Company lists · Data refreshed October 2026

Top 25 Machine learning data catalog software companies worldwide

RevenueBase identified 659 company matches for machine learning data catalog software companies worldwide as of October 2026 and tracks 12,518 professional contacts across them, including 4,207 with verified work emails. The United States is the largest market and New York the largest hub.

This list covers company matches for machine learning data catalog software 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 machine learning data catalog software 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
659Companies
12,518Contacts tracked
4,207Verified emails
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The 25 largest machine learning data catalog software companies worldwide

Ranked by team size
Top 25 of 659 company matches for machine learning data catalog software 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 matchKing Of Prussia, PA, United StatesHQ recorded Oct 1, 20261,001-5,0003,412 contacts →

Exact match

“Qlik helps teams get more out of AI with data they can rely on and control.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
2Exact matchBoston, ON, United StatesHQ recorded Oct 1, 2026501-1,000432 contacts →

Exact match

“AI has raised the stakes for enterprise data.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
3Exact matchParsippany, NJ, United StatesHQ recorded Oct 1, 2026201-500287 contacts →

Exact match

“Ganit is a full stack data company founded in 2017 with a mission to decipher the transformative power of artificial intelligence for businesses.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
4Exact matchAlpharetta, GA, United StatesHQ recorded Oct 1, 202651-200259 contacts →

Exact match

“OvalEdge is the Unified Data Governance Platform that delivers trusted data and context to teams, agents, and models, with the policy and audit controls to keep compliance in…”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
5Exact matchSan Jose, CA, United StatesHQ recorded Oct 1, 2026201-500208 contacts →

Exact match

“Founded in 2017, Deepen AI is the only safety-first data lifecycle tools and services company focused on unlocking the potential of machine learning and AI for autonomous systems.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
6Exact matchCoimbatore, VA, IndiaHQ recorded Oct 1, 202651-200159 contacts →

Exact match

“Hash Agile Technologies is an enterprise software company delivering secure, scalable, AI-powered data and application platforms for modern businesses.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
7Exact matchPrinceton, NJ, United StatesHQ recorded Oct 1, 2026201-500153 contacts →

Exact match

“EDETEK provides comprehensive metadata driven solutions to fulfill an enterprise's data engineering and business analytics needs, through excellence in technology and its…”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
8Exact matchNew York, NY, United StatesHQ recorded Oct 1, 202651-200143 contacts →

Exact match

“Archive360 is the AI-ready data control plane and governed AI execution layer for regulated enterprises.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
9Exact matchNetherlandsHQ recorded Oct 1, 202651-200142 contacts →

Exact match

Recorded description not available.

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
10Exact matchSan Francisco, CA, United StatesHQ recorded Oct 1, 202651-200134 contacts →

Exact match

“Saturam is a global & fast-growing Augmented Data Engineering company operated by experienced leaders and experts in Big-DataOps and Machine Learning.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
11Exact matchBangalore, IndiaHQ recorded Oct 1, 202651-200133 contacts →

Exact match

“BDB.ai is a Gartner 30 ranked Unified Data Analytics and Machine Learning platform, developed by the former R&D team of BusinessObjects, Paris.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
12Exact matchBurlington, MA, United StatesHQ recorded Oct 1, 20261,001-5,000122 contacts →

Exact match

“Progress MarkLogic unlocks value from complex data by making it easily discoverable and fit for purpose to build new applications, deliver decision intelligence and support your…”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
13Exact matchMelbourne, AustraliaHQ recorded Oct 1, 202651-200120 contacts →

Exact match

“Alex Solutions provides a unified, automation-first Enterprise Data Operations Platform powered by metadata to deliver trusted data intelligence, optimize enterprise data…”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
14Exact matchKensington, United KingdomHQ recorded Oct 1, 202651-200113 contacts →

Exact match

“Light IT Global is a Data Science company that provides custom web and mobile software development services that include, IT consulting, design, market research, quality…”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
15Exact matchPozuelo De Alarcón, SpainHQ recorded Oct 1, 202651-200112 contacts →

Exact match

“Solutions and expertise focused on Big Data technologies and Analytics techniques for processing large volumes of heterogeneous data in real time.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
16Exact matchHyderabad, IndiaHQ recorded Oct 1, 202651-200103 contacts →

Exact match

“Quadratyx is a globally respected AI-powered data science company that help businesses find new value from their data to make smarter, faster decisions and solve complex business…”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
17Exact matchBrussels, BelgiumHQ recorded Oct 1, 202651-200102 contacts →

Exact match

“To compensate for the inefficiency of modern software (Java, Python, Spark), companies are forced to stack servers, multiply clusters, and suffer skyrocketing Cloud costs.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
18Exact matchLyon, FranceHQ recorded Oct 1, 202651-20093 contacts →

Exact match

“DataGalaxy is a governance platform for Data & AI.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
19Exact matchNew York, NY, United StatesHQ recorded Oct 1, 202651-20089 contacts →

Exact match

“Velou is your brand’s product catalog agent-powered by AI-to drive more visibility, relevance, and sales everywhere your products appear: ads, SEO, marketplaces, and AI search…”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
20Exact matchBangkok, ThailandHQ recorded Oct 1, 202651-20085 contacts →

Exact match

“Data Wow is an expert in data processing and a leader in AI development.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
21Exact matchBangkok, ThailandHQ recorded Oct 1, 202651-20083 contacts →

Exact match

“Established in 2013, STelligence was the very first pioneer of commercial data analytics solution in Thailand with Self-Service Analytic and focusing on citizen data scientist as…”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
22Exact match广州, ChinaHQ recorded Oct 1, 2026201-50081 contacts →

Exact match

“DataStory is a leading big-data solution provider in China.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
23Exact matchAarhus, DenmarkHQ recorded Oct 1, 202651-20079 contacts →

Exact match

“timextender delivers AI-ready data by unifying and automating the entire data lifecycle through a metadata-driven platform built for speed, governance, and portability.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
24Exact matchSan Francisco, CA, United StatesHQ recorded Oct 1, 202651-20078 contacts →

Exact match

“HumanSignal enables data science teams to build AI models with their company DNA.”

Recorded in the RevenueBase company graph · Oct 1, 2026 · View company records in RevenueBase
25Exact matchPrinceton, NJ, United StatesHQ recorded Oct 1, 202651-20075 contacts →

Exact match

“Global IDs creates software to help businesses extract value from their Data Ecosystems.”

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

Showing 25 of 659 machine learning data catalog software companies worldwide

See the full list, filter by size, metro and specialty, and access 4,207 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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Machine learning data catalog software companies worldwide at a glance

As of Oct 1, 2026
33.6%Verified-email coverage
19.0Average contacts per company
1-10Median size (employees)
3.2%Largest-city concentration · New York
Oct 1, 2026Page data refreshed

Companies by employee count

1-10
340
11-50
240
51-200
62
201-500
12
501-1,000
3
1,001-5,000
2

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 data catalog software companies are linked below.
What qualifies
Company records worldwide whose business descriptions match “machine learning data catalog software 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 4,207 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.

Machine learning data catalog software companies by location

3 lists · largest first

Every Machine learning data catalog software companies list RevenueBase publishes, by country and city. Counts are matching companies in each list as of its own refresh date.

Countries

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 data catalog software companies”; each Exact match badge shows search membership, not an individual similarity or quality score.

How many machine learning data catalog software companies are there worldwide?

RevenueBase identified 659 company matches for machine learning data catalog software 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?

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

Which country has the most machine learning data catalog software companies?

The United States leads with 204 companies, followed by India (57) and the United Kingdom (35). Every machine learning data catalog software companies list by country and city is linked on this page.

Which city has the most machine learning data catalog software companies?

New York leads with 21 company records, followed by London (18) and San Francisco (17).

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 4,207 professional contacts with verified work emails tracked across these 659 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.