Company lists · Data refreshed September 2026
Top 25 Machine learning loan origination companies based in the United States
RevenueBase identified 421 machine learning loan origination companies headquartered in the United States as of September 2026 and tracks 23,040 professional contacts across them, including 9,145 with verified work emails and 8,386 with mobile numbers. New York is the largest hub.
This list covers machine learning loan origination 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 5, 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.
The 25 largest machine learning loan origination companies based in the United States
Ranked by team size| # | Company | Contacts | |||
|---|---|---|---|---|---|
| 1 | 1,782 contacts → | ||||
Partial evidence “Better Home & Finance Holding Company (NASDAQ: BETR; BETRW) is the first AI-native mortgage and home equity finance platform, and first fintech to fund more than $100B in loan…” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 2 | 1,713 contacts → | ||||
Indirect evidence “Upstart (NASDAQ: UPST) is the leading AI lending marketplace, connecting millions of consumers to more than 100 banks and credit unions that leverage Upstart’s AI models and cloud…” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 3 | 1,631 contacts → | ||||
Indirect evidence “Cardinal Financial® is ending the mortgage mayhem.” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 4 | 1,473 contacts → | ||||
Indirect evidence “Enova International (NYSE: ENVA) is a leading online financial services company that serves small businesses and consumers who are underserved by traditional banks.” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 5 | 1,383 contacts → | ||||
Indirect evidence “With over 25 years of experience, Indecomm combines its groundbreaking Genius suite of AI, automation, and SaaS solutions with deep mortgage banking expertise to streamline…” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 6 | 962 contacts → | ||||
Indirect evidence “Snap Finance harnesses the power of data to empower consumers of all credit types to get what they need.” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 7 | 905 contacts → | ||||
Partial evidence “Loan Factory is a fintech mortgage company that uses proprietary technology to simplify the mortgage process for borrowers, loan officers, and processors.” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 8 | 739 contacts → | ||||
Indirect evidence “Ocrolus is a leading AI-powered workflow and analytics platform for lenders.” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 9 | 681 contacts → | ||||
Indirect evidence “Making lending human for banks, credit unions, and mortgage lenders.” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 10 | 578 contacts → | ||||
Indirect evidence “Consolidated Analytics | End-to-End Mortgage Solutions.” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 11 | 475 contacts → | ||||
Indirect 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 5, 2026Thanks. The Data Team will review it. | |||||
| 12 | 459 contacts → | ||||
Partial evidence “With more than $30+ billion in funded loans, Kiavi is one of the nation’s largest private lenders to residential real estate investors (“REIs”).” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 13 | 437 contacts → | ||||
Indirect evidence “Empowering Better Financial Outcomes for Everyday Americans Atlanticus™ technology enables bank, retail, and healthcare partners to offer more inclusive financial services to…” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 14 | 395 contacts → | ||||
Indirect evidence “Lendbuzz is an AI-based auto finance platform that helps consumers obtain fair access to credit when purchasing a car.” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 15 | 388 contacts → | ||||
Indirect evidence “NMLS - 1359687 Canopy Mortgage, LLC supports Equal Housing Opportunity At Canopy Mortgage we have a passion for finding a simpler, faster, less expensive way to close a mortgage…” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 16 | 274 contacts → | ||||
Indirect evidence “About Biz2X Biz2X is a global leader in digital lending technology, providing a sophisticated SaaS ecosystem that empowers financial institutions and modern enterprises to scale…” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 17 | 213 contacts → | ||||
Indirect 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 5, 2026Thanks. The Data Team will review it. | |||||
| 18 | 203 contacts → | ||||
Indirect evidence “GAIN Credit is a market-leading fintech dedicated to improving the financial lives of people underserved by traditional banks and lenders.” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 19 | 191 contacts → | ||||
Indirect 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 5, 2026Thanks. The Data Team will review it. | |||||
| 20 | 178 contacts → | ||||
Indirect evidence “Xpanse is a technology-driven company transforming the mortgage industry through data, AI, and automation.” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 21 | 176 contacts → | ||||
Partial evidence “Open Lending specializes in loan analytics, risk-based pricing, risk modeling and automated decision technology for automotive lenders throughout the United States.” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 22 | 173 contacts → | ||||
Indirect 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 5, 2026Thanks. The Data Team will review it. | |||||
| 23 | 171 contacts → | ||||
Indirect evidence “Lend Better.” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 24 | 164 contacts → | ||||
Indirect evidence “Drive your career forward at SAFCO, an industry-leading auto finance company with the power to see creditworthiness where others don’t.” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 25 | 160 contacts → | ||||
Indirect evidence “Splash is a leading AI-enabled lending marketplace that connects consumers with a network of credit unions and banks.” Source: RevenueBase Database · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
RevenueBase Smart Search
RevenueBase Smart Search assesses information from a company’s LinkedIn profile, information supplied directly by the company, its website, and other publicly available sources. It uses that information to rate how closely the company relates to this list’s category: machine learning loan origination companies. Every row carries its rating and the description the rating was read from, so each one can be checked rather than taken on trust.
- Strong evidence
- The company's own public description of its business names machine learning loan origination companies.
- Partial evidence
- Its own public description names part of machine learning loan origination companies, so it works in or next to the category without describing itself that way.
- Indirect evidence
- The description shown does not name machine learning loan origination companies. The match rests on the rest of the company's public profile rather than the one sentence quoted here, so this is the rating to check first.
RevenueBase Smart Search is how these lists are built: RevenueBase's data engine and AI assemble the companies that match a category defined in a user's own words, so a list can be about what companies actually do rather than about whichever industry code they were filed under.
Showing 25 of 421 machine learning loan origination companies based in the United States
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Machine learning loan origination companies based in the United States at a glance
As of Sep 5, 2026Companies by employee count
Freshness & accuracy
How recently the business emails on this list were verified
Email last verified
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 loan origination 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 “machine learning loan origination 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 machine learning loan origination 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 machine learning loan origination 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, 9,145 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 5, 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.
Machine learning loan origination companies by metro
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 machine learning loan origination 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 machine learning loan origination companies are there based in the United States?
RevenueBase identified 421 machine learning loan origination 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?
Better, headquartered in New York, tops this list with the largest team on record.
Which city has the most machine learning loan origination companies?
New York leads with 44 headquartered companies, followed by San Francisco (41) and Chicago (15).
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 9,145 verified decision-maker contacts tracked across these 421 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 5, 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.
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