Company lists · Data refreshed September 2026

Top 25 Explainable AI software companies worldwide

Name: Explainable AI software companies worldwide
Creator: RevenueBase
License: https://creativecommons.org/licenses/by/4.0/

Compiled by the RevenueBase Data Team Data refreshed Sep 28, 2026 1,026 companies tracked

RevenueBase identified 1,026 explainable AI software companies worldwide as of September 2026 and tracks 15,675 professional contacts across them, including 6,637 with verified work emails. The United States is the largest market and London the largest hub.

This list covers explainable AI software companies worldwide, 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 28, 2026. Country and city lists for explainable AI software companies follow the table.

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.

How to read this list HQ checked on every row RevenueBase Smart Search rating on every row Refreshed Sep 28, 2026 86% judged on-target in blind review

1,026Companies

15,675Contacts tracked

6,637Verified emails

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The 25 largest explainable AI software companies worldwide

Ranked by team size

Top 25 of 1,026 explainable AI software companies worldwide, ranked by team size, largest first. Data refreshed Sep 28, 2026. RevenueBase Smart Search rates how each company's information relates to explainable AI software companies: strong evidence (its own description names it), partial (names part of it), indirect (matched on the rest of its profile rather than the description shown). Click a contact count to view that company's people.
#	Company	RevenueBase Smart Search	Headquarters	Employees	Contacts
1	Palantir Technologies	Partial evidence	Miami, CO, United StatesHQ checked Sep 28, 2026	1,001-5,000	5,403 contacts →
	Partial evidence “AI-powered automation for every decision.” Source: RevenueBase Database · checked Sep 28, 2026
2	Shift Technology	Partial evidence	Paris, FranceHQ checked Sep 28, 2026	501-1,000	570 contacts →
	Partial evidence “Shift delivers AI agents that transform insurers' most critical work.” Source: RevenueBase Database · checked Sep 28, 2026
3	Nakisa	Strong evidence	Montreal, QC, CanadaHQ checked Sep 28, 2026	201-500	305 contacts →
	Strong evidence “Nakisa is an enterprise AI software provider that empowers teams across finance, real estate, HR, strategy, and operations to decide, plan, and execute key business decisions.” Source: RevenueBase Database · checked Sep 28, 2026
4	Lumivero	Partial evidence	Denver, CO, United StatesHQ checked Sep 28, 2026	201-500	296 contacts →
	Partial evidence “Turn data complexity into clarity with Lumivero – a leading provider of research and decision software built to help organizations simplify complex data, uncover meaningful…” Source: RevenueBase Database · checked Sep 28, 2026
5	gooddata.ai	Partial evidence	San Francisco, CA, United StatesHQ checked Sep 28, 2026	201-500	280 contacts →
	Partial evidence “GoodData.AI is the AI-native, full-stack decision intelligence platform that helps businesses turn data into actionable, enterprise-grade insights.” Source: RevenueBase Database · checked Sep 28, 2026
6	Beyondai	Partial evidence	Glendale, CA, United StatesHQ checked Sep 28, 2026	201-500	234 contacts →
	Partial evidence “BeyondAI delivers AI designed to reason, adapt, and operate reliably in complex enterprise environments.” Source: RevenueBase Database · checked Sep 28, 2026
7	Shyftlabs	Partial evidence	Toronto, ON, CanadaHQ checked Sep 28, 2026	201-500	210 contacts →
	Partial evidence “AI systems for how organizations actually operate.” Source: RevenueBase Database · checked Sep 28, 2026
8	Newmind AI	Partial evidence	Sarıyer, TürkiyeHQ checked Sep 28, 2026	201-500	159 contacts →
	Partial evidence “At NewMind AI, we are more than a technology company; we are architects of transformation, empowering enterprises to thrive in a rapidly evolving world.” Source: RevenueBase Database · checked Sep 28, 2026
9	Findability Sciences	Partial evidence	Boston, MA, United StatesHQ checked Sep 28, 2026	51-200	157 contacts →
	Partial evidence “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…” Source: RevenueBase Database · checked Sep 28, 2026
10	primer.ai	Indirect evidence	San Francisco, CA, United StatesHQ checked Sep 28, 2026	51-200	137 contacts →
	Indirect evidence “Primer exists to make the world a safer place.” Source: RevenueBase Database · checked Sep 28, 2026
11	SEEKR	Partial evidence	Reston, VA, United StatesHQ checked Sep 28, 2026	51-200	130 contacts →
	Partial evidence “Seekr delivers AI you can trust in mission-critical environments.” Source: RevenueBase Database · checked Sep 28, 2026
12	Tiimely	Strong evidence	Adelaide, AustraliaHQ checked Sep 28, 2026	51-200	128 contacts →
	Strong evidence “Tiimely is a platform technology company leading the future of financial assessment through predictive and explainable AI, and configurable, API-led solutions.” Source: RevenueBase Database · checked Sep 28, 2026
13	Tellius	Partial evidence	Herndon, VA, United StatesHQ checked Sep 28, 2026	51-200	110 contacts →
	Partial evidence “Real business problems are hard to answer with AI today because the truth requires more than just multiple hops across disparate systems and context silos that don’t line up, the…” Source: RevenueBase Database · checked Sep 28, 2026
14	Datagrokr	Partial evidence	Bengaluru, IndiaHQ checked Sep 28, 2026	51-200	107 contacts →
	Partial evidence “DataGrokr is building AI-native data and decision systems, and the way we think about the work has shifted along with the tools.” Source: RevenueBase Database · checked Sep 28, 2026
15	Citrusbug Technolabs	Strong evidence	Itasca, IL, United StatesHQ checked Sep 28, 2026	51-200	103 contacts →
	Strong evidence “Citrusbug is a leading AI software engineering company, making high-end and complex AI/ML services accessible to enterprises, SMEs, and startups without breaking the bank.” Source: RevenueBase Database · checked Sep 28, 2026
16	Halfspace	Indirect evidence	Copenhagen, DenmarkHQ checked Sep 28, 2026	51-200	89 contacts →
	Indirect evidence “Halfspace - part of Faculty.” Source: RevenueBase Database · checked Sep 28, 2026
17	Healthworksai	Partial evidence	Boca Raton, FL, United StatesHQ checked Sep 28, 2026	51-200	85 contacts →
	Partial evidence “Our mission is to use Explainable Artificial Intelligence (xAI) to revolutionize the healthcare industry by increasing transparency, fairness, and trust in the decision-making…” Source: RevenueBase Database · checked Sep 28, 2026
18	Lazarus AI	Partial evidence	Boston, MA, United StatesHQ checked Sep 28, 2026	11-50	83 contacts →
	Partial evidence “Lazarus AI is an AI engine company helping enterprises deploy artificial intelligence safely, reliably, and at scale.” Source: RevenueBase Database · checked Sep 28, 2026
19	MTAB	Partial evidence	Yorba Linda, CA, United StatesHQ checked Sep 28, 2026	51-200	76 contacts →
	Partial evidence “mTab is the AI-powered Decision Intelligence company helping enterprises turn research, operational, and marketing data into faster, smarter decisions.” Source: RevenueBase Database · checked Sep 28, 2026
20	Inrule	Strong evidence	Chicago, IL, United StatesHQ checked Sep 28, 2026	51-200	72 contacts →
	Strong evidence “InRule Technology® is an AI decisioning company providing integrated decisioning, machine learning and process automation software to the enterprise.” Source: RevenueBase Database · checked Sep 28, 2026
21	Arcone AI	Indirect evidence	Austin, TX, United StatesHQ checked Sep 28, 2026	51-200	69 contacts →
	Indirect evidence “Our Vision: We envision a future where enterprises harness the power of decision intelligence and clarity to drive growth, trust, and financial success.” Source: RevenueBase Database · checked Sep 28, 2026
22	Data Poem	Partial evidence	Iselin, NJ, United StatesHQ checked Sep 28, 2026	51-200	69 contacts →
	Partial evidence “is a core AI company with a bold mission: to go beyond correlation and uncover true causation.” Source: RevenueBase Database · checked Sep 28, 2026
23	Mavenmagnet AI	Partial evidence	New York, NY, United StatesHQ checked Sep 28, 2026	11-50	65 contacts →
	Partial evidence “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…” Source: RevenueBase Database · checked Sep 28, 2026
24	Pathway	Indirect evidence	Palo Alto, CA, United StatesHQ checked Sep 28, 2026	11-50	62 contacts →
	Indirect evidence “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.” Source: RevenueBase Database · checked Sep 28, 2026
25	Intelmatix	Partial evidence	United StatesHQ checked Sep 28, 2026	51-200	60 contacts →
	Partial evidence “Intelmatix is a deep tech AI company founded by a group of MIT technologists with a global presence through offices in Riyadh, London, and Boston.” Source: RevenueBase Database · checked Sep 28, 2026

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: explainable AI software 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 explainable AI software companies.
Partial evidence: Its own public description names part of explainable AI software companies, so it works in or next to the category without describing itself that way.
Indirect evidence: The description shown does not name explainable AI software 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 1,026 explainable AI software companies worldwide

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Explainable AI software companies worldwide at a glance

As of Sep 28, 2026

42.3%Verified-email coverage

15.3Average contacts per company

1-10Median size (employees)

3.4%Largest-city concentration · London

Sep 28, 2026Page data refreshed

Companies by employee count

1-10

640

11-50

298

51-200

201-500

501-1,000

1,001-5,000

Email recency is reported on each country list linked below.

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 explainable AI software 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.
Coverage: Every country. Country and city lists for explainable AI software companies are linked below.
What qualifies: Companies worldwide whose own description of what they do matches “explainable AI software 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 explainable AI software 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 explainable AI software companies, and records with no verified work email.
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, 6,637 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 28, 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.

Explainable AI software companies by location

8 lists · largest first

Every Explainable AI software 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 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 explainable AI software 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 explainable AI software companies are there worldwide?

RevenueBase identified 1,026 explainable AI software companies worldwide 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?

Palantir Technologies, headquartered in Denver, tops this list with the largest team on record.

Which country has the most explainable AI software companies?

The United States leads with 276 companies, followed by India (117) and the United Kingdom (61). Every explainable AI software companies list by country and city is linked on this page.

Which city has the most explainable AI software companies?

London leads with 35 headquartered companies, followed by New York (27) and San Francisco (24).

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 6,637 verified decision-maker contacts tracked across these 1,026 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 28, 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.