Company lists · Data refreshed September 2026

Top 25 Data prep and governance software companies worldwide

Name: Data prep and governance software companies worldwide
Creator: RevenueBase
License: https://creativecommons.org/licenses/by/4.0/

Compiled by the RevenueBase Data Team Data refreshed Sep 28, 2026 1,482 companies tracked

RevenueBase identified 1,482 data prep and governance software companies worldwide as of September 2026 and tracks 29,187 professional contacts across them, including 10,625 with verified work emails. The United States is the largest market and London the largest hub.

This list covers data prep and governance 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 data prep and governance 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

1,482Companies

29,187Contacts tracked

10,625Verified emails

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The 25 largest data prep and governance software companies worldwide

Ranked by team size

Top 25 of 1,482 data prep and governance 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 data prep and governance 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	Precisely	Partial evidence	Burlington, MA, United StatesHQ checked Sep 28, 2026	1,001-5,000	2,243 contacts →
	Partial evidence “As a global leader in data integrity, Precisely ensures that your data is accurate, consistent, and contextual.” Source: RevenueBase Database · checked Sep 28, 2026
2	Collibra	Indirect evidence	New York, NY, United StatesHQ checked Sep 28, 2026	1,001-5,000	985 contacts →
	Indirect evidence “Collibra is the enterprise AI control plane.” Source: RevenueBase Database · checked Sep 28, 2026
3	Denodo	Partial evidence	Palo Alto, CA, United StatesHQ checked Sep 28, 2026	501-1,000	691 contacts →
	Partial evidence “Denodo is a global leader in data management, powering trustworthy AI agents and applications.” Source: RevenueBase Database · checked Sep 28, 2026
4	Diligent ACL Analytics	Partial evidence	Vancouver, BC, CanadaHQ checked Sep 28, 2026	201-500	648 contacts →
	Partial evidence “ACL Analytics is designed exclusively for governance professionals to help make you more efficient by automating manual and repetitive processes.” Source: RevenueBase Database · checked Sep 28, 2026
5	Mega International	Partial evidence	Paris, FranceHQ checked Sep 28, 2026	201-500	615 contacts →
	Partial evidence “MEGA International is a global SaaS software company headquartered in Paris, France, with offices in 10 countries.” Source: RevenueBase Database · checked Sep 28, 2026
6	Talend	Partial evidence	San Mateo, CA, United StatesHQ checked Sep 28, 2026	1,001-5,000	563 contacts →
	Partial evidence “Talend, a Qlik company, is a global leader in data integration and data management, is taking the work out of working with data.” Source: RevenueBase Database · checked Sep 28, 2026
7	Pilog Group	Strong evidence	Dubai, United Arab EmiratesHQ checked Sep 28, 2026	501-1,000	507 contacts →
	Strong evidence “Global Leader in Data Lifecycle Management Since 1996, PiLog Group has been at the forefront of Data Quality and Governance, empowering organizations worldwide with innovative…” Source: RevenueBase Database · checked Sep 28, 2026
8	Matillion	Partial evidence	Salford, United KingdomHQ checked Sep 28, 2026	201-500	494 contacts →
	Partial evidence “In 2025, Matillion introduced Maia, the industry’s first AI Data Automation platform for building data products without limits.” Source: RevenueBase Database · checked Sep 28, 2026
9	Ataccama	Partial evidence	Boston, ON, United StatesHQ checked Sep 28, 2026	501-1,000	432 contacts →
	Partial evidence “AI has raised the stakes for enterprise data.” Source: RevenueBase Database · checked Sep 28, 2026
10	C&f	Indirect evidence	Warsaw, PolandHQ checked Sep 28, 2026	201-500	360 contacts →
	Indirect evidence “We are a team of passionate people working around the globe.” Source: RevenueBase Database · checked Sep 28, 2026
11	Backoffice Associates	Partial evidence	Hyannis, MA, United StatesHQ checked Sep 28, 2026	501-1,000	353 contacts →
	Partial evidence “For 20+ years, Syniti (formerly BackOffice Associates) has been solving the world’s most complex data challenges.” Source: RevenueBase Database · checked Sep 28, 2026
12	MODAK	Partial evidence	Deer Park, IL, United StatesHQ checked Sep 28, 2026	201-500	346 contacts →
	Partial evidence “Modak is a solutions company that empowers enterprises to manage and utilize their data landscape effectively.” Source: RevenueBase Database · checked Sep 28, 2026
13	Prospecta Software	Partial evidence	Sydney, AustraliaHQ checked Sep 28, 2026	201-500	311 contacts →
	Partial evidence “Prospecta is a global data management company that enables enterprises to build AI-driven trusted, consistent, and business-ready master data across complex ERP landscapes.” Source: RevenueBase Database · checked Sep 28, 2026
14	Utopia Global, INC	Strong evidence	Mundelein, IL, United StatesHQ checked Sep 28, 2026	501-1,000	302 contacts →
	Strong evidence “utopia, a Prometheus Group Company As a leading software and services company for end-to-end data quality, data migration and data governance solutions, our “build, fix and…” Source: RevenueBase Database · checked Sep 28, 2026
15	Agile LAB	Partial evidence	Turin, ItalyHQ checked Sep 28, 2026	51-200	287 contacts →
	Partial evidence “Agile Lab creates value for its Clients in data-intensive environments through customizable solutions to establish performance driven processes, sustainable architectures, and…” Source: RevenueBase Database · checked Sep 28, 2026
16	ZL Tech	Partial evidence	Milpitas, CA, United StatesHQ checked Sep 28, 2026	201-500	274 contacts →
	Partial evidence “Based in the heart of Silicon Valley, ZL Tech is the industry leader in information governance for large enterprises.” Source: RevenueBase Database · checked Sep 28, 2026
17	Ovaledge	Strong evidence	Alpharetta, GA, United StatesHQ checked Sep 28, 2026	51-200	259 contacts →
	Strong evidence “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…” Source: RevenueBase Database · checked Sep 28, 2026
18	Immuta	Partial evidence	Boston, MA, United StatesHQ checked Sep 28, 2026	51-200	201 contacts →
	Partial evidence “Immuta is The Data Provisioning Company, helping organizations safely and intelligently deliver governed data access to every consumer, human or AI.” Source: RevenueBase Database · checked Sep 28, 2026
19	LACO	Partial evidence	Diegem, BelgiumHQ checked Sep 28, 2026	51-200	191 contacts →
	Partial evidence “LACO is a Belgian-based business and data intelligence company with over 35 years of experience.” Source: RevenueBase Database · checked Sep 28, 2026
20	ELAIT	Partial evidence	London, United KingdomHQ checked Sep 28, 2026	51-200	186 contacts →
	Partial evidence “Elait exists to transform unwieldy data into a competitive advantage.” Source: RevenueBase Database · checked Sep 28, 2026
21	Lepide	Partial evidence	Austin, TX, United StatesHQ checked Sep 28, 2026	51-200	185 contacts →
	Partial evidence “Lepide is a global provider of data security solutions.” Source: RevenueBase Database · checked Sep 28, 2026
22	IRION	Partial evidence	Torino, ItalyHQ checked Sep 28, 2026	51-200	174 contacts →
	Partial evidence “Irion EDM® is the Enterprise Data Management platform that helps you manage, govern, and integrate data (and metadata) from multiple sources to make it reliable and usable for…” Source: RevenueBase Database · checked Sep 28, 2026
23	The Modern Data Company	Partial evidence	Palo Alto, CA, United StatesHQ checked Sep 28, 2026	201-500	172 contacts →
	Partial evidence “We're redefining enterprise data management for the AI era, transforming data from a technical challenge into an organizations' most powerful business asset.” Source: RevenueBase Database · checked Sep 28, 2026
24	Datameer	Partial evidence	San Francisco, CA, United StatesHQ checked Sep 28, 2026	51-200	171 contacts →
	Partial evidence “Datameer: Your Solution to Self-Serve Data Analysis and Visualization.” Source: RevenueBase Database · checked Sep 28, 2026
25	Semarchy	Partial evidence	Phoenix, AZ, United StatesHQ checked Sep 28, 2026	51-200	161 contacts →
	Partial evidence “Semarchy is the modern data management company.” 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: data prep and governance 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 data prep and governance software companies.
Partial evidence: Its own public description names part of data prep and governance software companies, so it works in or next to the category without describing itself that way.
Indirect evidence: The description shown does not name data prep and governance 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 1,482 data prep and governance software companies worldwide

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Data prep and governance software companies worldwide at a glance

As of Sep 28, 2026

36.4%Verified-email coverage

19.7Average contacts per company

1-10Median size (employees)

3.6%Largest-city concentration · London

Sep 28, 2026Page data refreshed

Companies by employee count

1-10

763

11-50

466

51-200

188

201-500

501-1,000

1,001-5,000

5,001-10,000

10001+

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 data prep and governance 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 data prep and governance software companies are linked below.
What qualifies: Companies worldwide whose own description of what they do matches “data prep and governance 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 data prep and governance 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 data prep and governance 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, 10,625 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.

Data prep and governance software companies by location

12 lists · largest first

Every Data prep and governance 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 data prep and governance 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 data prep and governance software companies are there worldwide?

RevenueBase identified 1,482 data prep and governance 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?

Precisely, headquartered in Burlington, tops this list with the largest team on record.

Which country has the most data prep and governance software companies?

The United States leads with 387 companies, followed by the United Kingdom (108) and India (80). Every data prep and governance software companies list by country and city is linked on this page.

Which city has the most data prep and governance software companies?

London leads with 54 headquartered companies, followed by Paris (31) and San Francisco (25).

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 10,625 verified decision-maker contacts tracked across these 1,482 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.