Company lists · Data refreshed November 2026

Top 25 Machine learning governance tools worldwide

RevenueBase identified 979 company matches for machine learning governance tools worldwide as of November 2026 and tracks 13,338 professional contacts across them, including 3,705 with verified work emails. The United States is the largest market and London the largest hub.

This list covers company matches for machine learning governance tools 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 November 5, 2026. Country and city lists for machine learning governance tools 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 Nov 5, 2026 How this list was built
979Companies
13,338Contacts tracked
3,705Verified emails
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The 25 largest machine learning governance tools worldwide

Ranked by team size
Top 25 of 979 company matches for machine learning governance tools worldwide, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Nov 5, 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 matchUs / Uk / Nepal / Kenya, United StatesHQ recorded Nov 5, 20261,001-5,0003,738 contacts →

Exact match

“Bridge the gap between your AI’s promise and its real-world performance.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
2Exact matchAtlanta, NY, United StatesHQ recorded Nov 5, 20261,001-5,0002,439 contacts →

Exact match

“OneTrust, the AI-Ready Governance Platform™, enables innovation through the responsible use of data and AI.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
3Exact matchNew York, United StatesHQ recorded Nov 5, 20261,001-5,0001,086 contacts →

Exact match

“Collibra is the enterprise AI control plane.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
4Exact matchToronto, CanadaHQ recorded Nov 5, 2026201-500228 contacts →

Exact match

“AI systems for how organizations actually operate.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
5Exact matchSydney, AustraliaHQ recorded Nov 5, 2026201-500222 contacts →

Exact match

“Secure Code Warrior helps organizations adopt AI-assisted software development securely.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
6Exact matchMiami, FL, United StatesHQ recorded Nov 5, 202651-200156 contacts →

Exact match

“In regulated industries, AI rarely fails because the model isn't smart enough, it fails because it can't be governed.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
7Exact matchBellevue, WA, United StatesHQ recorded Nov 5, 202651-200133 contacts →

Exact match

“Turn data chaos into data confidence with RecordPoint.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
8Exact matchMountain View, United StatesHQ recorded Nov 5, 202651-20094 contacts →

Exact match

“WitnessAI is the confidence layer for enterprise AI, providing the unified platform enterprises trust to observe, control, and protect all AI activity.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
9Exact matchIslamabad, PakistanHQ recorded Nov 5, 202651-20080 contacts →

Exact match

“Your enterprise lacks an AI advantage by solely relying on generalized ML models.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
10Exact matchHillsboro, United StatesHQ recorded Nov 5, 202651-20076 contacts →

Exact match

“NerdPine is an Enterprise AI Control & Governance company.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
11Exact matchPalo Alto, CA, United StatesHQ recorded Nov 5, 202651-20072 contacts →

Exact match

“Credo AI is the category-defining leader in AI governance, helping the world’s most iconic enterprises scale AI responsibly.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
12Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 202611-5072 contacts →

Exact match

“Holistic AI is the control layer for enterprise AI.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
13Exact matchSydney, AustraliaHQ recorded Nov 5, 202651-20072 contacts →

Exact match

“AI is already inside your organisation.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
14Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 202611-5065 contacts →

Exact match

“AI is only as good as the data it runs on.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
15Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 202651-20063 contacts →

Exact match

“We have been specialists in Python governance for over 7 years and help large companies scale their use of Python and AI with security, control, and confidence.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
16Exact matchShort Hills, NJ, United StatesHQ recorded Nov 5, 202651-20061 contacts →

Exact match

“Cranium AI is on a mission to secure the AI revolution with our award-winning AI Security and AI Governance platform, empowering organizations of all sizes to confidently adopt…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
17Exact matchRennes, FranceHQ recorded Nov 5, 202651-20059 contacts →

Exact match

“fruggr is an AI governance platform that provides real-time visibility, performance tracking, and compliance for all AI systems in your organization.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
18Exact matchMiramar, FL, United StatesHQ recorded Nov 5, 202651-20059 contacts →

Exact match

“Kriptos is an AI & Data Governance Platform that turns data intelligence into enforceable control across your existing security stack.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
19Exact matchPalo Alto, United StatesHQ recorded Nov 5, 202611-5055 contacts →

Exact match

“Singulr is the enterprise AI and agentic control plane that ensures governance is enforceable, controls are effective, and delivers measurable security outcomes.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
20Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 202651-20052 contacts →

Exact match

“Security, hallucination, and compliance gaps are stifling your AI production goals.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
21Exact matchLondon, United KingdomHQ recorded Nov 5, 202651-20045 contacts →

Exact match

“Most AI governance stalls at the policy document.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
22Exact matchToronto, ON, CanadaHQ recorded Nov 5, 202651-20044 contacts →

Exact match

“iTmethods delivers Continuous Agentic Assurance for AI-enabled work in regulated enterprises.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
23Exact matchSeattle, WA, United StatesHQ recorded Nov 5, 202611-5043 contacts →

Exact match

“Stacklok enables you to trust and empower knowledge workers with AI agents that are connected to your sensitive systems and data.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
24Exact matchValencia, SpainHQ recorded Nov 5, 202611-5042 contacts →

Exact match

“TrustWorks is a leading Privacy and AI Governance platform built around the reality of how organisations actually work.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
25Exact matchParis, FranceHQ recorded Nov 5, 202611-5042 contacts →

Exact match

“At Craft AI, we are convinced that the future of artificial intelligence lies in the democratisation of MLOps.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase

Showing 25 of 979 machine learning governance tools worldwide

See the full list, filter by size, metro and specialty, and access 3,705 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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Machine learning governance tools worldwide at a glance

As of Nov 5, 2026
27.8%Verified-email coverage
13.6Average contacts per company
1-10Median size (employees)
4.0%Largest-city concentration · London
Nov 5, 2026Page data refreshed

Companies by employee count

1-10
719
11-50
210
51-200
39
201-500
4
501-1,000
1
1,001-5,000
4
10001+
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 machine learning governance tools are linked below.
What qualifies
Company records worldwide whose business descriptions match “machine learning governance tools” 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 3,705 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 November 5, 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 governance tools by location

4 lists · largest first

Every Machine learning governance tools 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 “machine learning governance tools”; each Exact match badge shows search membership, not an individual similarity or quality score.

How many machine learning governance tools are there worldwide?

RevenueBase identified 979 company matches for machine learning governance tools worldwide as of November 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?

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

Which country has the most machine learning governance tools?

The United States leads with 305 companies, followed by the United Kingdom (54) and Canada (35). Every machine learning governance tools list by country and city is linked on this page.

Which city has the most machine learning governance tools?

London leads with 39 company records, followed by San Francisco (38) and New York (28).

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 3,705 professional contacts with verified work emails tracked across these 979 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 November 5, 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.