Company lists · Data refreshed October 2026

Top 25 Explainable AI companies worldwide

RevenueBase identified 823 company matches for explainable AI companies worldwide as of October 2026 and tracks 7,871 professional contacts across them, including 2,258 with verified work emails. The United States is the largest market and London the largest hub.

This list covers company matches for explainable AI companies worldwide, 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 October 1, 2026. Country and city lists for explainable AI companies follow the table.

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 Oct 1, 2026 How this list was built
823Companies
7,871Contacts tracked
2,258Verified emails
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The 25 largest explainable AI companies worldwide

Ranked by team size
Top 25 of 823 company matches for explainable AI companies worldwide, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Oct 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 matchParis, FranceHQ recorded Oct 1, 2026501-1,000570 contacts →

Exact match

“Shift delivers AI agents that transform insurers' most critical work.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
2Exact matchLondon, United KingdomHQ recorded Oct 1, 2026201-500564 contacts →

Exact match

“Founded in 2014, Faculty is one of Europe’s leading applied AI companies.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
3Exact matchGlendale, CA, United StatesHQ recorded Oct 1, 2026201-500234 contacts →

Exact match

“BeyondAI delivers AI designed to reason, adapt, and operate reliably in complex enterprise environments.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
4Exact matchToronto, ON, CanadaHQ recorded Oct 1, 2026201-500210 contacts →

Exact match

“AI systems for how organizations actually operate.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
5Exact matchSarıyer, TürkiyeHQ recorded Oct 1, 2026201-500159 contacts →

Exact match

“At NewMind AI, we are more than a technology company; we are architects of transformation, empowering enterprises to thrive in a rapidly evolving world.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
6Exact matchBoston, MA, United StatesHQ recorded Oct 1, 202651-200157 contacts →

Exact match

“Findability Sciences, Applied AI That Works in the Real World Recognised by Fortune as one of America's Most Innovative Companies, Findability Sciences is a global Applied AI and…”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
7Exact matchReston, VA, United StatesHQ recorded Oct 1, 202651-200130 contacts →

Exact match

“Seekr delivers AI you can trust in mission-critical environments.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
8Exact matchAdelaide, AustraliaHQ recorded Oct 1, 202651-200128 contacts →

Exact match

“Tiimely is a platform technology company leading the future of financial assessment through predictive and explainable AI, and configurable, API-led solutions.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
9Exact matchBangalore, IndiaHQ recorded Oct 1, 202651-200107 contacts →

Exact match

“DataGrokr is building AI-native data and decision systems, and the way we think about the work has shifted along with the tools.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
10Exact matchCopenhagen, DenmarkHQ recorded Oct 1, 202651-20089 contacts →

Exact match

“Halfspace - part of Faculty.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
11Exact matchBoca Raton, FL, United StatesHQ recorded Oct 1, 202651-20085 contacts →

Exact match

“Our mission is to use Explainable Artificial Intelligence (xAI) to revolutionize the healthcare industry by increasing transparency, fairness, and trust in the decision-making…”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
12Exact matchBoston, MA, United StatesHQ recorded Oct 1, 202611-5083 contacts →

Exact match

“Lazarus AI is an AI engine company helping enterprises deploy artificial intelligence safely, reliably, and at scale.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
13Exact matchIselin, NJ, United StatesHQ recorded Oct 1, 202651-20069 contacts →

Exact match

“is a core AI company with a bold mission: to go beyond correlation and uncover true causation.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
14Exact matchNew York, NY, United StatesHQ recorded Oct 1, 202611-5065 contacts →

Exact match

“At MavenMagnet AI, we are helping world's leading brands and organizations make better business decisions by empowering them with actionable insights from a unified digital…”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
15Exact matchPalo Alto, CA, United StatesHQ recorded Oct 1, 202611-5062 contacts →

Exact match

“At Pathway we are shaking the foundations of artificial intelligence by introducing the world's first post-transformer model that adapts and thinks just like humans.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
16Exact matchLogroño, SpainHQ recorded Oct 1, 202611-5058 contacts →

Exact match

“At GNOSS, we help government and business organizations make reliable critical decisions.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
17Exact matchAustin, NC, United StatesHQ recorded Oct 1, 202651-20057 contacts →

Exact match

“In 36 months, agentic AI systems will be an operating reality across major institutions.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
18Exact matchLos Angeles, CA, United StatesHQ recorded Oct 1, 202651-20052 contacts →

Exact match

“The AI industry is selling companies the fallacy that they can use one LLM and change the world.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
19Exact matchUnited StatesHQ recorded Oct 1, 202651-20050 contacts →

Exact match

“AI is now your most important web visitor.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
20Exact matchStadtkreis 5 Industriequartier, SwitzerlandHQ recorded Oct 1, 202651-20046 contacts →

Exact match

“Ethon’s AI Platform understands how your production processes behave in real-time, surfacing deviations and explaining what drives variation.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
21Exact matchClearwater, FL, United StatesHQ recorded Oct 1, 202651-20046 contacts →

Exact match

“Equitus transforms fragmented data into structured, contextualized, and explainable intelligence.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
22Exact matchLansing, United StatesHQ recorded Oct 1, 2026201-50045 contacts →

Exact match

“Founded in Lansing, MI, in 2016, LENS Corporation has evolved into a global enterprise.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
23Exact matchSan Francisco, CA, United StatesHQ recorded Oct 1, 202611-5044 contacts →

Exact match

“Goodfire is a research company and public benefit corporation based in San Francisco, dedicated to using interpretability to understand, learn from, and design AI systems.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
24Exact matchNew York, NY, United StatesHQ recorded Oct 1, 202611-5044 contacts →

Exact match

“Designed for institutional investors, Reflexivity combines trusted data with explainable AI to surface insights - not noise.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
25Exact matchUnited StatesHQ recorded Oct 1, 202611-5044 contacts →

Exact match

“Gyan is a fundamentally new AI architecture built for Enterprises with low or zero tolerance for hallucinations, IP risks, or energy-hungry models.”

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

Showing 25 of 823 explainable AI companies worldwide

See the full list, filter by size, metro and specialty, and access 2,258 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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Explainable AI companies worldwide at a glance

As of Oct 1, 2026
28.7%Verified-email coverage
9.6Average contacts per company
1-10Median size (employees)
4.1%Largest-city concentration · London
Oct 1, 2026Page data refreshed

Companies by employee count

1-10
539
11-50
230
51-200
41
201-500
9
501-1,000
3
1,001-5,000
1

Email recency is reported on each country list linked below.

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.
Coverage
Every country. Country and city lists for explainable AI companies are linked below.
What qualifies
Company records worldwide whose business descriptions match “explainable 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. 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 2,258 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 October 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.

Explainable AI companies by location

7 lists · largest first

Every Explainable AI companies list RevenueBase publishes, by country and city. Counts are matching companies in each list as of its own refresh date.

Countries

Cities

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

How many explainable AI companies are there worldwide?

RevenueBase identified 823 company matches for explainable AI companies worldwide as of October 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?

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

Which country has the most explainable AI companies?

The United States leads with 267 companies, followed by India (78) and the United Kingdom (58). Every explainable AI companies list by country and city is linked on this page.

Which city has the most explainable AI companies?

London leads with 34 company records, followed by New York (31) and San Francisco (20).

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 2,258 professional contacts with verified work emails tracked across these 823 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 October 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.