators in esg-and-carbon-reporting (1), SSB Bank in business-banking (1), SVB cards in corporate-cards (1), SVB successors in stablecoin-platforms (1), Sablier in stablecoin-platforms (1), Safe in stablecoin-platforms (1), Sage 300cloud in fixed-asset-accounting (1), Sage Earth (formerly Spherics) in esg-and-carbon-reporting (1), Sage Elmo in corporate-performance-management (1), Sage Intacct AR modules in accounts-receivable-automation (1), Sage Intacct Cash Management in treasury-management-systems (1), Sage's CashAnalytics in cash-application (1), SailPoint in internal-controls-and-sox (1), Sakon TEM in telecom-expense-management (1), Sakon Telecom Expense Management (TEM) in telecom-expense-management (1), Salesforce Analytics in saas-metrics-and-analytics (1), Salesforce Manufacturing Cloud in rebate-management (1), Salesforce Sales Performance Management in corporate-performance-management (1), Salesforce solutions in rebate-management (1), Salesforce's rebate offering in rebate-management (1), SanctScan in aml-and-transaction-monitoring (1), Sanso in accounts-payable-automation (1), SaturnShift in stablecoin-platforms (1), Saviynt in internal-controls-and-sox (1), Sax Accounting in ai-accounting-assistants (1), Scale Funding in b2b-bnpl-and-net-terms (1), SecureDocs Virtual Data Room in virtual-data-rooms (1), Seek Capital in b2b-bnpl-and-net-terms (1), SeekOut Recruit Core in strategic-sourcing (1), SegmentStream in financial-reporting-and-dashboards (1), Senseible in esg-and-carbon-reporting (1), Sentinels in aml-and-transaction-monitoring (1), Serenity in crypto-accounting (1), Setyl in telecom-expense-management (1), SheetWorks in entity-management (1), Shieldtix in ecommerce-fraud-prevention (1), Shift4 in cash-application (1), ShipHero in treasury-management-systems (1), ShipperGuide TMS in treasury-management-systems (1), Shop Pay Installments in b2b-bnpl-and-net-terms (1), Shopify Dispute Manager in chargeback-management (1), Shopify risk filters in ecommerce-fraud-prevention (1), Shopify's built-in fraud analysis in ecommerce-fraud-prevention (1), Shopify's chargeback management software in chargeback-management (1), Sigma Voice in telecom-expense-management (1), Signifii in ecommerce-fraud-prevention (1), Simba Tax in sales-tax-automation (1), Simple Fixed Assets in fixed-asset-accounting (1), SimpleTek in telecom-expense-management (1), Simpler in entity-management (1), SimplyVAT in global-e-invoicing-compliance (1), SingleFile in entity-management (1), Sireev in global-e-invoicing-compliance (1), SlickPie in financial-reporting-and-dashboards (1), Slides/PowerPoint in board-and-investor-reporting (1), Slope.io in b2b-bnpl-and-net-terms (1), SmartConcil in account-reconciliation (1), SmartHubs MicroGRC in internal-controls-and-sox (1), Smartcat in treasury-management-systems (1), Snookr in strategic-sourcing (1), SoftLedger Fixed Assets in fixed-asset-accounting (1), Softeligent in telecom-expense-management (1), Softexpert in supplier-management (1), Software Advice’s SMB-focused options in revenue-recognition (1), Solvay in internal-controls-and-sox (1), SonderMind in telecom-expense-management (1), Sourcing.io in strategic-sourcing (1), Spenmo in contractor-payments (1), Sphinx HQ in aml-and-transaction-monitoring (1), Spiceworks in fixed-asset-accounting (1), Spiff in rebate-management (1), Spire in cap-table-management (1), SpotOn in b2b-payment-acceptance (1), SpreadSimple in corporate-performance-management (1), Spreadsheet-based control documentation and tracking in internal-controls-and-sox (1), Spreadsheet-based reconciliation (Excel/Google Sheets) in account-reconciliation (1), Spreadsheets or basic calculators in lease-accounting (1), Square Capital in business-banking (1), Square Checking & Square Savings in business-banking (1), Square Web Payments SDK in embedded-payments-platforms (1), Square disputes in chargeback-management (1), Square for Contractors in contractor-payments (1), Square's ML in chargeback-management (1), SquareUp (Square) in business-banking (1), Stably in stablecoin-platforms (1), Standalone Spreadsheets (Excel/Google Sheets) in accounting-software (1), Standard Personal PayPal in cross-border-payments-and-fx (1), Standard QuickBooks Online in revenue-recognition (1), Standardized Excel Templates + External CPA Review in corporate-tax-provision (1), Staples Business Direct in b2b-bnpl-and-net-terms (1), State Street in stablecoin-platforms (1), Stearns Bank in business-banking (1), Stessa in lease-accounting (1), Stream (formerly Taxify) in sales-tax-automation (1), Streamlined in cash-application (1), Stripe Billing's built-in analytics in saas-metrics-and-analytics (1), Stripe Cash Application in cash-application (1), Stripe Dashboard in saas-metrics-and-analytics (1), Stripe Dispute Management in chargeback-management (1), Stripe Stablecoin in stablecoin-platforms (1), Stripe's built-in analytics in saas-metrics-and-analytics (1), Stripe's native dispute dashboard in chargeback-management (1), Stripe's own Revenue Recognition tool in revenue-recognition (1), Stripe-based bill pay tools in business-bill-pay (1), Stripe’s dispute prevention tools in chargeback-management (1), StudioSite in professional-services-automation (1), Sublead in revenue-recognition (1), SuiteProjects / NetSuite OpenAir in professional-services-automation (1), SumUp in embedded-payments-platforms (1), SumUp B2B in payment-orchestration-platforms (1), Summa Office Supplies in b2b-bnpl-and-net-terms (1), SuperOps.ai in professional-services-automation (1), Superdocu in supplier-management (1), Superfluid in stablecoin-platforms (1), Supernomial's t0 in transfer-pricing (1), Suvit in ai-accounting-assistants (1), Switch ESG Platform in esg-and-carbon-reporting (1), Swyft Filings in entity-management (1), SyncDay in transfer-pricing (1), Synchrony Financial in business-banking (1), Syncpoint Systems in cash-application (1), TELCLOUD (Telco Bill Center) in telecom-expense-management (1), TNTaxProvision.net in corporate-tax-provision (1), TRAK Communications in telecom-expense-management (1), Tabit in b2b-bnpl-and-net-terms (1), Taito.ai in corporate-performance-management (1), Talentia International in transfer-pricing (1), Tallyfy in cash-application (1), Tangoe Telecom Expense Management in telecom-expense-management (1), Tanso in esg-and-carbon-reporting (1), Tao Climate Scope in esg-and-carbon-reporting (1), TaxNetSoft in corporate-tax-provision (1), Taxino in global-e-invoicing-compliance (1), TeamMate+ Audit Essentials in internal-controls-and-sox (1), Teams/SharePoint in board-portals (1), Teamwork.com PSA in professional-services-automation (1), TechRepublic in account-reconciliation (1), Telesoft in telecom-expense-management (1), Telgoo5 in telecom-expense-management (1), Telnyx in telecom-expense-management (1), Temponomy in telecom-expense-management (1), The 13-Week Cash Flow Spreadsheet in cash-flow-forecasting (1), The CFO Club's top 10 AML compliance software in aml-and-transaction-monitoring (1), The Company "Chargeback" in chargeback-management (1), The EY Transfer Pricing Engine in transfer-pricing (1), The KYB in aml-and-transaction-monitoring (1), ThingsMobile in telecom-expense-management (1), Thomson Reuters ONESOURCE Micro in corporate-tax-provision (1), Thomson Reuters Workspace Corporation Tax in corporate-tax-provision (1), ThreatMetrix in ecommerce-fraud-prevention (1), Thrive in merchants-of-record (1), Tie in telecom-expense-management (1), Tiller Money in financial-reporting-and-dashboards (1), TimePayment in b2b-bnpl-and-net-terms (1), Toast in embedded-payments-platforms (1), Token of Trust in ecommerce-fraud-prevention (1), TokenMetrics in crypto-accounting (1), Toppan Merrill SOX Automation in internal-controls-and-sox (1), TorFX in cross-border-payments-and-fx (1), Traction in telecom-expense-management (1), Tradewheel in supplier-management (1), Traditional Bank SWIFT Wire Transfers in cross-border-payments-and-fx (1), Traditional bank ACH in b2b-payment-acceptance (1), Transfer Online in cap-table-management (1), Transfer Pricing Documenter™ - Tax.com in transfer-pricing (1), TransferPricing.us in transfer-pricing (1), TransferPricingAsia in transfer-pricing (1), TreasurySpring in treasury-management-systems (1), TreviPay Pay by Invoice in b2b-bnpl-and-net-terms (1), Treyd in b2b-bnpl-and-net-terms (1), Tribble in strategic-sourcing (1), Trica in cap-table-management (1), Trimly in financial-close-management (1), Tripbizz in corporate-travel-management (1), Triple‑A in stablecoin-platforms (1), TriumphPay in b2b-bnpl-and-net-terms (1), Troop Messenger / Microsoft 365 in financial-consolidation (1), Truckstop.com in treasury-management-systems (1), Tugboat Logic in internal-controls-and-sox (1), TurboTax Live Full Service Business in corporate-tax-provision (1), U.S. Bank Bill Pay for Business in business-bill-pay (1), U.S. Bank Business Credit Cards in corporate-cards (1), U.S. Bank Cash Flow Tool in cash-flow-forecasting (1), U.S. Bank Spend Management in corporate-cards (1), UBS Preferred Visa Signature in corporate-cards (1), USYC/BUIDL in stablecoin-platforms (1), UltraTax AI in corporate-tax-provision (1), Unmanaged Excel/CSV files in cap-table-management (1), Unravel Carbon in esg-and-carbon-reporting (1), Updapt in esg-and-carbon-reporting (1), Uplift in corporate-cards (1), Useme in contractor-payments (1), V-Trust in strategic-sourcing (1), VAT Filer in global-e-invoicing-compliance (1), Vega Equity in cap-table-management (1), VendorPanel in strategic-sourcing (1), Vendorica in supplier-management (1), Venture Business in corporate-cards (1), Venture X Business in corporate-cards (1), Verizon Business TEM Services in telecom-expense-management (1), Vertex E‑Invoicing in global-e-invoicing-compliance (1), Vestberry in board-and-investor-reporting (1), Vibato Internal Control Suite Foundation in internal-controls-and-sox (1), ViiBE by Viirtue in telecom-expense-management (1), Vimcal/Mosaic in fpa-platforms (1), Vindicia in payment-orchestration-platforms (1), Virgin Money M Business in business-banking (1), VirsaTel in telecom-expense-management (1), Visa Advanced Authorization in ecommerce-fraud-prevention (1), Visa Compelling Evidence 3.0 / CE 3.0 in chargeback-management (1), Visage Mobile's MobilityCentral in telecom-expense-management (1), VividSights in revenue-recognition (1), Volopay in spend-management-platforms (1), Voltra in global-e-invoicing-compliance (1), Vorex in professional-services-automation (1), Wafeq in global-e-invoicing-compliance (1), Wanderlay in corporate-travel-management (1), Wanderlog in corporate-travel-management (1), Wasp Asset in fixed-asset-accounting (1), Wave Expenses in expense-management (1), Wavenet in telecom-expense-management (1), Wego Business in corporate-travel-management (1), WellsFargo in business-banking (1), Weproc in supplier-management (1), WhaleBooks in crypto-accounting (1), Wholesale Central in strategic-sourcing (1), Wio in business-banking (1), Wireless Watchdogs in telecom-expense-management (1), Wise BatchTransfer in contractor-payments (1), Wisetack in b2b-bnpl-and-net-terms (1), WizCommerce in b2b-payment-acceptance (1), Wolters Kluware in corporate-tax-provision (1), Wolters Kluwer CCH Worldwide Transfer Pricing Documenter in transfer-pricing (1), Wolters Kluwer ONESOURCE Tax Provision in corporate-tax-provision (1), Wonnda in procure-to-pay (1), WooCommerce in ecommerce-fraud-prevention (1), WooCommerce Anti-Fraud Protection in ecommerce-fraud-prevention (1), Workday Expenses in spend-management-platforms (1), Workday HCM in strategic-sourcing (1), Workday Rev Rec in revenue-recognition (1), WorkflowMax in professional-services-automation (1), WorthIT in fixed-asset-accounting (1), XPO Logistics in treasury-management-systems (1), Xero AP automation in accounts-payable-automation (1), Xero Advisor / Intuit in financial-close-management (1), Xero Built-In Forecasting in cash-flow-forecasting (1), Xero Growing in invoicing-software (1), Xero Growing + JAX in account-reconciliation (1), Xero HQ in financial-consolidation (1), Xero Money / Payment Requests in business-bill-pay (1), Xero Plan in financial-modeling-and-scenario-planning (1), Xero invoicing in global-e-invoicing-compliance (1), Xero with Analytics Plus in ai-accounting-assistants (1), Xero with Just Ask Xero (JAX) in ai-accounting-assistants (1), Xero's Built-In Fixed Assets in fixed-asset-accounting (1), Xero's fixed assets register in fixed-asset-accounting (1), XeroForce in ai-accounting-assistants (1), Xero’s Smart Bank Reconciliation in cash-application (1), Y Combinator Cap Table Template in cap-table-management (1), Y‑ou in invoicing-software (1), ZOEY (by Tekton Billing) in telecom-expense-management (1), Zenwork Payments in supplier-management (1), Zeppol in global-e-invoicing-compliance (1), ZeroHash in stablecoin-platforms (1), ZeroRisk in internal-controls-and-sox (1), Zervant by Shine in global-e-invoicing-compliance (1), Ziglu in strategic-sourcing (1), Zilliant Incentives and Rebates in rebate-management (1), ZipDo/Software Advice’s Top Rebate Software in rebate-management (1), Zoho BillPay in business-bill-pay (1), Zoho Books Fixed Assets in fixed-asset-accounting (1), Zoho Books with Zoho Analytics in financial-consolidation (1), Zoho FP&A in fpa-platforms (1), Zoho Purchase Order in procure-to-pay (1), Zoho Recruit in strategic-sourcing (1), Zoho Spend in spend-management-platforms (1), Zoho Supply Chain Management in supplier-management (1), Zudoo in cash-application (1), aACE in accounting-software (1), akaunt in stablecoin-platforms (1), b2brebates (by FocalCXM) in rebate-management (1), cashwise in cash-application (1), crvUSD in stablecoin-platforms (1), eFormula in sec-and-disclosure-reporting (1), eMerchantBroker in b2b-payment-acceptance (1), eOne Solutions in financial-reporting-and-dashboards (1), eco.com in stablecoin-platforms (1), email in board-portals (1), frxUSD (formerly, FRAX) in stablecoin-platforms (1), full SAP or Oracle implementations in internal-controls-and-sox (1), iCloud in internal-controls-and-sox (1), iDeals Core in virtual-data-rooms (1), iSight in sec-and-disclosure-reporting (1), iSimplexity in telecom-expense-management (1), inFlow Inventory in procure-to-pay (1), myTransferPricing.com in transfer-pricing (1), nsKnox PaymentKnox in ecommerce-fraud-prevention (1), peppol.sh in global-e-invoicing-compliance (1), pulley.ai in cap-table-management (1), samregistration.com in procure-to-pay (1), sec-filing.com in sec-and-disclosure-reporting (1)

Excluded by rule, 10 labels not scored:

zipdo.co (2; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Gitnux (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Investor reporting software from Gitnux (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Investor reporting software from World Metrics (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), SoftwareConnect (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Worldmetrics.org (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), ZipDo Entity Management (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), ZipDo.co (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), iTechGuides’ free-plan option (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks)

Category-scoped resolutions, 1941 labels. A bare vendor name was read as that vendor's product for the asked category, which assigns specificity the model did not write; each one is listed so the assumption is visible:

QuickBooks Online in invoicing-software read as QuickBooks (49), Avalara in sales-tax-automation read as Avalara AvaTax (45), Tangoe in telecom-expense-management read as Tangoe One Telecom (33), NetSuite in erp-systems read as Oracle NetSuite (32), Datasite in virtual-data-rooms read as Datasite Diligence (29), Ramp Bill Pay in accounts-payable-automation read as Ramp (26), BILL in accounts-payable-automation read as BILL Accounts Payable (25), Diligent in board-portals read as Diligent Boards (25), Peony in virtual-data-rooms read as Peony Data Room (25), Stripe in stablecoin-platforms read as Stripe Crypto (25), Resolve in b2b-bnpl-and-net-terms read as Resolve Pay (24), Rho in treasury-management-systems read as Rho Treasury (24), Avalara in global-e-invoicing-compliance read as Avalara E-Invoicing (23), BILL in accounts-receivable-automation read as BILL Accounts Receivable (23), HighRadius in b2b-credit-management read as HighRadius Credit Cloud (23), BILL (formerly Bill.com) in accounts-payable-automation read as BILL Accounts Payable (22), Chase in business-banking read as Chase Business Banking (21), Ramp Bill Pay in business-bill-pay read as Ramp (21), Sage Intacct in revenue-recognition read as Sage Intacct Revenue Recognition (21), Stripe in embedded-payments-platforms read as Stripe Connect (20), Adyen in embedded-payments-platforms read as Adyen for Platforms (19), BlackLine in cash-application read as BlackLine Cash Application (19), Diligent in board-and-investor-reporting read as Diligent Boards (18), Exactera in transfer-pricing read as Exactera Transfer Pricing (17), QuickBooks in global-e-invoicing-compliance read as QuickBooks Online (17), Ramp in ai-accounting-assistants read as Ramp Accounting Agent (15), BILL in b2b-payment-acceptance read as BILL Accounts Receivable (14), Bill.com in b2b-payment-acceptance read as BILL Accounts Receivable (14), QuickBooks Online in fixed-asset-accounting read as QuickBooks (14), Thomson Reuters ONESOURCE in corporate-tax-provision read as Thomson Reuters ONESOURCE Tax Provision (14), BILL (formerly Bill.com) in b2b-payment-acceptance read as BILL Accounts Receivable (13), Perk in corporate-travel-management read as TravelPerk (13), Sovos in global-e-invoicing-compliance read as Sovos Compliance Network (13), Xero in cash-flow-forecasting read as Xero Cash Flow Forecasting (13), BILL (formerly Bill.com) in accounts-receivable-automation read as BILL Accounts Receivable (12), Diligent in entity-management read as Diligent Entities (12), PayPal in contractor-payments read as PayPal MassPay (12), Payoneer in contractor-payments read as Payoneer Workforce Management (12), QuickBooks Bill Pay in accounts-payable-automation read as QuickBooks (12), QuickBooks Online in accounts-payable-automation read as QuickBooks (12), Perk (formerly TravelPerk) in corporate-travel-management read as TravelPerk (11), ProfitWell in saas-metrics-and-analytics read as ProfitWell Metrics (11), BILL AP/AR in accounts-payable-automation read as BILL Accounts Payable (10), NetSuite in financial-consolidation read as Oracle NetSuite (10), NetSuite in fixed-asset-accounting read as Oracle NetSuite (10), NetSuite in revenue-recognition read as Oracle NetSuite (10), Vena Solutions in corporate-performance-management read as Vena (10), AppDeck in board-and-investor-reporting read as AppDeck Board Portal (9), Excel in financial-modeling-and-scenario-planning read as Microsoft Excel (9), Expensify in corporate-travel-management read as Expensify Travel (9), NetSuite in accounting-software read as Oracle NetSuite (9), QuickBooks in ai-accounting-assistants read as QuickBooks Online (9), SAP in treasury-management-systems read as SAP Treasury and Risk Management (9), Bill.com in accounts-payable-automation read as BILL Accounts Payable (8), Certinia in professional-services-automation read as Certinia Professional Services Cloud (8), Kissflow in supplier-management read as Kissflow Procurement (8), NetSuite in financial-reporting-and-dashboards read as Oracle NetSuite (8), ONESOURCE in corporate-tax-provision read as Thomson Reuters ONESOURCE Tax Provision (8), Oracle EPM Cloud in corporate-performance-management read as Oracle Fusion Cloud EPM (8), QuickBooks in revenue-recognition read as QuickBooks Online (8), QuickBooks Online Advanced in fixed-asset-accounting read as QuickBooks (8), SAP BPC in corporate-performance-management read as SAP BPC (8), SAP Treasury in treasury-management-systems read as SAP Treasury and Risk Management (8), Vena Solutions in fpa-platforms read as Vena (8), Zuora in revenue-recognition read as Zuora Revenue (8), AngelList in cap-table-management read as AngelList Stack (7), Aprio in board-portals read as Aprio Board Portal (7), BILL in expense-management read as BILL Spend & Expense (7), Bill.com in business-bill-pay read as BILL (7), CSC in entity-management read as CSC Entity Management (7), Centage in financial-consolidation read as Centage Planning Maestro (7), DOKKA in financial-close-management read as DOKKA Close (7), Excel in cash-flow-forecasting read as Microsoft Excel (7), Experian Business in b2b-credit-management read as Experian Business Credit Reports (7), Google Looker Studio in financial-reporting-and-dashboards read as Looker Studio (7), Longview in corporate-tax-provision read as Longview Tax (7), QuickBooks in account-reconciliation read as QuickBooks Online (7), QuickBooks Online in internal-controls-and-sox read as QuickBooks (7), SmartSuite in internal-controls-and-sox read as SmartSuite SOX Management (7), Sovos in corporate-tax-provision read as Sovos Tax Provision (7), Bill.com in accounts-receivable-automation read as BILL Accounts Receivable (6), Chargebee in revenue-recognition read as Chargebee RevRec (6), Divvy in corporate-cards read as BILL Spend & Expense (6), Excel in lease-accounting read as Microsoft Excel (6), Google Looker Studio in saas-metrics-and-analytics read as Looker Studio (6), ION in treasury-management-systems read as ION Treasury (6), Maxio in saas-metrics-and-analytics read as Maxio Metrics (6), Oracle in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (6), Oracle in corporate-performance-management read as Oracle Fusion Cloud EPM (6), Oracle EPM in corporate-performance-management read as Oracle Fusion Cloud EPM (6), QuickBooks in cash-flow-forecasting read as QuickBooks Cash Flow Planner (6), QuickBooks Online in cash-flow-forecasting read as QuickBooks Cash Flow Planner (6), SAP in fixed-asset-accounting read as SAP Asset Accounting (6), Stripe in chargeback-management read as Stripe Disputes (6), American Express in corporate-cards read as American Express Corporate Card (5), Amex in corporate-cards read as American Express Corporate Card (5), Aprio in board-and-investor-reporting read as Aprio Board Portal (5), Bill.com in contractor-payments read as BILL (5), CT Corporation in entity-management read as CT Corporation Entity Management (5), Cake in cap-table-management read as Cake Equity (5), Diligent in internal-controls-and-sox read as Diligent One Platform (5), Experian in b2b-credit-management read as Experian Business Credit Reports (5), H&R Block in corporate-tax-provision read as H&R Block Small Business (5), LogicGate in internal-controls-and-sox read as LogicGate Risk Cloud (5), NetSuite Fixed Assets in fixed-asset-accounting read as NetSuite Fixed Assets Management (5), PlaidCloud in transfer-pricing read as PlaidCloud Operational Transfer Pricing (5), ProfitWell (Paddle Metrics) in saas-metrics-and-analytics read as ProfitWell Metrics (5), Prophix in account-reconciliation read as Prophix One (5), QuickBooks in contractor-payments read as QuickBooks Contractor Payments (5), Rippling in expense-management read as Rippling Spend (5), SAP in revenue-recognition read as SAP Revenue Accounting and Reporting (5), Wave Accounting in accounting-software read as Wave (5), Workday Adaptive in fpa-platforms read as Workday Adaptive Planning (5), Adra by Trintech in account-reconciliation read as Trintech Adra (4), Adra by Trintech in financial-close-management read as Trintech Adra (4), BILL.com in business-bill-pay read as BILL (4), Bill in accounts-receivable-automation read as BILL Accounts Receivable (4), Bill.com in cash-application read as BILL (4), Bill.com in invoicing-software read as BILL (4), Bill.com in procure-to-pay read as BILL (4), Certinia (formerly FinancialForce) in professional-services-automation read as Certinia Professional Services Cloud (4), Corpay in cross-border-payments-and-fx read as Corpay Cross-Border Payments (4), DFIN in sec-and-disclosure-reporting read as DFIN ActiveDisclosure (4), DiliTrust Governance Suite in entity-management read as DiliTrust Entity Management (4), Excel in financial-consolidation read as Microsoft Excel (4), Nakisa in lease-accounting read as Nakisa Lease Administration (4), NetSuite in account-reconciliation read as Oracle NetSuite (4), ONESOURCE in transfer-pricing read as ONESOURCE Transfer Pricing (4), Oracle in treasury-management-systems read as Oracle Treasury (4), Oracle Cloud EPM Tax Reporting in corporate-tax-provision read as Oracle Tax Reporting (4), QuickBooks in corporate-tax-provision read as QuickBooks Online (4), QuickBooks Enterprise in financial-reporting-and-dashboards read as QuickBooks Online (4), Rippling in corporate-travel-management read as Rippling Travel (4), SAP in transfer-pricing read as SAP S/4HANA (4), Square in invoicing-software read as Square Invoices (4), Thomson Reuters in transfer-pricing read as Thomson Reuters ONESOURCE (4), Vena Solutions in financial-close-management read as Vena (4), Wave Accounting in account-reconciliation read as Wave (4), Wave Accounting in ai-accounting-assistants read as Wave (4), Wave Accounting in financial-reporting-and-dashboards read as Wave (4), Xero in business-bill-pay read as Xero Bills (4), vCom in telecom-expense-management read as vCom Solutions (4), BILL (Divvy) in expense-management read as BILL Spend & Expense (3), BILL AP/AR in accounts-receivable-automation read as BILL Accounts Receivable (3), BILL AP/AR in cash-application read as BILL (3), BILL Spend & Expense, formerly Divvy in corporate-cards read as BILL Spend & Expense (3), Bank of America Business Advantage in business-banking read as Bank of America (3), Bloomberg in corporate-tax-provision read as Bloomberg Tax Provision (3), Booke in ai-accounting-assistants read as Booke AI (3), Capchase in b2b-bnpl-and-net-terms read as Capchase Pay (3), Clockwork.ai in fpa-platforms read as Clockwork (3), Coupa in expense-management read as Coupa Expense Management (3), Diligent in esg-and-carbon-reporting read as Diligent ESG (3), Divvy in expense-management read as BILL Spend & Expense (3), Dynamics 365 Business Central in erp-systems read as Microsoft Dynamics 365 Business Central (3), Excel in internal-controls-and-sox read as Microsoft Excel (3), Grasshopper Bank in business-banking read as Grasshopper (3), Kissflow in procure-to-pay read as Kissflow Procurement (3), NetSuite in invoicing-software read as NetSuite SuiteBilling (3), Oracle Cloud EPM in corporate-performance-management read as Oracle Fusion Cloud EPM (3), Oracle FCCS in financial-close-management read as Oracle Financial Consolidation and Close (3), Oracle Fusion in procure-to-pay read as Oracle Fusion Cloud Procurement (3), ProfitWell (now Paddle Metrics) in saas-metrics-and-analytics read as ProfitWell Metrics (3), Prophix One in corporate-performance-management read as Prophix (3), Quadient in cash-application read as Quadient Accounts Receivable (3), QuickBooks in accounts-receivable-automation read as QuickBooks Online (3), QuickBooks in b2b-payment-acceptance read as QuickBooks Payments (3), QuickBooks Enterprise in financial-consolidation read as QuickBooks Online (3), QuickBooks Online in erp-systems read as QuickBooks (3), QuickBooks Online in expense-management read as QuickBooks Online Expenses (3), Resolve in b2b-credit-management read as Resolve Pay (3), Rippling in spend-management-platforms read as Rippling Spend (3), SAP in accounting-software read as SAP S/4HANA Finance (3), SAP in erp-systems read as SAP S/4HANA (3), Stripe in invoicing-software read as Stripe Invoicing (3), Venmo in b2b-payment-acceptance read as Venmo for Business (3), Workday in fpa-platforms read as Workday Adaptive Planning (3), Workday Adaptive in financial-modeling-and-scenario-planning read as Workday Adaptive Planning (3), Workiva in corporate-tax-provision read as Workiva Tax and Provision (3), 1688 in strategic-sourcing read as 1688.com (2), Adaptive Insights in corporate-performance-management read as Workday Adaptive Planning (2), Adaptive Insights in financial-modeling-and-scenario-planning read as Workday Adaptive Planning (2), Adaptive Insights in fpa-platforms read as Workday Adaptive Planning (2), Amex Business in corporate-cards read as American Express Corporate Card (2), Avalara (AvaTax) in sales-tax-automation read as Avalara AvaTax (2), BILL (formerly Divvy) in spend-management-platforms read as BILL Spend & Expense (2), BILL.com in b2b-payment-acceptance read as BILL Accounts Receivable (2), Bill.com in account-reconciliation read as BILL (2), Bill.com in ai-accounting-assistants read as BILL (2), Bill.com in expense-management read as BILL Spend & Expense (2), Bloomberg Tax in transfer-pricing read as Bloomberg Tax Transfer Pricing (2), Booking.com in corporate-travel-management read as Booking.com for Business (2), Certify in expense-management read as Emburse (2), Citi in corporate-cards read as Citi Commercial Cards (2), ClearPoint in board-and-investor-reporting read as ClearPoint Strategy (2), Clockwork.ai in corporate-performance-management read as Clockwork (2), CoStar in lease-accounting read as CoStar Real Estate Manager (2), Datasite (formerly Intralinks) in virtual-data-rooms read as Datasite Diligence (2), Epicor in erp-systems read as Epicor Kinetic (2), Excel in account-reconciliation read as Microsoft Excel (2), Excel in board-and-investor-reporting read as Microsoft Excel (2), Excel in financial-reporting-and-dashboards read as Microsoft Excel (2), Expedia in corporate-travel-management read as Expedia for Business (2), Fluence in financial-consolidation read as Fluence Technologies (2), GEP in strategic-sourcing read as GEP SMART (2), Gust in cap-table-management read as Gust Equity Management (2), HubSpot CRM in financial-close-management read as HubSpot (2), IBM Cognos in financial-reporting-and-dashboards read as IBM Cognos Analytics (2), Infor in erp-systems read as Infor CloudSuite (2), Kayak in corporate-travel-management read as KAYAK for Business (2), LexisNexis in aml-and-transaction-monitoring read as LexisNexis Risk Solutions (2), Microsoft Dynamics in erp-systems read as Microsoft Dynamics 365 (2), Nasdaq in board-portals read as Nasdaq Boardvantage (2), NetSuite (Oracle) in accounting-software read as Oracle NetSuite (2), Netgain in lease-accounting read as NetLease (2), Oracle in lease-accounting read as Oracle Lease Accounting (2), Oracle in procure-to-pay read as Oracle Fusion Cloud Procurement (2), Oracle ERP Cloud in erp-systems read as Oracle Fusion Cloud ERP (2), Oracle ERP Cloud (Fusion) in erp-systems read as Oracle Fusion Cloud ERP (2), Oracle FCCM in aml-and-transaction-monitoring read as Oracle Financial Crime and Compliance Management (2), Oracle FCCS in financial-consolidation read as Oracle Financial Consolidation and Close (2), PNC in business-banking read as PNC Bank (2), Patriot Software Accounting in accounting-software read as Patriot Software (2), PayPal in ecommerce-fraud-prevention read as PayPal Fraud Protection (2), PowerBI in saas-metrics-and-analytics read as Microsoft Power BI (2), Prophix in lease-accounting read as Prophix One Lease Accounting (2), Prophix One in financial-close-management read as Prophix (2), Quadient A/R (YayPay) in cash-application read as Quadient Accounts Receivable (2), Quadient AR in cash-application read as Quadient Accounts Receivable (2), Quantrix in financial-modeling-and-scenario-planning read as Quantrix Modeler (2), QuickBooks in cash-application read as QuickBooks Online (2), QuickBooks in financial-consolidation read as QuickBooks Online (2), QuickBooks in financial-reporting-and-dashboards read as QuickBooks Online (2), QuickBooks in treasury-management-systems read as QuickBooks Online (2), QuickBooks Advanced in revenue-recognition read as QuickBooks Online (2), QuickBooks Online (QBO) in cash-flow-forecasting read as QuickBooks Cash Flow Planner (2), QuickBooks Online (with Bill Pay) in accounts-payable-automation read as QuickBooks (2), QuickBooks Solopreneur in financial-reporting-and-dashboards read as QuickBooks Online (2), Resolve (Resolve Pay) in b2b-bnpl-and-net-terms read as Resolve Pay (2), Rippling in corporate-cards read as Rippling Spend (2), SAP in cash-flow-forecasting read as SAP Treasury and Risk Management (2), SAP in esg-and-carbon-reporting read as SAP Sustainability Control Tower (2), Sage in fixed-asset-accounting read as Sage Fixed Assets (2), Sage in internal-controls-and-sox read as Sage 50 (2), Salesforce in rebate-management read as Salesforce Revenue Cloud (2), ServiceNow in internal-controls-and-sox read as ServiceNow Integrated Risk Management (2), Shopify in sales-tax-automation read as Shopify Tax (2), Sigma in saas-metrics-and-analytics read as Sigma Computing (2), Square in contractor-payments read as Square Payroll (2), Stax in embedded-payments-platforms read as Stax Connect (2), Stripe (with Bridge) in stablecoin-platforms read as Stripe Crypto (2), Stripe Smart Disputes in chargeback-management read as Stripe Disputes (2), Synapse in business-banking read as Synapse Financial Technologies (2), Wave in contractor-payments read as Wave Payroll (2), Wave Accounting in expense-management read as Wave (2), Workday in erp-systems read as Workday Financial Management (2), Workday in professional-services-automation read as Workday PSA (2), Workday Adaptive in cash-flow-forecasting read as Workday Adaptive Planning (2), Workday Adaptive in financial-consolidation read as Workday Adaptive Planning (2), Worldpay in embedded-payments-platforms read as Worldpay for Platforms (2), YayPay by Quadient in b2b-credit-management read as Quadient AR (2), Zoho in account-reconciliation read as Zoho Books (2), Accruent in lease-accounting read as Accruent Lucernex (1), Acumatica in financial-consolidation read as Acumatica Cloud ERP (1), Acumatica in fixed-asset-accounting read as Acumatica Fixed Assets (1), Acumatica Cloud ERP in erp-systems read as Acumatica (1), Adaptive Insights in cash-flow-forecasting read as Workday Adaptive Planning (1), Adaptive Insights (Workday) in corporate-performance-management read as Workday Adaptive Planning (1), Adaptive Insights (Workday) in fpa-platforms read as Workday Adaptive Planning (1), Adra (Trintech) in account-reconciliation read as Trintech Adra (1), Airwallex Invoicing in invoicing-software read as Airwallex (1), Amadeus in corporate-travel-management read as Amadeus Cytric (1), American Express (e.g., Corporate Platinum) in corporate-cards read as American Express Corporate Card (1), American Express Business in corporate-cards read as American Express Corporate Card (1), American Express corporate in corporate-cards read as American Express Corporate Card (1), AngelList (Stack) in cap-table-management read as AngelList Stack (1), Angellist in cap-table-management read as AngelList Stack (1), Avalara (AvaTax + CertCapture) in sales-tax-automation read as Avalara AvaTax (1), Avalara (AvaTax + Exemption Certificate Management) in sales-tax-automation read as Avalara AvaTax (1), Avalara (Avalara Select / AvaTax) in sales-tax-automation read as Avalara AvaTax (1), Avalara (Avatax) in sales-tax-automation read as Avalara AvaTax (1), Avalara (especially AvaTax) in sales-tax-automation read as Avalara AvaTax (1), Avalara (now part of Sage) in sales-tax-automation read as Avalara AvaTax (1), Avalara E-Invoicing and Live Reporting in global-e-invoicing-compliance read as Avalara E-Invoicing (1), Axos in business-banking read as Axos Bank (1), BILL in corporate-cards read as BILL Spend & Expense (1), BILL in spend-management-platforms read as BILL Spend & Expense (1), BILL (Bill.com) in accounts-payable-automation read as BILL Accounts Payable (1), BILL (Bill.com) in b2b-payment-acceptance read as BILL Accounts Receivable (1), BILL (Divvy) in corporate-cards read as BILL Spend & Expense (1), BILL (bill.com) in b2b-payment-acceptance read as BILL Accounts Receivable (1), BILL (formerly Bill.com) in expense-management read as BILL Spend & Expense (1), BILL (formerly Bill.com, ~$45/month) in accounts-payable-automation read as BILL Accounts Payable (1), BILL AP/AR in cash-flow-forecasting read as BILL (1), BILL.com in accounts-payable-automation read as BILL Accounts Payable (1), BILL.com in accounts-receivable-automation read as BILL Accounts Receivable (1), BILL.com in cash-flow-forecasting read as BILL (1), BILL.com (now BILL) in business-bill-pay read as BILL (1), Bassets in fixed-asset-accounting read as Bassets eDepreciation (1), Bill (BILL) in b2b-payment-acceptance read as BILL Accounts Receivable (1), Bill.Com in b2b-payment-acceptance read as BILL Accounts Receivable (1), Bill.com in cash-flow-forecasting read as BILL (1), Bill.com in financial-reporting-and-dashboards read as BILL (1), Bill.com in internal-controls-and-sox read as BILL (1), Bill.com in spend-management-platforms read as BILL Spend & Expense (1), Bill.com (BILL) in accounts-payable-automation read as BILL Accounts Payable (1), Bill.com (BILL) in b2b-payment-acceptance read as BILL Accounts Receivable (1), Bill.com (BILL) in business-bill-pay read as BILL (1), Bill.com (BILL) in contractor-payments read as BILL (1), Bill.com (Spend & Expense) in internal-controls-and-sox read as BILL (1), Bill.com (now BILL) in b2b-payment-acceptance read as BILL Accounts Receivable (1), Bill.com (now BILL) in business-bill-pay read as BILL (1), Bill.com (now BILL) in global-e-invoicing-compliance read as BILL (1), Bill.com (now called BILL) in business-bill-pay read as BILL (1), Bill.com / BILL in accounts-receivable-automation read as BILL Accounts Receivable (1), Bill.com / BILL in b2b-payment-acceptance read as BILL Accounts Receivable (1), Bloomberg Tax (formerly BNA) in fixed-asset-accounting read as Bloomberg Tax Fixed Assets (1), CCH Tagetik in corporate-tax-provision read as Wolters Kluwer CCH Tagetik Tax Provision (1), CT Corporation (CTAdvantage / CT hCue) in entity-management read as CT Corporation Entity Management (1), CT Corporation (by Wolters Kluwer) in entity-management read as CT Corporation Entity Management (1), Centage (Planning Maestro) in financial-consolidation read as Centage Planning Maestro (1), Certinia (formerly FinancialForce PSA) in professional-services-automation read as Certinia Professional Services Cloud (1), Chargebee (with RevenueStory) in revenue-recognition read as Chargebee RevRec (1), Chase Business in business-banking read as Chase Business Banking (1), Cin7 Core (formerly DEAR) in erp-systems read as Cin7 (1), Cin7 Core (formerly Oscaro) in erp-systems read as Cin7 (1), Citi in business-banking read as Citibank (1), Clockwork.ai in financial-modeling-and-scenario-planning read as Clockwork (1), Datasite (Diligence) in virtual-data-rooms read as Datasite Diligence (1), Datasite (Merrill) in virtual-data-rooms read as Datasite Diligence (1), Datasite (formerly Merrill Datasite) in virtual-data-rooms read as Datasite Diligence (1), Datasite (formerly Merrill) in virtual-data-rooms read as Datasite Diligence (1), Dext Prepare in ai-accounting-assistants read as Dext (1), DiliTrust in entity-management read as DiliTrust Entity Management (1), Divvy in business-bill-pay read as BILL Spend & Expense (1), Divvy in spend-management-platforms read as BILL Spend & Expense (1), Divvy (BILL Spend & Expense) in spend-management-platforms read as BILL Spend & Expense (1), Divvy (BILL) in corporate-cards read as BILL Spend & Expense (1), Divvy (Bill.com) in spend-management-platforms read as BILL Spend & Expense (1), Divvy (by Bill.com) in corporate-cards read as BILL Spend & Expense (1), Dokka in financial-close-management read as DOKKA Close (1), EcoOnline in esg-and-carbon-reporting read as EcoOnline ESG (1), Emburse Expense Professional (formerly Certify) in expense-management read as Emburse (1), Exactera (formerly CrossBorder Solutions) in transfer-pricing read as Exactera Transfer Pricing (1), Excel in cap-table-management read as Microsoft Excel (1), Excel in entity-management read as Microsoft Excel (1), Finance Automation by Redwood in financial-close-management read as Redwood (1), Gensuite in esg-and-carbon-reporting read as Benchmark Gensuite (1), Google Gemini in ai-accounting-assistants read as Gemini (1), Google Looker Studio (formerly Data Studio) in saas-metrics-and-analytics read as Looker Studio (1), JPMorgan Chase in corporate-cards read as J.P. Morgan Commercial Cards (1), Longview in transfer-pricing read as Longview Tax (1), Lunos AI in cash-application read as Lunos (1), MRI in lease-accounting read as MRI ProLease (1), MRI Software in lease-accounting read as MRI ProLease (1), MRI Software (Lucernex) in lease-accounting read as MRI ProLease (1), Manual Spreadsheets in revenue-recognition read as Spreadsheets (1), Maxio (formerly SaaSOptics) in saas-metrics-and-analytics read as Maxio Metrics (1), Microsoft Sustainability Manager in esg-and-carbon-reporting read as Microsoft Cloud for Sustainability (1), Microsoft Visio (Desktop Version) in financial-modeling-and-scenario-planning read as Visio (1), NBKC Bank in business-banking read as NBKC (1), NetSuite in accounts-payable-automation read as Oracle NetSuite (1), NetSuite in cash-application read as Oracle NetSuite (1), NetSuite in cash-flow-forecasting read as Oracle NetSuite (1), NetSuite in financial-close-management read as Oracle NetSuite (1), NetSuite (Oracle NetSuite) in accounts-payable-automation read as Oracle NetSuite (1), NetSuite (Oracle) in erp-systems read as Oracle NetSuite (1), NetSuite (Oracle-owned) in erp-systems read as Oracle NetSuite (1), NetSuite (by Oracle) in erp-systems read as Oracle NetSuite (1), Netwrix in internal-controls-and-sox read as Netwrix Auditor (1), ONESOURCE in sales-tax-automation read as Thomson Reuters ONESOURCE (1), ONESOURCE (Thomson Reuters) in global-e-invoicing-compliance read as Thomson Reuters ONESOURCE (1), ONESOURCE (Thomson Reuters) in transfer-pricing read as ONESOURCE Transfer Pricing (1), Odoo Accounting in accounting-software read as Odoo (1), OneSource in corporate-tax-provision read as Thomson Reuters ONESOURCE Tax Provision (1), Oracle in internal-controls-and-sox read as Oracle GRC (1), Oracle in rebate-management read as Oracle Channel Revenue Management (1), Oracle Account Reconciliation Cloud Service in account-reconciliation read as Oracle Account Reconciliation Cloud (1), Oracle Cash and Treasury Management in treasury-management-systems read as Oracle Treasury (1), Oracle Cloud ERP in erp-systems read as Oracle Fusion Cloud ERP (1), Oracle EPM in financial-consolidation read as Oracle Fusion Cloud EPM (1), Oracle EPM (Hyperion / Fusion Cloud) in fpa-platforms read as Oracle Fusion Cloud EPM (1), Oracle EPM (including Oracle Fusion Cloud EPM) in corporate-performance-management read as Oracle Fusion Cloud EPM (1), Oracle EPM Cloud (Hyperion) in fpa-platforms read as Oracle Fusion Cloud EPM (1), Oracle EPM Enterprise in corporate-performance-management read as Oracle Fusion Cloud EPM (1), Oracle ERP (full suite) in erp-systems read as Oracle Fusion Cloud ERP (1), Oracle Fusion in supplier-management read as Oracle Fusion Cloud Procurement (1), Oracle Procurement Cloud in spend-management-platforms read as Oracle Fusion Cloud Procurement (1), Oracle Procurement Cloud in supplier-management read as Oracle Fusion Cloud Procurement (1), Otto in corporate-travel-management read as Otto the Agent (1), Paddle's ProfitWell Metrics in saas-metrics-and-analytics read as Paddle Retain (1), Patriot in contractor-payments read as Patriot Software (1), PayPal in invoicing-software read as PayPal Invoicing (1), Peony Free in virtual-data-rooms read as Peony Data Room (1), Perk (Formerly TravelPerk) in corporate-travel-management read as TravelPerk (1), Perk (formerly TravelBank) in corporate-travel-management read as TravelPerk (1), ProfitWell (by Paddle) in saas-metrics-and-analytics read as ProfitWell Metrics (1), ProfitWell (now Paddle Retain) in saas-metrics-and-analytics read as ProfitWell Metrics (1), ProfitWell (now Paddle) in saas-metrics-and-analytics read as ProfitWell Metrics (1), ProfitWell / Paddle Metrics in saas-metrics-and-analytics read as ProfitWell Metrics (1), ProfitWell/Paddle in saas-metrics-and-analytics read as ProfitWell Metrics (1), Prophix One in financial-consolidation read as Prophix (1), Quadient in accounts-receivable-automation read as Quadient AR (1), Quadient A/R in cash-application read as Quadient Accounts Receivable (1), Quadient Accounts Receivable in accounts-receivable-automation read as Quadient AR (1), QuickBooks in b2b-credit-management read as QuickBooks Online (1), QuickBooks in expense-management read as QuickBooks Online Expenses (1), QuickBooks in supplier-management read as QuickBooks Online (1), QuickBooks Advanced in financial-consolidation read as QuickBooks Online (1), QuickBooks Free in financial-reporting-and-dashboards read as QuickBooks Online (1), QuickBooks Online in financial-modeling-and-scenario-planning read as QuickBooks (1), QuickBooks Online (AP Features) in accounts-payable-automation read as QuickBooks (1), QuickBooks Online (Advanced + Fixed Asset add-ons like AssetAccountant) in fixed-asset-accounting read as QuickBooks (1), QuickBooks Online (Cash Flow Planner) in cash-flow-forecasting read as QuickBooks Cash Flow Planner (1), QuickBooks Online (QBO) in invoicing-software read as QuickBooks (1), QuickBooks Online (or Xero) in accounts-payable-automation read as QuickBooks (1), QuickBooks Online (with add-ons like AssetAccountant) in fixed-asset-accounting read as QuickBooks (1), QuickBooks Online Advanced in financial-modeling-and-scenario-planning read as QuickBooks (1), QuickBooks Online Advanced (Fixed Assets Module) in fixed-asset-accounting read as QuickBooks (1), QuickBooks Online Bill Pay in accounts-payable-automation read as QuickBooks (1), QuickBooks Online Essentials in invoicing-software read as QuickBooks (1), QuickBooks Online Plus in erp-systems read as QuickBooks (1), QuickBooks Online Simple Start in accounting-software read as QuickBooks Online (1), QuickBooks Online Simple Start in accounts-receivable-automation read as QuickBooks Online (1), QuickBooks Online Simple Start in ai-accounting-assistants read as QuickBooks Online (1), QuickBooks Online with Intuit Intelligence/Payments AI in ai-accounting-assistants read as QuickBooks Online with Intuit Intelligence (1), QuickBooks Simple Start in accounts-receivable-automation read as QuickBooks Online (1), QuickBooks Simple Start in invoicing-software read as QuickBooks (1), Resolve in accounts-receivable-automation read as Resolve Pay (1), Resolve (Resolve Pay) in b2b-credit-management read as Resolve Pay (1), Rise in contractor-payments read as Rise Works (1), SAP in professional-services-automation read as SAP S/4HANA (1), SAP Ariba Buying and Invoicing in procure-to-pay read as SAP Ariba (1), SAP Group Reporting in financial-consolidation read as SAP S/4HANA Finance for Group Reporting (1), SaaSOptics in saas-metrics-and-analytics read as Maxio Metrics (1), Sage Business Accounting in accounting-software read as Sage Accounting (1), Sage Intacct (with Revenue Recognition module) in revenue-recognition read as Sage Intacct Revenue Recognition (1), ServiceNow GRC in internal-controls-and-sox read as ServiceNow Integrated Risk Management (1), Shopify in ecommerce-fraud-prevention read as Shopify Fraud Analysis (1), Sovos in transfer-pricing read as Sovos Transfer Pricing (1), Sovos Compliance Cloud in global-e-invoicing-compliance read as Sovos Compliance Network (1), Stripe in corporate-cards read as Stripe Corporate Card (1), Stripe in ecommerce-fraud-prevention read as Stripe Radar (1), Stripe in global-e-invoicing-compliance read as Stripe Invoicing (1), Stripe in sales-tax-automation read as Stripe Tax (1), Stripe (Connect) in embedded-payments-platforms read as Stripe Connect (1), Stripe (Crypto Payments) in stablecoin-platforms read as Stripe Crypto (1), Stripe (Stablecoin Payments via Bridge) in stablecoin-platforms read as Stripe Crypto (1), Stripe (Stablecoin) in stablecoin-platforms read as Stripe Crypto (1), Stripe (embedded payments/Connect) in embedded-payments-platforms read as Stripe Connect (1), Stripe (especially Stripe Connect) in embedded-payments-platforms read as Stripe Connect (1), Stripe (via Bridge) in stablecoin-platforms read as Stripe Crypto (1), TRES (Fireblocks) in crypto-accounting read as TRES Finance (1), Tangoe (Tangoe TEM) in telecom-expense-management read as Tangoe One Telecom (1), Tangoe (now part of Cognizant) in telecom-expense-management read as Tangoe One Telecom (1), Tangoe One in telecom-expense-management read as Tangoe One Telecom (1), Taskade in saas-metrics-and-analytics read as Taskade Genesis (1), Taskade (Genesis) in saas-metrics-and-analytics read as Taskade Genesis (1), Thomson Reuters (ONEsource) in transfer-pricing read as Thomson Reuters ONESOURCE (1), Thomson Reuters ONESOURCE Corporate Tax in corporate-tax-provision read as Thomson Reuters ONESOURCE Tax Provision (1), Thomson Reuters OneSource in corporate-tax-provision read as Thomson Reuters ONESOURCE Tax Provision (1), Vena Solutions in board-and-investor-reporting read as Vena (1), Vena Solutions in financial-consolidation read as Vena (1), Vena Solutions in financial-modeling-and-scenario-planning read as Vena (1), Venmo Business in b2b-payment-acceptance read as Venmo for Business (1), Wave Accounting in accounts-receivable-automation read as Wave (1), Workday in cash-flow-forecasting read as Workday Adaptive Planning (1), Workday in financial-modeling-and-scenario-planning read as Workday Adaptive Planning (1), Workday in revenue-recognition read as Workday Financial Management (1), Workday Adaptive in corporate-performance-management read as Workday Adaptive Planning (1), Workday Adaptive in financial-reporting-and-dashboards read as Workday Adaptive Planning (1), Workday P2P in strategic-sourcing read as Workday P2P/T&E (1), Workday Professional Services in professional-services-automation read as Workday PSA (1), Workday Spend Management in spend-management-platforms read as Workday (1), Xero (Short-Term Cash Flow) in cash-flow-forecasting read as Xero Cash Flow Forecasting (1), Xero (built-in) in cash-flow-forecasting read as Xero Cash Flow Forecasting (1), Yardi in lease-accounting read as Yardi Corom (1), YayPay (Quadient) in b2b-credit-management read as Quadient AR (1), YayPay by Versapay in accounts-receivable-automation read as Quadient AR (1), Yaypay (Quadient) in cash-application read as Quadient Accounts Receivable (1), Zapro in supplier-management read as Zapro AI (1), Zoho in expense-management read as Zoho Expense (1), Zoho Procure in procure-to-pay read as Zoho Procurement (1)

Combined answers split into one label per product: Airtable + Fivetran, AngelList Stack / AngelList Equity, AuditBoard/Optro, Avalara / Avalara AvaTax, BILL Accounts Payable / BILL AP/AR, BILL/Finmark, Billtrust/BlackLine, BoardEffect / Passageways, BoardPro / Govenda, Braintree / PayPal Enterprise Payments, Bridge/Stripe, CCH / Wolters Kluwer (SureTax), CCH/Corptax, CSC Entity Management / CT Corporation, CSC/CT Corporation, CT Corporation (Wolters Kluwer) / CTAdvantage, Certent/Insightsoftware, Coinbase Commerce / Triple-A, Corefy/Yuno, Coupa Supplier Portal / Coupa, Coupa/Jaggaer, Cube/Vena, DealRoom / Dealroom, Deel / Remote, Deel / Rippling, Dext & Hubdoc, Diligent / Nasdaq Boardvantage, Diligent Boards / Diligent, Diligent Boards / Diligent One, Divvy/Bill.com, Divvy/Brex, Drata/Hyperproof, EBizCharge/NMI, EZOfficeInventory / EZO, Emburse / Chrome River, Enable / Flintfox by Enable, Esker / Onguard, Excel + Google Sheets (with Add-ons), Excel + Power Query, Excel/Google Sheets + Power Query, ExpenseLogic / RadiusPoint, Expensify / Divvy, FIS Quantum / FIS Integrity, Finix/Tilled, FraudNet / Fraud.net, Futrli / Jirav, Gaviti/Emagia, Google Sheets + Looker Studio, Google Sheets / Microsoft Excel, Google Sheets / Microsoft Excel (with AI Assistance), Google Sheets/Excel templates, Gusto/RUN, ION Treasury / Reval / Wallstreet Suite, Invoice Ninja / Invoicely, JustConsolidate/Qvinci, Katana/Cin7, Kount/Equifax, LeaseCrunch / Crunchafi, LeaseCrunch/Crunchafi, LeaseQuery/LeaseGuru, LinkedIn Recruiter / Recruiter Lite, LiveFlow / Flow ERP, Looker / Looker Studio, Microsoft Excel / Google Sheets, Navan/TripActions, Nuvo / NetNow, Oracle Cloud EPM / Hyperion, Oracle Cloud EPM / Hyperion Planning, Oracle EPM / Oracle Cloud EPM, Oracle EPM/Hyperion, Oracle Hyperion / Oracle Cloud EPM, Oracle Hyperion / Oracle EPM, Oracle NetSuite / NetSuite Revenue Management, Oracle Treasury / Oracle TMS, PayPal / Braintree, PayPal / PayPal Business, PayPal Business / Braintree, PayPal Enterprise Payments / Braintree, PayPal Payments / Braintree, PayPal/Braintree, Payrix / Stax Connect, Peony Data Room / Peony Business, Perk / TravelPerk, Perk/TravelPerk, ProfitWell Metrics / Paddle, ProfitWell Metrics / Paddle Retain, Pry/Causal, Quadient AR / YayPay, QuickBooks + Excel/Spreadsheets, QuickBooks Contractor Payments / QuickBooks Payroll, QuickBooks Desktop Enterprise / QuickBooks Online Advanced, QuickBooks Online + Hubdoc, QuickBooks Online + QuickBooks Advanced, QuickBooks Online + QuickBooks Payments, QuickBooks Online / QuickBooks Online Advanced, QuickBooks Online Advanced / Xero, Ramp / Brex, Ramp Travel / Brex Travel, Responsive/RFPIO, SAP Analytics Cloud / SAP BPC, SAP Treasury / SAP TMS, SAP/Oracle GRC, Sage 100 / Sage 300, Salesforce/Agentforce Revenue Management, Signifyd/Riskified, Slope/Balance, SmartSuite/Onspring, Square / Stripe Standard, Stripe + Bridge, Stripe + Chargebee, Stripe + Stripe Tax, Stripe Billing / Stripe Sigma, Tax1099/TaxBandits, Thomson Reuters ONESOURCE / OneSource Tax Provision, Thomson Reuters OneSource Tax Provision / ONESOURCE, Trello/Asana, Trintech / Cadency / Adra, Trintech/Adra, Vertex + Deloitte, Visa/Verifi, Vistex/Vistaar, Visual Lease / EZLease, Wave / FreshBooks, Wave / Square Invoices, Wolters Kluwer / CCH, Wolters Kluwer/CCH Tagetik, Xero + Hubdoc, Xero/QuickBooks Online, Zoho Books / Xero add-ons, Zoho Books / Zoho Expense, Zoho Creator / Zoho Inventory, Zoho Creator/Zoho Expense, Zoho One / Zoho ERP, Zoho One / Zoho Inventory, Zuora Revenue / RevPro

## Appendix: loose paraphrase stability

- Claude Haiku 4.5: a direct first choice kept as first choice or alternative in 18 of 56 categories (32%); differing under the strict rule: account-reconciliation, accounting-software, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-close-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, rebate-management, revenue-recognition, saas-metrics-and-analytics, sales-tax-automation, sec-and-disclosure-reporting, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- GPT-5.4 mini: a direct first choice kept as first choice or alternative in 29 of 57 categories (51%); differing under the strict rule: account-reconciliation, accounting-software, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, entity-management, esg-and-carbon-reporting, expense-management, financial-close-management, financial-consolidation, financial-modeling-and-scenario-planning, fixed-asset-accounting, global-e-invoicing-compliance, internal-controls-and-sox, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, revenue-recognition, stablecoin-platforms, strategic-sourcing, supplier-management, transfer-pricing, treasury-management-systems
- Gemini 3.5 Flash: a direct first choice kept as first choice or alternative in 37 of 57 categories (65%); differing under the strict rule: account-reconciliation, accounting-software, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, cash-application, cash-flow-forecasting, contractor-payments, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-close-management, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, global-e-invoicing-compliance, internal-controls-and-sox, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, revenue-recognition, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, treasury-management-systems, virtual-data-rooms
- Perplexity Sonar: a direct first choice kept as first choice or alternative in 28 of 57 categories (49%); differing under the strict rule: accounting-software, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-banking, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, financial-close-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, rebate-management, saas-metrics-and-analytics, sales-tax-automation, sec-and-disclosure-reporting, spend-management-platforms, stablecoin-platforms, strategic-sourcing, telecom-expense-management, treasury-management-systems, virtual-data-rooms
- Grok 4.1 Fast: a direct first choice kept as first choice or alternative in 36 of 57 categories (63%); differing under the strict rule: accounts-payable-automation, accounts-receivable-automation, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-banking, business-bill-pay, cap-table-management, cash-application, chargeback-management, corporate-performance-management, corporate-tax-provision, cross-border-payments-and-fx, crypto-accounting, entity-management, erp-systems, expense-management, financial-close-management, financial-modeling-and-scenario-planning, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, payment-orchestration-platforms, procure-to-pay, rebate-management, revenue-recognition, sec-and-disclosure-reporting, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, treasury-management-systems, virtual-data-rooms
- Mistral Small: a direct first choice kept as first choice or alternative in 19 of 57 categories (33%); differing under the strict rule: accounting-software, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, corporate-travel-management, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, expense-management, financial-close-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, rebate-management, revenue-recognition, saas-metrics-and-analytics, sales-tax-automation, sec-and-disclosure-reporting, spend-management-platforms, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- DeepSeek V4 Flash: a direct first choice kept as first choice or alternative in 38 of 57 categories (67%); differing under the strict rule: account-reconciliation, accounting-software, accounts-receivable-automation, aml-and-transaction-monitoring, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, cross-border-payments-and-fx, ecommerce-fraud-prevention, embedded-payments-platforms, erp-systems, esg-and-carbon-reporting, expense-management, financial-close-management, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, merchants-of-record, procure-to-pay, professional-services-automation, rebate-management, revenue-recognition, sales-tax-automation, spend-management-platforms, stablecoin-platforms, strategic-sourcing, supplier-management, treasury-management-systems
- Llama 4 Maverick: a direct first choice kept as first choice or alternative in 6 of 45 categories (13%); differing under the strict rule: account-reconciliation, accounting-software, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, board-and-investor-reporting, board-portals, business-banking, cash-application, cash-flow-forecasting, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, ecommerce-fraud-prevention, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-close-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, procure-to-pay, professional-services-automation, revenue-recognition, saas-metrics-and-analytics, sales-tax-automation, sec-and-disclosure-reporting, spend-management-platforms, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, treasury-management-systems, virtual-data-rooms
- Qwen 3.7 Flash: a direct first choice kept as first choice or alternative in 19 of 57 categories (33%); differing under the strict rule: account-reconciliation, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, ecommerce-fraud-prevention, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-close-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, rebate-management, revenue-recognition, sec-and-disclosure-reporting, spend-management-platforms, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, treasury-management-systems, virtual-data-rooms
- Kimi K2: a direct first choice kept as first choice or alternative in 37 of 57 categories (65%); differing under the strict rule: account-reconciliation, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-banking, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-performance-management, corporate-tax-provision, cross-border-payments-and-fx, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-close-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, rebate-management, revenue-recognition, saas-metrics-and-analytics, sales-tax-automation, sec-and-disclosure-reporting, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems
- GLM 4.7 FlashX: a direct first choice kept as first choice or alternative in 30 of 57 categories (53%); differing under the strict rule: accounting-software, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-performance-management, corporate-tax-provision, cross-border-payments-and-fx, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, expense-management, financial-close-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, merchants-of-record, procure-to-pay, professional-services-automation, rebate-management, revenue-recognition, saas-metrics-and-analytics, sales-tax-automation, sec-and-disclosure-reporting, spend-management-platforms, stablecoin-platforms, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- MiniMax M2.5: a direct first choice kept as first choice or alternative in 28 of 56 categories (50%); differing under the strict rule: accounting-software, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, cap-table-management, cash-application, cash-flow-forecasting, chargeback-management, contractor-payments, corporate-cards, corporate-performance-management, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, financial-close-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, rebate-management, revenue-recognition, saas-metrics-and-analytics, sales-tax-automation, stablecoin-platforms, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- GPT-6 Luna: a direct first choice kept as first choice or alternative in 26 of 57 categories (46%); differing under the strict rule: account-reconciliation, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, business-bill-pay, cap-table-management, cash-application, cash-flow-forecasting, contractor-payments, corporate-performance-management, corporate-tax-provision, cross-border-payments-and-fx, crypto-accounting, entity-management, erp-systems, esg-and-carbon-reporting, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fpa-platforms, global-e-invoicing-compliance, invoicing-software, merchants-of-record, payment-orchestration-platforms, procure-to-pay, rebate-management, revenue-recognition, sales-tax-automation, strategic-sourcing, supplier-management, telecom-expense-management, transfer-pricing, treasury-management-systems, virtual-data-rooms
- Muse Glimmer 30B: a direct first choice kept as first choice or alternative in 27 of 57 categories (47%); differing under the strict rule: account-reconciliation, accounts-payable-automation, accounts-receivable-automation, ai-accounting-assistants, aml-and-transaction-monitoring, b2b-bnpl-and-net-terms, b2b-credit-management, b2b-payment-acceptance, board-and-investor-reporting, board-portals, business-banking, business-bill-pay, cap-table-management, cash-application, chargeback-management, corporate-cards, corporate-performance-management, corporate-tax-provision, corporate-travel-management, cross-border-payments-and-fx, crypto-accounting, ecommerce-fraud-prevention, embedded-payments-platforms, entity-management, erp-systems, esg-and-carbon-reporting, expense-management, financial-close-management, financial-consolidation, financial-modeling-and-scenario-planning, financial-reporting-and-dashboards, fixed-asset-accounting, fpa-platforms, global-e-invoicing-compliance, internal-controls-and-sox, invoicing-software, lease-accounting, merchants-of-record, payment-orchestration-platforms, procure-to-pay, professional-services-automation, rebate-management, revenue-recognition, sales-tax-automation, sec-and-disclosure-reporting, strategic-sourcing, supplier-management, telecom-expense-management, treasury-management-systems, virtual-data-rooms