Company lists · Data refreshed September 2026

Top 25 AI financial analytics companies based in the United States

RevenueBase identified 530 AI financial analytics companies headquartered in the United States as of September 2026 and tracks 38,965 professional contacts across them, including 18,336 with verified work emails. New York is the largest hub.

This list covers AI financial analytics companies headquartered in the United States, matched on what each company actually does as described in its own words. Ranked by team size, largest first. Every row shows the company's own description, its RevenueBase Smart Search rating, and when it was last checked. Data refreshed September 27, 2026.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase Smart Search, the natural-language company search RevenueBase customers use to build their own targeted lists and unlock verified emails and direct dials at the companies on them. How these lists are built and judged.

How to read this list HQ checked on every row RevenueBase Smart Search rating on every row Refreshed Sep 27, 2026 86% judged on-target in blind review
530Companies
38,965Contacts tracked
18,336Verified emails
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The 25 largest AI financial analytics companies based in the United States

Ranked by team size
Top 25 of 530 AI financial analytics companies based in the United States, ranked by team size, largest first. Data refreshed Sep 27, 2026. RevenueBase Smart Search rates how each company's information relates to AI financial analytics companies: strong evidence (its own description names it), partial (names part of it), indirect (matched on the rest of its profile rather than the description shown). Click a contact count to view that company's people.
#CompanyRevenueBase Smart SearchHeadquartersEmployeesContacts
1Partial evidenceNorwalk, CT, United StatesHQ checked Sep 27, 202610001+13,385 contacts →

Partial evidence

“FactSet creates flexible, open data and software solutions for tens of thousands of investment professionals around the world, providing instant access to financial data and…”

Source: RevenueBase Database · checked Sep 27, 2026
2Indirect evidenceBozeman, MT, United StatesHQ checked Sep 27, 20261,001-5,0005,069 contacts →

Indirect evidence

“FICO (NYSE: FICO) powers decisions that help people and businesses around the world prosper.”

Source: RevenueBase Database · checked Sep 27, 2026
3Partial evidenceKing Of Prussia, PA, United StatesHQ checked Sep 27, 20261,001-5,0003,412 contacts →

Partial evidence

“Qlik helps teams get more out of AI with data they can rely on and control.”

Source: RevenueBase Database · checked Sep 27, 2026
4Partial evidenceIrvine, CA, United StatesHQ checked Sep 27, 20261,001-5,0002,245 contacts →

Partial evidence

“At Alteryx, we put data and AI to work for the Intelligent Enterprise.”

Source: RevenueBase Database · checked Sep 27, 2026
5Strong evidenceNew York, NY, United StatesHQ checked Sep 27, 20261,001-5,0001,304 contacts →

Strong evidence

“Addepar is a global data and AI platform empowering investment professionals to turn complex financial information into actionable intelligence.”

Source: RevenueBase Database · checked Sep 27, 2026
6Strong evidenceNew York, NY, United StatesHQ checked Sep 27, 2026501-1,000780 contacts →

Strong evidence

“Feedzai powers trust in global finance with our AI-native financial crime prevention platform, protecting the moments where money matters most at massive scale.”

Source: RevenueBase Database · checked Sep 27, 2026
7Indirect evidenceItasca, IL, United StatesHQ checked Sep 27, 20261,001-5,000772 contacts →

Indirect evidence

“Accertify enables commerce by doing one thing extraordinarily well: pinpointing fraud.”

Source: RevenueBase Database · checked Sep 27, 2026
8Strong evidenceNew York, NY, United StatesHQ checked Sep 27, 2026201-500739 contacts →

Strong evidence

“Ocrolus is a leading AI-powered workflow and analytics platform for lenders.”

Source: RevenueBase Database · checked Sep 27, 2026
9Partial evidenceNew York, NY, United StatesHQ checked Sep 27, 2026201-500522 contacts →

Partial evidence

“Curinos empowers financial institutions to make decisions with confidence, turning insight into bottom-line impact, deeper customer relationships, and profitable growth.”

Source: RevenueBase Database · checked Sep 27, 2026
10Strong evidenceRedwood City, CA, United StatesHQ checked Sep 27, 20261,001-5,000485 contacts →

Strong evidence

“Envestnet | Yodlee is a leading data aggregation and data analytics platform powering dynamic, cloud-based innovation for digital financial services.”

Source: RevenueBase Database · checked Sep 27, 2026
11Partial evidenceNY, United StatesHQ checked Sep 27, 2026501-1,000475 contacts →

Partial evidence

“Pagaya is a financial technology company that enables financial institutions to expand access to more customers through its artificial intelligence network”

Source: RevenueBase Database · checked Sep 27, 2026
12Partial evidenceAustin, TX, United StatesHQ checked Sep 27, 2026201-500386 contacts →

Partial evidence

“SEON is the AI command center for fraud prevention and AML compliance.”

Source: RevenueBase Database · checked Sep 27, 2026
13Partial evidenceColumbus, GA, United StatesHQ checked Sep 27, 2026201-500260 contacts →

Partial evidence

“PLUS TI is a leading software development firm that provides solutions to prevent financial crime.”

Source: RevenueBase Database · checked Sep 27, 2026
14Indirect evidenceSan Ramon, CA, United StatesHQ checked Sep 27, 2026201-500257 contacts →

Indirect evidence

“Lumin Digital is the Compounding Growth Platform for banks and credit unions.”

Source: RevenueBase Database · checked Sep 27, 2026
15Partial evidenceStart-Up City, NY, United StatesHQ checked Sep 27, 2026201-500246 contacts →

Partial evidence

“ThetaRay provides the end-to-end risk decisioning infrastructure for financial crime compliance, built for enterprises that refuse to trade risk management for business growth.”

Source: RevenueBase Database · checked Sep 27, 2026
16Partial evidenceBurbank, CA, United StatesHQ checked Sep 27, 202651-200213 contacts →

Partial evidence

“Since 2009, Zest AI has been innovating and perfecting AI technology with a mission to broaden access to lending using smarter, more efficient AI.”

Source: RevenueBase Database · checked Sep 27, 2026
17Strong evidenceNew York, NY, United StatesHQ checked Sep 27, 202651-200202 contacts →

Strong evidence

“M Science is a data-driven research and analytics firm, uncovering new insights for leading financial institutions and corporations since 2016.”

Source: RevenueBase Database · checked Sep 27, 2026
18Strong evidenceNew York, NY, United StatesHQ checked Sep 27, 2026201-500191 contacts →

Strong evidence

“Taktile empowers financial institutions to quickly unlock AI-driven efficiencies across the customer lifecycle, reducing manual work while optimizing decisions and enabling…”

Source: RevenueBase Database · checked Sep 27, 2026
19Partial evidenceNew York, NY, United StatesHQ checked Sep 27, 202651-200187 contacts →

Partial evidence

“RapidRatings® sets the standard for financial health transparency between business partners, transforming the way the world’s leading companies manage enterprise and financial…”

Source: RevenueBase Database · checked Sep 27, 2026
20Partial evidenceNew York, NY, United StatesHQ checked Sep 27, 202651-200183 contacts →

Partial evidence

“Datazoic is an AI-native product suite built for sell-side Capital Markets.”

Source: RevenueBase Database · checked Sep 27, 2026
21Indirect evidenceNew York, NY, United StatesHQ checked Sep 27, 2026201-500175 contacts →

Indirect evidence

“Arcana enables institutional investors to understand their portfolio risks, decompose single stock & book performance, drill into crowding, and isolate their idiosyncratic…”

Source: RevenueBase Database · checked Sep 27, 2026
22Strong evidenceNew York, NY, United StatesHQ checked Sep 27, 202651-200173 contacts →

Strong evidence

“Founded in 2014, Scienaptic AI was built with the mission to drive financial inclusion at scale through AI-driven credit decisioning.”

Source: RevenueBase Database · checked Sep 27, 2026
23Strong evidenceMountain View, CA, United StatesHQ checked Sep 27, 202651-200170 contacts →

Strong evidence

“DataVisor is the AI-native real-time decisioning engine for fraud and financial crime prevention.”

Source: RevenueBase Database · checked Sep 27, 2026
24Strong evidenceNew York, United StatesHQ checked Sep 27, 202651-200166 contacts →

Strong evidence

“ActiveViam is a fast-growing financial data analytics solution provider.”

Source: RevenueBase Database · checked Sep 27, 2026
25Indirect evidenceBoston, MA, United StatesHQ checked Sep 27, 202651-200159 contacts →

Indirect evidence

“FINTRX is the leading private wealth intelligence platform, offering the industry's most expansive and up-to-date data on registered investment advisors, broker-dealers, wealth…”

Source: RevenueBase Database · checked Sep 27, 2026

Showing 25 of 530 AI financial analytics companies based in the United States

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AI financial analytics companies based in the United States at a glance

As of Sep 27, 2026
47.1%Verified-email coverage
73.5Average contacts per company
11-50Median size (employees)
20.0%Largest-city concentration · New York
Sep 27, 2026Page data refreshed

Companies by employee count

1-10
262
11-50
169
51-200
67
201-500
15
501-1,000
8
1,001-5,000
7
10001+
2

Email recency for this list is measured worldwide rather than for United States, so it is reported there. Company counts and contact totals on this page are exact for United States, over 530 companies.

How this list was built

Company categories are rarely black and white. RevenueBase reads each company's own description of its business to decide whether it belongs among AI financial analytics companies, so some rows will be adjacent to the category rather than pure plays. The description and RevenueBase Smart Search rating on every row are there so you can check each match yourself.

Source
The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase Smart Search, the natural-language company search available to every RevenueBase user.
What qualifies
Companies headquartered in the United States whose own description of what they do matches “AI financial analytics companies”. Matching reads each company's description, not its industry code or its name.
RevenueBase Smart Search
RevenueBase Smart Search is how this list is assembled and how each row is rated. RevenueBase's data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to a category defined in a user's own words. Each row is rated strong evidence (its own description names AI financial analytics companies), partial evidence (it names part of the category) or indirect evidence (the description shown names none of it and the match rests on the rest of the company's profile). The description supporting each rating is quoted on the row.
What we exclude
Companies whose own description does not clearly place them among AI financial analytics companies, and records with no verified work email. Companies headquartered outside United States are excluded even when they keep an office there.
Match quality
In blind human judging of this matching method, 86% of matched companies were on target. Expect roughly 1 in 7 rows to be adjacent to the category rather than a pure play. Every row shows the company's own description and its RevenueBase Smart Search rating so you can judge each match yourself. Read the full methodology: how the lists are built, how the judging worked, and what the figure means.
Ranking
Team size, largest first: companies are ordered by the number of professionals RevenueBase tracks at each one. Employee ranges shown are reported bands, for context.
Verification
Every listed company carries at least one verified work email, 18,336 across the full list. Contacts re-verify on a rolling cadence, and each contact's own verification date is shown inside RevenueBase.
Refresh
This page's figures were pulled from the company graph on September 27, 2026. Lists refresh periodically as the graph is re-checked.
Corrections
Wrong category, wrong headquarters, or a company that has closed? Use “Report an issue” on any row. Reports go to the RevenueBase Data Team and feed back into the company graph.

AI financial analytics companies by metro

  • AI financial analytics companies in New York106
  • AI financial analytics companies in San Francisco48

Frequently asked

What is RevenueBase Smart Search?

RevenueBase Smart Search is how RevenueBase decides which companies belong on this list and how strongly each one fits. Its data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to the category the list is about. Each row is rated strong evidence when the company's own description names AI financial analytics companies, partial evidence when it names part of the category, and indirect evidence when the description shown names none of it and the match rests on the rest of the company's profile.

How many AI financial analytics companies are there based in the United States?

RevenueBase identified 530 AI financial analytics companies headquartered in the United States as of September 2026, matched on each company's own description of what it does rather than its industry code.

What is the largest company on this list?

Factset, headquartered in Norwalk, tops this list with the largest team on record.

Which city has the most AI financial analytics companies?

New York leads with 106 headquartered companies, followed by San Francisco (48) and Chicago (16).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work the top results, verified emails and direct dials included. Upgrading unlocks all 18,336 verified decision-maker contacts tracked across these 530 companies.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on September 27, 2026.

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About this data

RevenueBase is a B2B data infrastructure company. Its company graph covers 60 million companies and 398.9 million professional contacts, with emails verified on a rolling cadence rather than scraped once and left to decay. These company lists are generated directly from that graph with RevenueBase Smart Search, the same natural-language company search every RevenueBase user has: describe a market in plain words, get the companies that match, and add verified emails and direct dials for the people at them. It is the same data that powers RevenueBase's B2B data products, and a free account includes 500 credits to start. How these lists are built and judged.