Company lists · Data refreshed September 2026

Top 25 Knowledge graph platforms based in the United States

RevenueBase identified 66 knowledge graph platforms headquartered in the United States as of September 2026 and tracks 849 professional contacts across them, including 279 with verified work emails and 238 with mobile numbers. San Francisco is the largest hub.

This list covers knowledge graph platforms 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, how directly it supports the match, and when it was last checked. Data refreshed September 4, 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 HQ checked on every row Match evidence on every row Refreshed Sep 4, 2026 86% judged on-target in blind review
66Companies
849Contacts tracked
279Verified emails
238Mobile numbers
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The 25 largest knowledge graph platforms based in the United States

Ranked by team size
Top 25 of 66 knowledge graph platforms based in the United States, ranked by team size, largest first. Data refreshed Sep 4, 2026. Evidence rates how directly each company's own description names knowledge graph platforms: strong (names it), partial (names part of it), indirect (matched on its full profile rather than the summary shown). Click a count to unlock that company's people.
#CompanyHeadquartersEmployeesContacts
1
TigergraphPartial evidence
Redwood City, CA, United StatesHQ checked Sep 4, 2026201-500121

“TigerGraph, the enterprise AI infrastructure and graph database leader, delivers massively parallel storage and computation that scales independently and without size limits, to…”

Source: company website · checked Sep 4, 2026
2
BITOIndirect evidence
Menlo Park, CA, United StatesHQ checked Sep 4, 202611-5046

“Bito's AI Architect is the context layer that powers your entire engineering workflow so every agent reasons like your best architect.”

Source: company website · checked Sep 4, 2026
3
EquitusIndirect evidence
Clearwater, FL, United StatesHQ checked Sep 4, 202651-20045

“Equitus transforms fragmented data into structured, contextualized, and explainable intelligence.”

Source: company website · checked Sep 4, 2026
4
TopquadrantIndirect evidence
Raleigh, NC, United StatesHQ checked Sep 4, 202611-5031

“TopQuadrant turns complex data into AI-ready data foundations for the world’s largest enterprises.”

Source: company website · checked Sep 4, 2026
5
ArangodbStrong evidence
San Francisco, CA, United StatesHQ checked Sep 4, 202651-20031

“ArangoDB is the company behind ArangoGraph Insights Platform: a next-generation graph data and analytics platform that uncovers insights in difficult or impossible data with…”

Source: company website · checked Sep 4, 2026
6
Franz INCIndirect evidence
Lafayette, CA, United StatesHQ checked Sep 4, 202611-5031
Source: company website · checked Sep 4, 2026
7
Data4cure, INCPartial evidence
Cambridge, MA, United StatesHQ checked Sep 4, 202611-5028

“Data4Cure is a leading biomedical AI company specializing in biology-informed AI tools for semantic data integration, analytics, and knowledge synthesis.”

Source: company website · checked Sep 4, 2026
8
Lead SemanticsStrong evidence
Chapel Hill, United StatesHQ checked Sep 4, 202611-5027

“Lead Semantics develops and markets AI solutions targeting 'Text and Knowledge' using state of the art NLP, Large Language Models, and Semantic Graph technology.”

Source: company website · checked Sep 4, 2026
9
Semantic Arts, INCPartial evidence
Fort Collins, CO, United StatesHQ checked Sep 4, 202611-5026

“Semantic Arts is a professional services firm that specializes in helping organizations overcome integration debt by leveraging semantics and graph databases.”

Source: company website · checked Sep 4, 2026
10
CoginitiPartial evidence
Los Gatos, CA, United StatesHQ checked Sep 4, 202611-5025

“Coginiti is the Semantic Intelligence Platform that helps data teams build, govern, and operationalize trusted business logic across every data platform, so AI agents and humans…”

Source: company website · checked Sep 4, 2026
11
DiffbotPartial evidence
Menlo Park, CA, United StatesHQ checked Sep 4, 202611-5024

“We Structure the World's Knowledge.”

Source: company website · checked Sep 4, 2026
12
Cambridge Semantics INCIndirect evidence
Boston, MA, United StatesHQ checked Sep 4, 202651-20018

“Altair Acquires Cambridge Semantics, Powering Next-Generation Enterprise Data Fabrics and Generative AI.”

Source: company website · checked Sep 4, 2026
13
LovelaceStrong evidence
Pittsburgh, PA, United StatesHQ checked Sep 4, 202611-5016

“Lovelace is the only provider of enterprise-scale context engines capable of analyzing trillions of real-time data points to create knowledge graphs that are usable by autonomous…”

Source: company website · checked Sep 4, 2026
14
GraphiqStrong evidence
Los Altos, CA, United StatesHQ checked Sep 4, 202611-509

“The world's largest Business Knowledge Graph enabling you to - Find companies to do business with - Learn everything about them - In seconds”

Source: company website · checked Sep 4, 2026
15
Atomrain, INCStrong evidence
Santa Monica, DC, United StatesHQ checked Sep 4, 202611-507

“AtomRain provides a unique blend of strategy & technical with a unique combination of knowledge graph and artificial intelligence expertise to make possible what your business…”

Source: company website · checked Sep 4, 2026
16
push.aiIndirect evidence
New York, NY, United StatesHQ checked Sep 4, 20261-107

“Push connects all company data, structured and unstructured, from data lakes, warehouses and business applications into a trusted layer that AI can query in natural language.”

Source: company website · checked Sep 4, 2026
17San Francisco, CA, United StatesHQ checked Sep 4, 202611-506

“LEAD builds a RAG-ready Behavioral Knowledge Graph that trains AI to understand organizational behavior, including how internal social networks shape collaboration…”

Source: company website · checked Sep 4, 2026
18
Duczer EastIndirect evidence
Miami, FL, United StatesHQ checked Sep 4, 202611-506

“Duczer East (DE) is a data-centric AI and enterprise integration firm.”

Source: company website · checked Sep 4, 2026
19
Zenia GraphStrong evidence
Clifton, NJ, United StatesHQ checked Sep 4, 20261-105

“Zenia Graph is a knowledge graph consulting firm enabling businesses to transform data by unleashing the power of the semantic knowledge graph.”

Source: company website · checked Sep 4, 2026
20
Axys, INCIndirect evidence
San Francisco, CA, United StatesHQ checked Sep 4, 202611-505

“Enterprise data is broken.”

Source: company website · checked Sep 4, 2026
21
Lingua LogicaPartial evidence
Denver, CO, United StatesHQ checked Sep 4, 20261-104

“Lingua Logica specializes in full-stack knowledge management technology, including data modeling, back-end services, and front-end interfaces.”

Source: company website · checked Sep 4, 2026
22
FuturemodelIndirect evidence
San Francisco, CA, United StatesHQ checked Sep 4, 20261-104

“Beyond Data.”

Source: company website · checked Sep 4, 2026
23San Francisco, CA, United StatesHQ checked Sep 4, 20261-103

“Break The Web is a research and product lab building a continuous post-training knowledge layer for AI systems.”

Source: company website · checked Sep 4, 2026
24
Vivid ComputingStrong evidence
Fremont, CA, United StatesHQ checked Sep 4, 20261-102

“Our vision is to infuse enterprise systems and applications with advanced intelligence using Knowledge Graph and Data Intelligence.”

Source: company website · checked Sep 4, 2026
25
Querent AIIndirect evidence
Austin, United StatesHQ checked Sep 4, 20261-102

“Querent is an engineering research company building scalable business intelligence systems for information retrieval and insight generation using deep neural networks.”

Source: company website · checked Sep 4, 2026

Showing 25 of 66 knowledge graph platforms based in the United States

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Knowledge graph platforms based in the United States at a glance

As of Sep 4, 2026
1-10Median size (employees)
San FranciscoLargest hub · 14 HQs
238Contacts with mobile numbers
Sep 4, 2026Data refreshed

Companies by employee count

1-10
35
11-50
25
51-200
5
201-500
1

Verified emails by last verification

0–30
0
31–60
11
61–90
142
90–180
119
180+
7

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 knowledge graph platforms, so some rows will be adjacent to the category rather than pure plays. The description and evidence 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 SmartSearch, 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 “knowledge graph platforms”. Matching reads each company's description, not its industry code or its name.
What we exclude
Companies whose own description does not clearly place them among knowledge graph platforms, 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 an evidence 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, 279 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 4, 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.

Frequently asked

How many knowledge graph platforms are there based in the United States?

RevenueBase identified 66 knowledge graph platforms 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?

Tigergraph, headquartered in Redwood City, tops this list with the largest team on record.

Which city has the most knowledge graph platforms?

San Francisco leads with 14 headquartered companies, followed by New York (7) and Cambridge (5).

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 279 verified decision-maker contacts tracked across these 66 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 4, 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.