Finance AI Index

Index › Products › SymphonyAI · October 2026 Edition

1 category · Named, not ranked

SymphonyAI

9Judge labels

1First choices

0Negative labels

5 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.

Standing

2 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. SymphonyAI was named 2 times in AML monitoring, where ComplyAdvantage led with 33%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small businessnot named

No model named it for this buyer.

Mid-market36 of 108

under the label threshold

Enterprise8 of 108

under the label threshold

In aml monitoring · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named SymphonyAI for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
AML and transaction monitoring	Tax and compliance	0%	36 of 108	0%	2	under 10 labels · led by ComplyAdvantage at 33%

Movement

This is the first edition on this tier, so no move can be computed for SymphonyAI yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated SymphonyAI across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	Alternative	Mention	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	1	1
Perplexity Sonar	0	0	0
Grok 4.1 Fast	1	0	1
Mistral Small	0	0	0
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	0	0
Kimi K2	0	0	0
GLM 4.7 FlashX	0	0	0
MiniMax M2.5	0	0	0
GPT-6 Luna	0	0	0
Muse Glimmer 30B	0	0	0

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct2 labelsNone

Paraphrase0 labelsNone

Comparative6 labelsNone

Budget-constrained0 labelsNone

Scale-constrained1 label1

Negative0 labelsNone

First choiceAlternativeMentionNegative9 labels in all, every segment counted; 1 of the 1 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Leader (Forrester Wave Q2 2025 top scores; vertical AI for financial services” Grok 4.1 Fast · AML monitoring · comparative prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

No model argued against it.

Named alongside

The products named in the same answers as SymphonyAI, over the 9 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SymphonyAI was named but was not.

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ProductSame answerTook the first choice insteadHead to head

NICE Actimize9 of 93Not among the top eight

ComplyAdvantage7 of 91Not among the top eight

Quantexa6 of 91Not among the top eight

LexisNexis Risk Solutions4 of 91Not among the top eight

Oracle Financial Crime and Compliance Management3 of 91Not among the top eight

Feedzai3 of 90Not among the top eight

ThetaRay3 of 90Not among the top eight

Alessa2 of 91Not among the top eight

Alloy2 of 90Not among the top eight

Hawk AI2 of 90Not among the top eight

A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named SymphonyAI. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 9 of the 9 answers that named SymphonyAI and are not a share of its labels.

Domains cited

symphonyai.comYour site8

alessa.com6

gartner.com6

amlwatcher.com5

complyadvantage.com4

datavisor.com4

sphinxhq.com4

chartis-research.com3

cside.com3

finscan.com3

Thirty-eight of the forty-six domain citations in answers naming SymphonyAI came from somebody else's page.

Pages cited

symphonyai.com/resources/best-aml-transaction-monitoring-software6

alessa.com/blog/top-10-transaction-monitoring-software-solutions5

amlwatcher.com/blog/aml-software-vendors5

gartner.com/reviews/market/anti-money-laundering4

sphinxhq.com/blog-posts/best-aml-software4

complyadvantage.com/vendor/best-aml-software-in-us3

cside.com/blog/best-transaction-monitoring-software3

finscan.com/post/best-transaction-screening-software-vendors3

Pages are listed as the models cited them.

What it publishes

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Addresses on symphonyai.com

2,119

subdomains included

Content

1,821

counted in the table below

Documentation

Product · Integration

2 · 0

Kind	Pages	Last 90 days	Latest
Blog	1,052	undated
News or press	359	4	2026-09-24
Glossary or explainer	263	undated
Webinar or virtual event	58	0	2021-06-11
Conference or event	56	0	2024-09-30
Case study	15	0	2025-05-09
Comparison	8	0	2019-06-03
Report or ebook	4	0	2021-12-15
Podcast or video	4	undated
Template or tool	2	undated

Most recent

2026-09-24Fincrime frontier report 2026 27 news or press
2026-09-24Introducing symphony risk intelligence sri news or press
2026-09-17Iki advances promotional forecast accuracy by more than 10 points with symphonyai news or press
2026-08-12Delhaize belux achieves up to 90 forecast accuracy using symphonyais ai driven replenishment platform 2 news or press
2026-06-01Chartis watchlist adverse media category leader 2026 news or press
2026-06-01Cinde assortment space cpg ai platform news or press

How it is countedHide how it is counted

Every page symphonyai.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.

Names read as SymphonyAI

What the judge wrote, as written, with how often. The vendor table decides that these count as SymphonyAI; a claim can dispute any of them.

SymphonyAI (NetReveal & SensaAI) 1

Follow SymphonyAI

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

SymphonyAI is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: AI for business; vertical AI built for real work — and the real world; ready-to-deploy business applications
symphonyai.com
For: your business
symphonyai.com
Customers named: AlbertsonsAbsaMicrosofttop U.S. grocery retailerLeading UK Co-operative RetailerSystembolagetNippon GasesHershey Resorts
Not stated on the pages read: Price, starting price, free plan or trial, integrations, certifications, hosting

What SymphonyAI's own pages state, read October 6, 2026: symphonyai.com, trust.symphonyai.com, symphonyai.com/retail-cpg/platform, symphonyai.com/customers, symphonyai.com/partners. A claimed page can correct any of them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when SymphonyAI's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as SymphonyAI, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for SymphonyAI by email, built from the raw record of the edition. It shows:

where SymphonyAI is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name SymphonyAI, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.