Company lists · Data refreshed November 2026

Top 25 Unstructured data analysis software companies worldwide

RevenueBase identified 1,184 company matches for unstructured data analysis software companies worldwide as of November 2026 and tracks 15,597 professional contacts across them, including 4,161 with verified work emails. The United States is the largest market and New York the largest hub.

This list covers company matches for unstructured data analysis 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 November 5, 2026. Country and city lists for unstructured data analysis 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 Nov 5, 2026 How this list was built
1,184Companies
15,597Contacts tracked
4,161Verified emails
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The 25 largest unstructured data analysis software companies worldwide

Ranked by team size
Top 25 of 1,184 company matches for unstructured data analysis software companies 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 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 matchCambridge, CA, United KingdomHQ recorded Nov 5, 202610001+1,249 contacts →

Exact match

“HP Autonomy, is a global leader in software that processes human information, or unstructured data, including social media, email, video, audio, text and web pages, etc.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
3Exact matchMountain View, United StatesHQ recorded Nov 5, 2026501-1,0001,155 contacts →

Exact match

“ThoughtSpot is the Agentic Analytics Platform for every enterprise.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
4Exact matchSydney, GermanyHQ recorded Nov 5, 2026201-500520 contacts →

Exact match

“Nuix creates innovative software that empowers organizations to simply and quickly find the truth from any data in a digital world.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
5Exact 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
6Exact matchVadodara, IndiaHQ recorded Nov 5, 202651-200292 contacts →

Exact match

“The TactTree specialises in the analysis of diverse configurations of data through data dredging and data fishing in such a system that it can be used by companies to intensify…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
7Exact 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
8Exact matchParma, ItalyHQ recorded Nov 5, 2026201-500145 contacts →

Exact match

“Maps S.p.A, a company founded in 2002, now heads a group, Maps Group, comprising the following companies: Artexe, Energenius, I-Tel, and Iasi.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
9Exact matchHyderabad, IndiaHQ recorded Nov 5, 202651-200145 contacts →

Exact match

“Founded in 2002, SciTech Patent Art Services is India's oldest dedicated patent search firm-a distinction earned over two decades of delivering world-class IP research, and…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
10Exact matchParis, FranceHQ recorded Nov 5, 202651-200136 contacts →

Exact match

“Sinequa by ChapsVision helps large organizations turn Entreprise Knowledge into actionable intelligence with AI and GenAI.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
11Exact 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
12Exact 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
13Exact 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
14Exact match广州, ChinaHQ recorded Nov 5, 2026201-50092 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
15Exact matchRoppongi, JapanHQ recorded Nov 5, 2026501-1,00083 contacts →

Exact match

“WingArc1st is a dynamic Japanese software firm, established in 2004, with powerful suite of products that help users make timely data-driven decisions that underpin business…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
16Exact 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
17Exact 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
18Exact 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
19Exact matchMunich, GermanyHQ recorded Nov 5, 202651-20069 contacts →

Exact match

“Every day, companies and government agencies generate huge amounts of data, distributed across emails, file storage systems, specialist applications, cloud services, and databases.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
20Exact 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
21Exact matchSeoul, NY, South KoreaHQ recorded Nov 5, 202651-20068 contacts →

Exact match

“I-ON Communications Co, Ltd.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
22Exact 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
23Exact 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
24Exact matchBerlin, GermanyHQ recorded Nov 5, 202651-20058 contacts →

Exact match

“VERBI Software empowers researchers and analysts with innovative solutions for qualitative and mixed methods data analysis.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
25Exact 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

Showing 25 of 1,184 unstructured data analysis software companies worldwide

See the full list, filter by size, metro and specialty, and access 4,161 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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Unstructured data analysis software companies worldwide at a glance

As of Nov 5, 2026
26.7%Verified-email coverage
13.2Average contacts per company
1-10Median size (employees)
3.2%Largest-city concentration · New York
Nov 5, 2026Page data refreshed

Companies by employee count

1-10
650
11-50
389
51-200
101
201-500
24
501-1,000
8
1,001-5,000
4
10001+
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 unstructured data analysis software companies are linked below.
What qualifies
Company records worldwide 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. 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 4,161 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 location

9 lists · largest first

Every Unstructured data analysis 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 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 worldwide?

RevenueBase identified 1,184 company matches for unstructured data analysis software companies 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?

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

Which country has the most unstructured data analysis software companies?

The United States leads with 329 companies, followed by India (81) and the United Kingdom (64). Every unstructured data analysis software companies list by country and city is linked on this page.

Which city has the most unstructured data analysis software companies?

New York leads with 38 company records, followed by London (29) and San Francisco (24).

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 4,161 professional contacts with verified work emails tracked across these 1,184 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.