Company lists · Data refreshed September 2026

Top 25 Data discovery software companies based in the United States

Name: Data discovery software companies based in the United States
Creator: RevenueBase
License: https://creativecommons.org/licenses/by/4.0/

Compiled by the RevenueBase Data Team Data refreshed Sep 1, 2026 587 companies tracked

RevenueBase identified 587 data discovery software companies headquartered in the United States as of September 2026 and tracks 28,007 professional contacts across them, including 10,478 with verified work emails and 7,235 with mobile numbers. San Francisco is the largest hub.

This list covers data discovery software companies headquartered in the United States, 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 1, 2026.

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 RevenueBase Smart Search rating on every row Refreshed Sep 1, 2026 86% judged on-target in blind review

587Companies

28,007Contacts tracked

10,478Verified emails

7,235Mobile numbers

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The 25 largest data discovery software companies based in the United States

Ranked by team size

Top 25 of 587 data discovery software companies based in the United States, ranked by team size, largest first. Data refreshed Sep 1, 2026. RevenueBase Smart Search rates how each company's information relates to data discovery 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	Hitachi Vantara	Partial evidence	Santa Clara, CA, United States	5,001-10,000	9,713 contacts →
	Partial evidence “Hitachi Vantara is The Data Foundation for Innovation.” Source: RevenueBase Database · checked Sep 1, 2026
2	Tableau	Partial evidence	Palo Alto, CA, United States	1,001-5,000	2,086 contacts →
	Partial evidence “Tableau helps people see, understand, and act on data.” Source: RevenueBase Database · checked Sep 1, 2026
3	Syniti	Partial evidence	Needham, MA, United States	1,001-5,000	1,634 contacts →
	Partial evidence “We tackle the hardest work in data for the world's largest organizations.” Source: RevenueBase Database · checked Sep 1, 2026
4	Kldiscovery	Strong evidence	Eden Prairie, MN, United States	1,001-5,000	1,189 contacts →
	Strong evidence “KLDiscovery provides technology-enabled services and software to help law firms, corporations, government agencies and consumers solve complex data challenges.” Source: RevenueBase Database · checked Sep 1, 2026
5	Thoughtspot	Indirect evidence	Mountain View, CA, United States	501-1,000	1,102 contacts →
	Indirect evidence “ThoughtSpot is the Agentic Analytics Platform for every enterprise.” Source: RevenueBase Database · checked Sep 1, 2026
6	IBI Information Builders	Partial evidence	Fort Lauderdale, FL, United States	5,001-10,000	770 contacts →
	Partial evidence “ibi™ - A global trusted leader in business intelligence, analytics, and data management solutions.” Source: RevenueBase Database · checked Sep 1, 2026
7	Alation	Indirect evidence	Redwood City, CA, United States	501-1,000	638 contacts →
	Indirect evidence “Alation is the knowledge layer empowering enterprises to drive business outcomes.” Source: RevenueBase Database · checked Sep 1, 2026
8	Talend	Partial evidence	Atlanta Georgia, GA, United States	1,001-5,000	567 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 1, 2026
9	Actian	Partial evidence	Round Rock, TX, United States	501-1,000	466 contacts →
	Partial evidence “For over 50 years, we’ve been helping organizations around the globe confidently transform their business by simplifying how people connect, manage, and analyze data.” Source: RevenueBase Database · checked Sep 1, 2026
10	Splashbi	Indirect evidence	Duluth, GA, United States	201-500	393 contacts →
	Indirect evidence “SplashBI is a distinctive analytics platform enhanced by AI capabilities, offering conversational insights, unified reporting, and advanced analytics.” Source: RevenueBase Database · checked Sep 1, 2026
11	Velsera	Partial evidence	Charlestown, MA, United States	501-1,000	368 contacts →
	Partial evidence “Velsera was formed in 2023 through the shared vision of Seven Bridges and Pierian, with a mission to accelerate the discovery, development, and delivery of life-changing insights.” Source: RevenueBase Database · checked Sep 1, 2026
12	Incorta	Partial evidence	Foster City, CA, United States	201-500	348 contacts →
	Partial evidence “Incorta is the first and only open data delivery platform that enables real-time analysis of live, detailed data across all systems of record-without the need for complex ETL…” Source: RevenueBase Database · checked Sep 1, 2026
13	MODE	Partial evidence	San Francisco, CA, United States	51-200	266 contacts →
	Partial evidence “Mode is the modern business intelligence platform that unites data teams with business teams to build analytics that drive business outcomes.” Source: RevenueBase Database · checked Sep 1, 2026
14	Datameer	Partial evidence	San Francisco, CA, United States	51-200	169 contacts →
	Partial evidence “Datameer: Your Solution to Self-Serve Data Analysis and Visualization.” Source: RevenueBase Database · checked Sep 1, 2026
15	Pkware	Strong evidence	Milwaukee, WI, United States	51-200	153 contacts →
	Strong evidence “PKWARE offers the only data discovery and protection solution that locates and secures sensitive data to minimize organizational risks and costs, regardless of device or…” Source: RevenueBase Database · checked Sep 1, 2026
16	Edetek INC	Partial evidence	Princeton, NJ, United States	201-500	152 contacts →
	Partial evidence “EDETEK provides comprehensive metadata driven solutions to fulfill an enterprise's data engineering and business analytics needs, through excellence in technology and its…” Source: RevenueBase Database · checked Sep 1, 2026
17	Opexus	Strong evidence	Washington, DC, United States	501-1,000	149 contacts →
	Strong evidence “OPEXUS + Casepoint offers a suite of powerful data discovery and workflow technologies that empower public and private sector professionals at more than 200 highly regulated…” Source: RevenueBase Database · checked Sep 1, 2026
18	Pentaho	Indirect evidence	Orlando, FL, United States	201-500	132 contacts →
	Indirect evidence “Pentaho powers seamless integration, governed pipelines, real-time insights, and built-in compliance-so you can activate AI faster and move ahead with confidence.” Source: RevenueBase Database · checked Sep 1, 2026
19	Progress Marklogic	Strong evidence	Burlington, MA, United States	1,001-5,000	125 contacts →
	Strong evidence “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…” Source: RevenueBase Database · checked Sep 1, 2026
20	Mckesson Compile	Partial evidence	Irving, TX, United States	51-200	123 contacts →
	Partial evidence “McKesson Compile utilizes a technology-first approach to transform messy and disparate datasets into clean, analytics-ready data for life science companies.” Source: RevenueBase Database · checked Sep 1, 2026
21	Tekizma INC	Partial evidence	Herndon, VA, United States	51-200	121 contacts →
	Partial evidence “Tekizma is a production based company that builds products around data quality.” Source: RevenueBase Database · checked Sep 1, 2026
22	Datawalk	Strong evidence	Redwood City, CA, United States	51-200	118 contacts →
	Strong evidence “DataWalk provides data analysis software that enables Enterprises and government agencies to fuse together data from any or all of their internal and external data sources, and…” Source: RevenueBase Database · checked Sep 1, 2026
23	Syncsort NOW Precisely	Partial evidence	Ratingen, United States	201-500	106 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 1, 2026
24	Metabase	Partial evidence	Spring Valley, CA, United States	51-200	105 contacts →
	Partial evidence “Metabase is bringing data tools with the elegance and simplicity of consumer products to the crufty world of enterprise business intelligence.” Source: RevenueBase Database · checked Sep 1, 2026
25	Stardog	Partial evidence	New York, NY, United States	51-200	95 contacts →
	Partial evidence “Stardog is a Data and AI company dedicated to providing the foundational contextual data necessary for the Agentic Enterprise.” Source: RevenueBase Database · checked Sep 1, 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 discovery 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 discovery software companies.
Partial evidence: Its own public description names part of data discovery 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 discovery 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 587 data discovery software companies based in the United States

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Data discovery software companies based in the United States at a glance

As of Sep 1, 2026

37.4%Verified-email coverage

25.8%Mobile-number coverage

47.7Average contacts per company

11-50Median size (employees)

6.8%Largest-city concentration · San Francisco

Sep 1, 2026Page data refreshed

Companies by employee count

1-10

246

11-50

202

51-200

201-500

501-1,000

1,001-5,000

5,001-10,000

10001+

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 discovery 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.
What qualifies: Companies headquartered in the United States whose own description of what they do matches “data discovery 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 discovery 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 discovery software companies, and records with no verified work email. Companies headquartered outside United States are excluded even when they keep an office there.
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, 10,478 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 1, 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 discovery software companies by metro

Data discovery software companies in San Francisco40
Data discovery software companies in New York30

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 discovery 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 discovery software companies are there based in the United States?

RevenueBase identified 587 data discovery software companies headquartered in the United States 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?

Hitachi Vantara, headquartered in Santa Clara, tops this list with the largest team on record.

Which city has the most data discovery software companies?

San Francisco leads with 40 headquartered companies, followed by New York (30) and Houston (14).

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 10,478 verified decision-maker contacts tracked across these 587 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 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 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.