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Index › Products › SymphonyAI Sensa · October 2026 Edition
1 category · Named, not ranked

SymphonyAI Sensa

2Judge labels
0First choices
1Negative labels
2 / 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
1 label, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. SymphonyAI Sensa was named 1 time 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.
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 Sensa 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.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
AML and transaction monitoringTax and compliance0%60 of 1080%1under 10 labels · led by ComplyAdvantage at 33%

Movement

This is the first edition on this tier, so no move can be computed for SymphonyAI Sensa 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 Sensa across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar01001
Grok 4.1 Fast00000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

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
Direct0 labelsNone
Paraphrase0 labelsNone
Comparative1 labelNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative1 labelNone
First choiceAlternativeMentionNegative2 labels in all, every segment counted; 0 of the 0 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.

“For best transaction monitoring specialization: Napier AI, FraudNet, or SymphonyAI Sensa.” Perplexity Sonar · 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 Sensa, over the 2 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SymphonyAI Sensa was named but was not.
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ProductSame answerTook the first choice insteadHead to head
ComplyAdvantage2 of 21Not among the top eight
ComplyCube1 of 21Not among the top eight
Ondato1 of 21Not among the top eight
Tookitaki1 of 21Not among the top eight
Eastnets1 of 20Not among the top eight
Flagright1 of 20Not among the top eight
FraudNet1 of 20Not among the top eight
Hummingbird1 of 20Not among the top eight
LexisNexis Risk Solutions1 of 20Not among the top eight
NICE Actimize1 of 20Not 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 Sensa. 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 2 of the 2 answers that named SymphonyAI Sensa and are not a share of its labels.

Domains cited

fraud.net2
g2.com2
learn.g2.com2
amlwatcher.com1
azakaw.com1
bigideasdb.com1
capterra.com1
chargebacks911.com1
complyadvantage.com1
costbench.com1

Thirteen of the thirteen domain citations in answers naming SymphonyAI Sensa came from somebody else's page.

Pages cited

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
0
Product · Integration
2 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog1,052undated
News or press35942026-09-24
Glossary or explainer263undated
Webinar or virtual event5802021-06-11
Conference or event5602024-09-30
Case study1502025-05-09
Comparison802019-06-03
Report or ebook402021-12-15
Podcast or video4undated
Template or tool2undated
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.

Follow SymphonyAI Sensa

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 Sensa is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
AI SaaS products
For
companies across various sectors
Certifications
Microsoft’s Partner of the Year in AI Innovation
Customers named
Microsoft
Not stated on the pages read
Price, starting price, free plan or trial, integrations, hosting

What SymphonyAI Sensa'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 Sensa'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 Sensa, 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 Sensa by email, built from the raw record of the edition. It shows:

  • where SymphonyAI Sensa 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 Sensa, 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.
The subscriber app

A verification link goes to your work email; an address at symphonyai.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.