Company lists · Data refreshed September 2026

Top 25 Drug discovery AI companies based in the United States

RevenueBase identified 850 company matches for drug discovery AI companies associated with the United States as of September 2026 and tracks 26,140 professional contacts across them, including 12,385 with verified work emails and 9,262 with mobile numbers. San Francisco is the largest hub.

This list covers company matches for drug discovery AI companies associated with the 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 1, 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 1, 2026 How this list was built
850Companies
26,140Contacts tracked
12,385Verified emails
9,262Mobile numbers
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The 25 largest drug discovery AI companies based in the United States

Ranked by team size
Top 25 of 850 company matches for drug discovery AI companies based in the United States, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Sep 1, 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 matchDurham, NC, United States1,001-5,0002,786 contacts →

Exact match

“Tempus is a technology company advancing precision medicine through the practical application of artificial intelligence in healthcare.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
2Exact matchWaltham, MA, United States1,001-5,0001,903 contacts →

Exact match

“ArisGlobal is transforming the way today’s most successful life sciences companies develop breakthroughs and bring new products to market.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
3Exact matchGlendale, AZ, United States1,001-5,0001,666 contacts →

Exact match

“Saama develops life science solutions that accelerate the delivery of therapies to patients.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
4Exact matchIrving, TX, United States1,001-5,0001,551 contacts →

Exact match

“Caris Life Sciences® (Caris) is the leading next-generation TechBio company and precision medicine pioneer that is actively developing and delivering innovative solutions to…”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
5Exact matchBlue Bell, PA, United States1,001-5,0001,244 contacts →

Exact match

“Certara accelerates medicines using proprietary biosimulation software, technology and services to transform traditional drug discovery and development.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
6Exact matchBoston, MA, United States501-1,000841 contacts →

Exact match

“We are rebuilding biotech for the AI era.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
7Exact matchSalt Lake City, UT, United States501-1,000779 contacts →

Exact match

“Recursion (NASDAQ: RXRX) is a clinical stage TechBio company leading the space by decoding biology to radically improve lives.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
8Exact matchWaltham, MA, United States501-1,000434 contacts →

Exact match

“BostonGene is redefining cancer patient care and drug development through the integration of omnimodal data and AI.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
9Exact matchMillbrae, CA, United States201-500422 contacts →

Exact match

“Eikon Therapeutics is a late-stage clinical biopharmaceutical company advancing a pipeline of potential therapies for patients with unmet medical needs.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
10Exact matchNew York, United States51-200398 contacts →

Exact match

“Qure.ai is a health tech company that uses deep learning and Artificial Intelligence (AI) to make healthcare more accessible and equitable for patients worldwide.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
11Exact matchMemphis, TN, United States501-1,000283 contacts →

Exact match

“PathAI's mission is to improve patient outcomes with AI-powered pathology.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
12Exact matchBoston, MA, United States201-500279 contacts →

Exact match

“Insilico Medicine, a clinical stage biotech company powered by generative AI, is connecting biology, chemistry, and clinical trials analysis using next-generation AI systems.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
13Exact matchSan Diego, CA, United States201-500273 contacts →

Exact match

Recorded description not available.

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
14Exact matchSouth San Francisco, CA, United States201-500264 contacts →

Exact match

“insitro is the physical AI company unlocking causal human biology, founded and led by AI pioneer Daphne Koller.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
15Exact matchSan Diego, CA, United States201-500200 contacts →

Exact match

“Chemaxon is a leading cheminformatics company, setting the industry standard for quality and accuracy.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
16Exact matchNew York, NY, United States51-200192 contacts →

Exact match

“Valo is a technology company built to transform drug discovery and development using large-scale data and AI-powered computation.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
17Exact matchVancouver, WA, United States51-200187 contacts →

Exact match

“Absci is a data-first AI drug creation company designing differentiated therapeutics using generative AI.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
18Exact matchDurham, NC, United States201-500183 contacts →

Exact match

“Simulations Plus is a leading provider of modeling and simulation software and consulting services supporting drug discovery, development research, and regulatory submissions.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
19Exact matchBoston, MA, United States51-200180 contacts →

Exact match

“Formation Bio is an AI-native pharma company differentiated by radically more efficient drug development.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
20Exact matchSouth San Francisco, CA, United States51-200175 contacts →

Exact match

“Xaira Therapeutics is an integrated biotechnology company driving advances in artificial intelligence to learn the language of life and transform how we treat disease.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
21Exact matchWatertown, MA, United States51-200164 contacts →

Exact match

“Treeline (or Treeline Biosciences) is a privately held, clinical-stage biopharma company that aspires to make medicines at the highest level.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
22Exact matchSan Francisco, CA, United States51-200157 contacts →

Exact match

“AI-powered data and market intelligence solutions - We leverage AI to transform clinical trial data and market intelligence into actionable insights to accelerate pharma…”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
23Exact matchAnn Arbor, MI, United States51-200134 contacts →

Exact match

“The Real-world Evidence to validate a drug target, identify trial-eligible patients, or change a diagnosis already exists.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
24Exact matchHouston, TX, United States51-200129 contacts →

Exact match

“Mstack is building an AI-native platform transforming chemical R&D and supply.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase
25Exact matchWaltham, MA, United States201-500126 contacts →

Exact match

“Three industry leading companies, MedQIA, WorldCare Clinical and DARC, have come together to form Voiant, the new leader in clinical trial imaging endpoint data.”

Recorded in the RevenueBase company graph · Sep 1, 2026 · View company records in RevenueBase

Showing 25 of 850 drug discovery AI companies based in the United States

See the full list, filter by size, metro and specialty, and access 12,385 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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Drug discovery AI companies based in the United States at a glance

As of Sep 1, 2026
47.4%Verified-email coverage
35.4%Mobile-number coverage
30.8Average contacts per company
1-10Median size (employees)
8.5%Largest-city concentration · San Francisco
Sep 1, 2026Page data refreshed

Companies by employee count

1-10
468
11-50
287
51-200
69
201-500
13
501-1,000
6
1,001-5,000
6
10001+
1

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 the United States whose business descriptions match “drug discovery AI 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 12,385 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 1, 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.

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 “drug discovery AI companies”; each Exact match badge shows search membership, not an individual similarity or quality score.

How many drug discovery AI companies are there based in the United States?

RevenueBase identified 850 company matches for drug discovery AI companies associated with the 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?

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

Which city has the most drug discovery AI companies?

San Francisco leads with 72 company records, followed by Cambridge (55) and Boston (53).

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 12,385 professional contacts with verified work emails tracked across these 850 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 1, 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.