Company lists · Data refreshed November 2026

Top 25 Unstructured data analysis software companies based in the United States

RevenueBase identified 329 company matches for unstructured data analysis software companies associated with the United States as of November 2026 and tracks 7,110 professional contacts across them, including 1,602 with verified work emails. New York is the largest hub.

This list covers company matches for unstructured data analysis software companies associated with the United States, 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.

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
329Companies
7,110Contacts tracked
1,602Verified emails
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The 25 largest unstructured data analysis software companies based in the United States

Ranked by team size
Top 25 of 329 company matches for unstructured data analysis software companies based in the United States, 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 matchCentennial, CO, United StatesHQ recorded Nov 5, 2026501-1,0002,082 contacts →

Exact match

“Quantum maximizes performance and reduces long-term storage costs by uniquely bringing together high-performance storage, disk, and tape into a single platform that continuously…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
2Exact matchDenver, CO, United StatesHQ recorded Nov 5, 2026201-500324 contacts →

Exact match

“Turn data complexity into clarity with Lumivero – a leading provider of research and decision software built to help organizations simplify complex data, uncover meaningful…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
3Exact matchNew York, NY, United StatesHQ recorded Nov 5, 202651-200146 contacts →

Exact match

“We build and run custom, fully managed data extraction pipelines for companies whose products, research, and AI systems depend on external data.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
4Exact matchRedwood City, CA, United StatesHQ recorded Nov 5, 202651-200125 contacts →

Exact match

“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…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
5Exact matchSpring Valley, CA, United StatesHQ recorded Nov 5, 202651-200118 contacts →

Exact match

“Metabase is bringing data tools with the elegance and simplicity of consumer products to the crufty world of enterprise business intelligence.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
6Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 202651-200115 contacts →

Exact match

“Unstructured is the data infrastructure company solving the most critical bottleneck in enterprise AI: making unstructured data accessible to AI applications.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
7Exact matchChantilly, VA, United StatesHQ recorded Nov 5, 202651-20081 contacts →

Exact match

“Infinnium is redefining the way organizations interact with data to gain actionable intelligence.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
8Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 2026n/a77 contacts →

Exact match

“Recommind was acquired by OpenText in July 2016.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
9Exact matchWashington, DC, United StatesHQ recorded Nov 5, 202651-20073 contacts →

Exact match

“iCONECT is a team of experienced, creative, agile problem solvers obsessed with simplifying your data.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
10Exact matchHouston, TX, United StatesHQ recorded Nov 5, 202611-5069 contacts →

Exact match

“Allganize helps insurance, finance, SaaS companies automate answering questions from a myriad of complex text documents.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
11Exact matchCambridge, MA, United StatesHQ recorded Nov 5, 202651-20062 contacts →

Exact match

“TileDB is foundational software designed by scientists for scientific discovery.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
12Exact matchBedford, MA, United StatesHQ recorded Nov 5, 20261,001-5,00060 contacts →

Exact match

“Datawatch Corporation (NASDAQ-CM: DWCH) is the data intelligence solutions provider that will fuel your business.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
13Exact matchCupertino, CA, United StatesHQ recorded Nov 5, 202651-20056 contacts →

Exact match

“For businesses that handle disparate structured and unstructured data and want to make informed decisions, Boardwalktech provides intelligent solutions to organize and interpret…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
14Exact matchSchaumburg, IL, United StatesHQ recorded Nov 5, 2026201-50052 contacts →

Exact match

“Founded in 1997, PKSI [Pegasus Knowledge Solutions, Inc.] is an independent, advanced analytics software and services organization, that partners with the industry leading…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
15Exact matchNovi, MI, United StatesHQ recorded Nov 5, 202651-20047 contacts →

Exact match

“In the uncharted realms of data, we are the explorers, the innovators, the risk-takers.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
16Exact matchPasadena, CA, United StatesHQ recorded Nov 5, 202611-5046 contacts →

Exact match

“X1 creates exceptional solutions for people and organizations that need to find information, whether on individual desktops or company networks at the fastest speeds in the…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
17Exact matchPortland, OR, United StatesHQ recorded Nov 5, 202651-20046 contacts →

Exact match

“We are the data navigators.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
18Exact matchRaleigh, NC, United StatesHQ recorded Nov 5, 202611-5044 contacts →

Exact match

“Founded in 1984, Entrinsik is an established software company based in Raleigh, North Carolina.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
19Exact matchDenver, CO, United StatesHQ recorded Nov 5, 202611-5044 contacts →

Exact match

“At xMentium, we help enterprises unlock the power of their language to think smarter, move faster, and work better.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
20Exact matchFloral Park, NY, United StatesHQ recorded Nov 5, 2026n/a44 contacts →

Exact match

“RITNOA Data Management, AI, ML and Data Analytics Businesses today need insights into markets, customers and their own internal processes to stay ahead of competition and to…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
21Exact matchReston, VA, United StatesHQ recorded Nov 5, 202651-20042 contacts →

Exact match

“At Finch AI, the core of what we do involves helping customers understand risk – risk from nefarious influences within research institutions; risk from relationships that may…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
22Exact matchHouston, TX, United StatesHQ recorded Nov 5, 202651-20041 contacts →

Exact match

“PolyVista is a state-of-the-art analytical solution offering a range of customized, scalable services to fulfill the analysis needs of anyone looking to get more out of their data.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
23Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 202651-20036 contacts →

Exact match

“At Trifacta, we’re focused on building software that helps individuals and organizations unlock the potential of their data by providing a new approach to how data is explored and…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
24Exact matchCincinnati, OH, United StatesHQ recorded Nov 5, 202651-20034 contacts →

Exact match

“Ascribe is now part of Discuss.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
25Exact matchSchaumburg, IL, United StatesHQ recorded Nov 5, 202651-20030 contacts →

Exact match

“TackleAI is a team of innovative engineers and visionaries delivering the next-generation AI to meaningfully automate repetitive and time-consuming work.”

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

Showing 25 of 329 unstructured data analysis software companies based in the United States

See the full list, filter by size, metro and specialty, and access 1,602 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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Unstructured data analysis software companies based in the United States at a glance

As of Nov 5, 2026
22.5%Verified-email coverage
21.6Average contacts per company
11-50Median size (employees)
11.6%Largest-city concentration · New York
Nov 5, 2026Page data refreshed

Companies by employee count

1-10
153
11-50
120
51-200
41
201-500
9
501-1,000
2
1,001-5,000
2
10001+
2

Email recency for this list is measured worldwide rather than for United States, so it is reported there. Company counts and contact totals on this page are exact for United States, over 329 companies.

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.
What qualifies
Company records associated with the United States whose business descriptions match “unstructured data analysis 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. Where headquarters information is recorded, preview rows are also filtered to this page’s location. 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 1,602 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.

Unstructured data analysis software companies by metro

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

How many unstructured data analysis software companies are there based in the United States?

RevenueBase identified 329 company matches for unstructured data analysis software companies associated with the United States 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?

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

Which city has the most unstructured data analysis software companies?

New York leads with 38 company records, followed by San Francisco (23) and Austin (8).

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 1,602 professional contacts with verified work emails tracked across these 329 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.