Company lists · Data verified August 2026

Top 25 AI interpretability software companies based in the United States

Name: AI interpretability software companies based in the United States
Creator: RevenueBase
License: https://creativecommons.org/licenses/by/4.0/

Compiled by the RevenueBase Data Team Verified Aug 28, 2026 95 companies tracked

There are 95 AI interpretability software companies headquartered in the United States (RevenueBase, August 2026). RevenueBase tracks 916 professional contacts across them, including 326 with verified work emails and 305 with mobile numbers. San Francisco is the largest hub.

This list covers AI interpretability software 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. Data current as of August 28, 2026.

95Companies

916Contacts tracked

326Verified emails

305Mobile numbers

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The 25 largest AI interpretability software companies based in the United States

Ranked by team size

Top 25 of 95 AI interpretability software companies based in the United States, ranked by team size, largest first. Data verified Aug 28, 2026. Click a count to unlock that company's people.
#	Company	HQ	Employees	Contacts	Verified emails
1	Tellius	VA	51-200	114	38
2	Healthworksai	Raton, FL	51-200	85	35
3	Striveworks	Vass, NC	51-200	83	51
4	iv.ai	Los Angeles, CA	51-200	52	26
5	Goodfire	San Francisco, CA	11-50	44	27
6	Axiomatic AI	Boston, MA	11-50	33	16
7	Eazyml	New York	51-200	31	1
8	Zestfinance	Burbank, CA	51-200	30	2
9	Cloud Theory	Grand Rapids, MI	11-50	28	19
10	ask2.ai	Delray Beach, FL	11-50	23	8
11	Theosym	Irvine, CA	11-50	20	3
12	HOWSO	Raleigh, NC	11-50	18	10
13	Mined XAI	Dayton, OH	11-50	16	11
14	APRES	San Francisco, CA	1-10	13	3
15	Guide Labs	San Francisco, CA	1-10	12	7
16	Poletus	West Hollywood, CA	51-200	12	3
17	Truera	Bellevue, WA	51-200	10	6
18	Amruta, INC	Fredericksburg, VA	11-50	10	1
19	Bast AI	Denver, CO	1-10	9	6
20	ANVAI	San Francisco, CA	1-10	9	3
21	Realm Labs AI	Sunnyvale, CA	11-50	8	7
22	Athenic AI	San Francisco, CA	1-10	8	5
23	Pramana, INC	Morrisville, NC	1-10	8	4
24	Settletop	Newburyport, MA	11-50	8	3
25	Auriq Systems, INC	Pasadena, CA	11-50	8	3

Showing 25 of 95 AI interpretability software companies based in the United States

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AI interpretability software companies based in the United States at a glance

As of Aug 28, 2026

1-10Median size (employees)

San FranciscoLargest hub · 14 HQs

305Contacts with mobile numbers

0Emails re-verified in last 30 days

Companies by employee count

1-10

11-50

51-200

501-1,000

1,001-5,000

AI interpretability software companies by metro

Metro	Companies
AI interpretability software companies in San Francisco	14
AI interpretability software companies in New York	9
AI interpretability software companies in Denver	4
AI interpretability software companies in Los Angeles	4
AI interpretability software companies in Chicago	4
AI interpretability software companies in Cambridge	3
AI interpretability software companies in Alpharetta	2
AI interpretability software companies in Austin	2

How this list was built

Source: The RevenueBase company graph: 21.3 million companies and 398.9 million professional contacts resolved from primary sources.
Inclusion: Companies whose own business descriptions match “AI interpretability software companies”, with match quality audited by blind human judging, and headquartered in the United States.
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: Contact records re-verify on a rolling cadence; 0 contacts on this list were re-verified in the last 30 days.
Refresh: Lists are refreshed periodically as the underlying company graph is re-verified. Last verified Aug 28, 2026.

Frequently asked

How many AI interpretability software companies are there based in the United States?

There are 95 AI interpretability software companies headquartered in the United States as of August 2026 (RevenueBase).

What is the largest company on this list?

Tellius, headquartered in United States, tops this list with the largest team on record.

Which city has the most AI interpretability software companies?

San Francisco leads with 14 headquartered companies, followed by New York (9) and Denver (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 326 verified decision-maker contacts tracked across these 95 companies.

How current is this list?

The list is refreshed periodically as the underlying company graph is re-verified. It was last verified on August 28, 2026.

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About this data

RevenueBase is a B2B contact data platform. Its company graph covers 21.3 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, the same data that powers RevenueBase's B2B data products and the free research portal.