Company lists · Data refreshed September 2026

Top 25 AI and machine learning software firms based in Irvine, United States

Name: AI and machine learning software firms based in Irvine, United States
Creator: RevenueBase
License: https://creativecommons.org/licenses/by/4.0/

Compiled by the RevenueBase Data Team Data refreshed Sep 27, 2026 53 companies tracked

RevenueBase identified 53 company matches for AI and machine learning software firms associated with Irvine, United States as of September 2026 and tracks 3,020 professional contacts across them, including 1,520 with verified work emails. Across the United States, New York is the largest hub for this category (717 companies); Irvine has 53.

This list covers company matches for AI and machine learning software firms associated with Irvine, 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 September 27, 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 Sep 27, 2026 How this list was built

53Companies

3,020Contacts tracked

1,520Verified emails

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The 25 largest AI and machine learning software firms based in Irvine, United States

Ranked by team size

Top 25 of 53 company matches for AI and machine learning software firms based in Irvine, United States, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Sep 27, 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.
#	Company	RevenueBase SmartSearch	Headquarters	Employees	Contacts
1	Alteryx	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	1,001-5,000	2,245 contacts →
	Exact match “At Alteryx, we put data and AI to work for the Intelligent Enterprise.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
2	Express Analytics	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	11-50	44 contacts →
	Exact match “We empower businesses to thrive in the data-driven era.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
3	ubix.ai	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	51-200	29 contacts →
	Exact match “UBIX makes Advanced Analytics, Data Science, and AI available to Everyone.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
4	Sunvera Digital & AI	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	11-50	25 contacts →
	Exact match “Sunvera Software builds AI that actually works in the real world.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
5	Aondevices, INC	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	11-50	19 contacts →
	Exact match “Enabling Always-On Edge AI AONDevices delivers high-accuracy, low-power Always-On Edge AI through a fully optimized stack of AI processors, machine learning models, embedded…” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
6	Theosym	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	11-50	19 contacts →
	Exact match Recorded description not available. Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
7	Ecognition Labs	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	51-200	18 contacts →
	Exact match “We design, build, and deploy production AI for enterprises in real estate, finance, insurance, and defense.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
8	Kiingo AI	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	11-50	17 contacts →
	Exact match “AI is a people problem-not a technology problem.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
9	Ecometricx	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	11-50	17 contacts →
	Exact match “Ecometricx employs cutting edge AI to manage large scale databases, extract actionable insights from complex customer data, and predict new trends.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
10	Techstrata	Exact match	Irvine, United StatesHQ recorded Sep 27, 2026	51-200	16 contacts →
	Exact match “Join us at the Hotels of the Future \| Tijuana · May 26 \| Los Cabos · May 28 \| Free registration \| Link below TechStrata is an AI systems company focused on building…” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
11	Intelligichain	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	11-50	14 contacts →
	Exact match “artificial intelligence \| deep learning \| computer vision We are a leading IT sourcing company with headquarters in the United States and an office in Serbia.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
12	Bitvore	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	11-50	13 contacts →
	Exact match “Bitvore is the leading AI company for risk intelligence supplying precision data to Fortune 100 clients.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
13	Data41	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	11-50	12 contacts →
	Exact match “What is your analytics strategy?” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
14	Playbook Automations	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	1-10	7 contacts →
	Exact match “Playbook Automations is a software development firm based in Irvine, California, specializing in helping businesses of all sizes incorporate AI and automation into their…” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
15	G-Ai-N	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	1-10	7 contacts →
	Exact match “GAIN Generate Novel and Creative Outputs” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
16	withfeeling.ai	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	11-50	6 contacts →
	Exact match “WithFeeling.AI is dedicated to bringing humanity into AI by integrating fine-grained affective computing, brain-inspired decision-making model, dynamic interpersonal computing…” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
17	Waveo, INC	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	51-200	4 contacts →
	Exact match Recorded description not available. Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
18	6omb AI	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	1-10	4 contacts →
	Exact match “Terrell and his team did a wonderful job on a for us.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
19	Neural Nest, LLC	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	51-200	2 contacts →
	Exact match “Our Mission: At Neural Nest, our mission is to enable transformative data architecture and AI integration for businesses across industries.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
20	Reality Smash	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	11-50	2 contacts →
	Exact match “Reality Smash: Empowering Entrepreneurs with AI-Powered Success At Reality Smash, we're on a mission to turn ambitious entrepreneurs into AI-Powered trailblazers.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
21	Ubun2group	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	11-50	2 contacts →
	Exact match “Ubun2Group, Inc.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
22	Naitive	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	1-10	2 contacts →
	Exact match “Through an Agentic foundation, NAITIVE can revolutionize the underpinnings that make up your organization, and pave the way for unprecedented success.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
23	Avidware	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	1-10	2 contacts →
	Exact match “We build AI that works, not AI that demos well.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
24	Riotriot	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	1-10	2 contacts →
	Exact match “RIOTRIOT is a new generation internet company providing services from web design and application development to machine learning and artificial intelligence.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase
25	TDAA	Exact match	Irvine, CA, United StatesHQ recorded Sep 27, 2026	1-10	2 contacts →
	Exact match “At TDAA, we orchestrate the future of enterprise AI with a steadfast commitment to data integrity, security, and ethical innovation.” Recorded in the RevenueBase company graph · Sep 27, 2026 · View company records in RevenueBase

RevenueBase SmartSearch

Describe a niche business in your own words. RevenueBase SmartSearch compares the meaning of your description with company business descriptions compiled in the RevenueBase company graph. Exact, Similar, Related and Broad control how closely companies must fit.

This list uses Exact for “AI and machine learning software firms”. Each Exact match badge shows membership in that saved search; it is not an individual similarity score or a service-quality rating. Recorded descriptions are shown where available.

Showing 25 of 53 AI and machine learning software firms based in Irvine, United States

See the full list, filter by size, metro and specialty, and access 1,520 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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AI and machine learning software firms based in Irvine, United States at a glance

As of Sep 27, 2026

50.3%Verified-email coverage

57.0Average contacts per company

11-50Median size (employees)

Sep 27, 2026Page data refreshed

Companies by employee count

1-10

11-50

51-200

201-500

501-1,000

1,001-5,000

Email recency for this list is measured across the whole United States list rather than for Irvine, so it is reported there. Company counts and contact totals on this page are exact for Irvine, over 53 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 Irvine, United States whose business descriptions match “AI and machine learning software firms” 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 1,520 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 September 27, 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.

AI and machine learning software firms by metro in the United States

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 “AI and machine learning software firms”; each Exact match badge shows search membership, not an individual similarity or quality score.

How many AI and machine learning software firms are there based in Irvine, United States?

RevenueBase identified 53 company matches for AI and machine learning software firms associated with Irvine, United States as of September 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?

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

Which city in the United States has the most AI and machine learning software firms?

New York leads the United States with 717 company records, followed by San Francisco (600) and Austin (286). Irvine has 53.

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 1,520 professional contacts with verified work emails tracked across these 53 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 September 27, 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.