Company lists · Data refreshed September 2026

Top 25 Machine learning credit scoring companies based in the United States

RevenueBase identified 86 machine learning credit scoring companies headquartered in the United States as of September 2026 and tracks 6,947 professional contacts across them, including 2,939 with verified work emails and 1,905 with mobile numbers. New York is the largest hub.

This list covers machine learning credit scoring 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, how directly it supports the match, and when it was last checked. Data refreshed September 4, 2026.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase SmartSearch, 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 Match evidence on every row Refreshed Sep 4, 2026 86% judged on-target in blind review
86Companies
6,947Contacts tracked
2,939Verified emails
1,905Mobile numbers
Unlock all 86 companies Free signup · no credit card · 500 free credits

The 25 largest machine learning credit scoring companies based in the United States

Ranked by team size
Top 25 of 86 machine learning credit scoring companies based in the United States, ranked by team size, largest first. Data refreshed Sep 4, 2026. Evidence rates how directly each company's own description names machine learning credit scoring companies: strong (names it), partial (names part of it), indirect (matched on its full profile rather than the summary shown). Click a count to unlock that company's people.
#CompanyHeadquartersEmployeesContacts
1
FICOIndirect evidence
Bozeman, MT, United StatesHQ checked Sep 4, 20261,001-5,0005,069

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

Source: company website · checked Sep 4, 2026
2
Zest AIIndirect evidence
Burbank, CA, United StatesHQ checked Sep 4, 202651-200213

“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: company website · checked Sep 4, 2026
3
GDS LinkPartial evidence
Dallas, TX, United StatesHQ checked Sep 4, 2026201-500192

“GDS Link is a globally recognized leader in credit risk management, providing cutting-edge risk decisioning solutions and data analytics.”

Source: company website · checked Sep 4, 2026
4
Scienaptic AIPartial evidence
New York, NY, United StatesHQ checked Sep 4, 202651-200173

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

Source: company website · checked Sep 4, 2026
5
SAFCOPartial evidence
Pompano Beach, FL, United StatesHQ checked Sep 4, 202651-200164

“Drive your career forward at SAFCO, an industry-leading auto finance company with the power to see creditworthiness where others don’t.”

Source: company website · checked Sep 4, 2026
6
RiskspanIndirect evidence
Arlington, VA, United StatesHQ checked Sep 4, 202651-200146

“RiskSpan uncovers insights and mitigates risk for mortgage loans and structured products.”

Source: company website · checked Sep 4, 2026
7
DotdataIndirect evidence
San Mateo, CA, United StatesHQ checked Sep 4, 202651-20091

“Uncover new critical signals for fraud, default, churn, yield losses, sales forecasts – or anything else – not captured by your models and scorecards.”

Source: company website · checked Sep 4, 2026
8
MIGOPartial evidence
San Francisco, CA, United StatesHQ checked Sep 4, 202651-20069

“Migo is an embedded lending platform that enables companies to extend credit to consumers and small businesses in their own apps.”

Source: company website · checked Sep 4, 2026
9
YENDOPartial evidence
Dallas, TX, United StatesHQ checked Sep 4, 202651-20068

“We believe everyone should have equitable access to meaningful credit access at affordable rates.”

Source: company website · checked Sep 4, 2026
10
2nd Order SolutionsIndirect evidence
Glen Allen, VA, United StatesHQ checked Sep 4, 202651-20067

“2nd Order Solutions (2OS) is a consulting firm that specializes in applying cutting edge analytics to the world of consumer lending.”

Source: company website · checked Sep 4, 2026
11
CreditxpertPartial evidence
Baltimore, MD, United StatesHQ checked Sep 4, 202611-5059

CreditXpert, the predictive credit score insight platform, helps mortgage lenders leverage credit to extend better, more compelling financing options to every applicant.”

Source: company website · checked Sep 4, 2026
12
Worth AIIndirect evidence
Winter Park, FL, United StatesHQ checked Sep 4, 202651-20057

“Worth AI is a minority-founded SaaS platform powering inclusive financial underwriting through AI.”

Source: company website · checked Sep 4, 2026
13
VantagescoreIndirect evidence
San Francisco, DC, United StatesHQ checked Sep 4, 202611-5044

“VantageScore empowers financial institutions to make smarter lending decisions.”

Source: company website · checked Sep 4, 2026
14
Point PredictiveStrong evidence
San Diego, CA, United StatesHQ checked Sep 4, 202651-20038

“Point Predictive is an Ai technology company with deep expertise in building machine learning scoring models that have been widely deployed by banks and lenders.”

Source: company website · checked Sep 4, 2026
15
quash.aiPartial evidence
Miami, FL, United StatesHQ checked Sep 4, 202611-5032

“QUASH is a No-Code GenAI Credit Risk Decisioning Platform that unifies Alternative Data, ML models and workflows to power your Financial Institution.”

Source: company website · checked Sep 4, 2026
16
TRUEIndirect evidence
New York, NY, United StatesHQ checked Sep 4, 202611-5030

“TRUE is a software solutions company and AI lab that helps lenders harness the power of artificial intelligence to make accurately informed underwriting decisions – increasing…”

Source: company website · checked Sep 4, 2026
17
ZestfinanceStrong evidence
Burbank, CA, United StatesHQ checked Sep 4, 202651-20029

“The world’s most innovative lenders rely on ZestFinance to do more profitable lending through machine learning.”

Source: company website · checked Sep 4, 2026
18
TomocreditStrong evidence
San Francisco, CA, United StatesHQ checked Sep 4, 202651-20028

“TomoCredit, based in San Francisco, uses AI and machine learning for credit underwriting and loan decisioning.”

Source: company website · checked Sep 4, 2026
19
EDGEPartial evidence
Chicago, IL, United StatesHQ checked Sep 4, 202611-5027

“EDGE is the leading predictive intelligence platform that leverages alternative data for consumer risk scoring and predictive behavioral mapping.”

Source: company website · checked Sep 4, 2026
20
TheoremPartial evidence
San Mateo, CA, United StatesHQ checked Sep 4, 202611-5023

“In the world of credit, the truth is hard to find, hidden behind inefficiencies that have unintentionally deterred and obscured it.”

Source: company website · checked Sep 4, 2026
21
RisksealStrong evidence
Wilmington, DE, United StatesHQ checked Sep 4, 202611-5021

“RiskSeal Digital Credit Scoring System is an API-based platform for credit risk management.”

Source: company website · checked Sep 4, 2026
22
Lumos DataPartial evidence
Wilmington, NC, United StatesHQ checked Sep 4, 202611-5017

“Lumos is a premier commercial credit risk technology company that transforms robust data into decisive action.”

Source: company website · checked Sep 4, 2026
23
PAVEPartial evidence
Los Altos, CA, United StatesHQ checked Sep 4, 202611-5017

“At Pave, we empower consumer and SMB credit risk teams to expand approvals and grow their portfolios with AI-powered cashflow analytics.”

Source: company website · checked Sep 4, 2026
24
Universalcis Credit PlusPartial evidence
Broomall, PA, United StatesHQ checked Sep 4, 2026201-50017

“The UniversalCIS | Credit Plus platform empowers businesses to integrate consumer data and reporting seamlessly into their business analytics environment in order to improve…”

Source: company website · checked Sep 4, 2026
25Denver, CO, United StatesHQ checked Sep 4, 202651-20015

“Mountainview Risk & Analytics is the leading provider of model risk management and deposit and loan behavior analytics to financial institutions.”

Source: company website · checked Sep 4, 2026

Showing 25 of 86 machine learning credit scoring companies based in the United States

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Machine learning credit scoring companies based in the United States at a glance

As of Sep 4, 2026
11-50Median size (employees)
New YorkLargest hub · 8 HQs
1,905Contacts with mobile numbers
Sep 4, 2026Data refreshed

Companies by employee count

1-10
28
11-50
38
51-200
16
201-500
3
1,001-5,000
1

Verified emails by last verification

0–30
2,681
31–60
184
61–90
1
90–180
1
180+
72

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 machine learning credit scoring companies, so some rows will be adjacent to the category rather than pure plays. The description and evidence 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 SmartSearch, 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 “machine learning credit scoring companies”. Matching reads each company's description, not its industry code or its name.
What we exclude
Companies whose own description does not clearly place them among machine learning credit scoring 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 an evidence 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, 2,939 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 4, 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.

Frequently asked

How many machine learning credit scoring companies are there based in the United States?

RevenueBase identified 86 machine learning credit scoring 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?

FICO, headquartered in Bozeman, tops this list with the largest team on record.

Which city has the most machine learning credit scoring companies?

New York leads with 8 headquartered companies, followed by San Francisco (8) and Miami (4).

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 2,939 verified decision-maker contacts tracked across these 86 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 4, 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 SmartSearch, 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.