Company lists · Data refreshed September 2026

Top 20 Machine learning loan origination companies based in San Francisco, United States

RevenueBase identified 41 company matches for machine learning loan origination companies associated with San Francisco, United States as of September 2026 and tracks 906 professional contacts across them, including 222 with verified work emails and 324 with mobile numbers. Across the United States, New York is the largest hub for this category (51 companies); San Francisco follows with 41.

This list covers company matches for machine learning loan origination companies associated with San Francisco, United States, found by RevenueBase SmartSearch using the meaning of business descriptions in its company graph at Exact. Ranked by professionals tracked, largest first. Rows show recorded descriptions where available, Exact search membership and the snapshot date. Data refreshed September 13, 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 RevenueBase SmartSearch · Exact Recorded Sep 13, 2026 How this list was built
41Companies
906Contacts tracked
222Verified emails
324Mobile numbers
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The 20 largest machine learning loan origination companies based in San Francisco, United States

Ranked by team size
Top 20 of 41 company matches for machine learning loan origination companies based in San Francisco, United States, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Sep 13, 2026. The RevenueBase SmartSearch column shows Exact match membership in this saved search. Click a contact count to view that company's people. Totals use company locations recorded by RevenueBase; the displayed preview is a smaller selection.
#CompanyRevenueBase SmartSearchHeadquartersEmployeesContacts
1Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 202651-20069 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
2Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 202651-20060 contacts →

Exact match

“Two Dots builds AI underwriting technology that automates and solves problems traditional systems can't.”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
3Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 202651-20047 contacts →

Exact match

“Informed helps financial institutions fund more loans faster while reducing risk and fraud.”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
4Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 202611-5043 contacts →

Exact match

“FDIC-insured banks and fintechs use Casca to process business loan applications with 90% less manual effort and 300% higher conversion rates.”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
5Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 202611-5043 contacts →

Exact match

“Salient enables US consumer lenders to increase recovery, resolve disputes and losses faster, reduce manual servicing workload, and strengthen exam readiness, all through AI…”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
6Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 202651-20043 contacts →

Exact match

“With our award-winning, AI-powered tools under the hood, lenders, credit unions, and employers have empowered >3 million people to get homebuyer-ready, pay down debt, and save for…”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
7Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 202651-20028 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
8Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 202611-5023 contacts →

Exact match

“At Alltius, we help insurance and banking enterprises unlock the real value of AI-by turning complex workflows into compliance-ready, outcome-driven automations.”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
9Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 202611-5021 contacts →

Exact match

“Formed in 2015, Plum Lending is revolutionizing commercial real estate lending, combining the world of data science with traditional lending.”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
10Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 202611-5014 contacts →

Exact match

“MonJa: Helping Customers Automate Manual Workflows.”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
11Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 202651-20013 contacts →

Exact match

“LoanFlow is the world’s first smart loan technology that uses AI and machine learning to analyze a person’s entire financial picture, and shows them how to benefit with a smart…”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
12Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 20261-1010 contacts →

Exact match

“AI-loan protocol enabling dApps to launch loan marketplaces with AI agents and DeFi Credit Scores.”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
13Exact matchSan Francisco, United StatesHQ recorded Sep 13, 20261-108 contacts →

Exact match

“AI driven risk models (origination and monitoring) & digital lending platform for the agribusiness industry, starting with dairy & beef.”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
14Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 20261-108 contacts →

Exact match

“Agentic AI platform to help lenders and brokers close more small business loans.”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
15Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 202611-506 contacts →

Exact match

“Banker AI provides GenAI agents that support lending and portfolio management processes, integrating seamlessly with existing underwriting and investment platforms to bring…”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
16Exact matchSan Francisco, United StatesHQ recorded Sep 13, 202611-506 contacts →

Exact match

“Boost.money is a cutting-edge AI platform empowering Financial Institutions and Lenders to revolutionize lending decisions.”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
17Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 202611-506 contacts →

Exact match

“Flowcast leverages its patented machine learning methodologies to create high-performing predictive models that assess risk and enable lenders to unlock credit to all size…”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
18Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 20261-105 contacts →

Exact match

“Soteris builds machine learning software to help insurers and MGAs more accurately select and price auto insurance risks.”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
19Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 20261-104 contacts →

Exact match

“Shiboleth automates consumer lending compliance with AI.”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase
20Exact matchSan Francisco, CA, United StatesHQ recorded Sep 13, 202611-504 contacts →

Exact match

“Millions of businesses across the country rely on commercial lenders for the funds they need to build and grow their businesses.”

Recorded in the RevenueBase company graph · Sep 13, 2026 · View company records in RevenueBase

Showing 20 of 41 machine learning loan origination companies based in San Francisco, United States

See the full list, filter by size, metro and specialty, and access 222 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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Machine learning loan origination companies based in San Francisco, United States at a glance

As of Sep 13, 2026
24.5%Verified-email coverage
35.8%Mobile-number coverage
22.1Average contacts per company
11-50Median size (employees)
Sep 13, 2026Page data refreshed

Companies by employee count

1-10
17
11-50
15
51-200
6
201-500
3

Freshness & accuracy

How recently the business emails were verified and the company information checked

Email last verified

Median 16.0d

Company record updated

Median 54.0d

How this list was built

The recorded descriptions help you assess these company matches. Check a company’s website for its current services and locations.

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
Company records associated with San Francisco, United States whose business descriptions match “machine learning loan origination companies” by meaning at the Exact setting. Descriptions are compiled in the RevenueBase company graph from public websites, profiles and company information where available; they are not guaranteed quotations from the company's website.
RevenueBase SmartSearch
Describe a niche company in your own words to find businesses by meaning. Exact, Similar, Related and Broad control the breadth of RevenueBase SmartSearch. This saved list uses Exact. Each row's Exact match badge shows inclusion in that search, not an individual score or a service-quality judgment.
Public preview
The public preview omits records without a verified work email. Where headquarters information is recorded, preview rows are also filtered to this page’s location. Dataset totals and geographic summaries describe the full matched records before these preview filters.
Match quality
RevenueBase's August 25, 2026 study assessed 4,198 description/company pairs across matching settings. The publisher reports 86% good or better at Exact. This evaluates the method across queries; it does not audit this individual list. Recorded company descriptions, where available, help you judge each match yourself. Read the full methodology: how the lists are built and what the study measures.
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 displayed company carries at least one verified work email. RevenueBase tracks 222 professional contacts with verified work emails across the full matched dataset. 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 13, 2026. Lists refresh periodically as the graph is re-checked.
Record context
Company records and descriptions can change. Check the company's website for its current services and locations.

Machine learning loan origination companies by metro in the United States

Frequently asked

What is RevenueBase SmartSearch?

RevenueBase SmartSearch finds niche companies by the meaning of their business descriptions in the RevenueBase company graph. Exact, Similar, Related and Broad control how closely companies must fit your description. This list uses Exact for “machine learning loan origination companies”; each Exact match badge shows search membership, not an individual similarity or quality score.

How many machine learning loan origination companies are there based in San Francisco, United States?

RevenueBase identified 41 company matches for machine learning loan origination companies associated with San Francisco, United States as of September 2026, using the meaning of business descriptions at Exact. This is the recorded matched set in the RevenueBase company graph.

What is the largest company on this list?

MIGO tops the displayed preview by professional contacts tracked in RevenueBase. Recorded headquarters appear in the company rows.

Which city in the United States has the most machine learning loan origination companies?

New York leads the United States with 51 company records, 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 limited free results with 500 credits to start. Upgrading provides access to the 222 professional contacts with verified work emails tracked across these 41 companies; direct dials are available where recorded.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on September 13, 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.