Company lists · Data refreshed September 2026

Top 25 Defect detection AI companies based in the United States

Name: Defect detection AI 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 245 companies tracked

RevenueBase identified 245 defect detection AI companies headquartered in the United States as of September 2026 and tracks 5,506 professional contacts across them, including 2,222 with verified work emails and 1,301 with mobile numbers. San Francisco is the largest hub.

This list covers defect detection AI 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

245Companies

5,506Contacts tracked

2,222Verified emails

1,301Mobile numbers

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The 25 largest defect detection AI companies based in the United States

Ranked by team size

Top 25 of 245 defect detection AI 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 defect detection AI 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	Tractian	Partial evidence	Atlanta, GA, United States	501-1,000	452 contacts →
	Partial evidence “Tractian provides asset intelligence solutions that combine hardware sensors and AI software to monitor machine health in real time, so industrial teams can catch failures before…” Source: RevenueBase Database · checked Sep 1, 2026
2	UVEYE	Partial evidence	Teaneck, NJ, United States	201-500	312 contacts →
	Partial evidence “UVeye is transforming vehicle inspections with AI-powered computer vision and proprietary hardware.” Source: RevenueBase Database · checked Sep 1, 2026
3	AXION	Partial evidence	New York, NY, United States	201-500	298 contacts →
	Partial evidence “Axion is the AI platform solving customers’ product quality issues.” Source: RevenueBase Database · checked Sep 1, 2026
4	QAD Redzone	Indirect evidence	Miami, FL, United States	51-200	271 contacts →
	Indirect evidence “As the #1 connected workforce solution in manufacturing, QAD Redzone enables frontline teams to contribute their full potential, elevating the frontline with new technology to…” Source: RevenueBase Database · checked Sep 1, 2026
5	ORBEM	Indirect evidence	Houston, TX, United States	51-200	188 contacts →
	Indirect evidence “See the world from the inside out.” Source: RevenueBase Database · checked Sep 1, 2026
6	Lumafield	Indirect evidence	San Francisco, CA, United States	51-200	187 contacts →
	Indirect evidence “Lumafield's manufacturing intelligence platform helps engineers see inside their work with unprecedented clarity, transforming the way products are designed and made.” Source: RevenueBase Database · checked Sep 1, 2026
7	OX Security	Partial evidence	New York, NY, United States	51-200	181 contacts →
	Partial evidence “OX Security removes risk at the source - eliminating exposures from AI code generation through cloud runtime - preventing security debt before it ever reaches production.” Source: RevenueBase Database · checked Sep 1, 2026
8	Antithesis	Indirect evidence	Vienna, VA, United States	51-200	122 contacts →
	Indirect evidence “Ship confidently and free your engineering team to focus on creating business value.” Source: RevenueBase Database · checked Sep 1, 2026
9	ripik.ai	Partial evidence	San Francisco, CA, United States	51-200	108 contacts →
	Partial evidence “Ripik.ai is an applied AI company developing computer vision agents-an automated pair of eyes for industries like steel, cement, and chemicals.” Source: RevenueBase Database · checked Sep 1, 2026
10	apprentice.io	Partial evidence	Jersey City, NJ, United States	51-200	99 contacts →
	Partial evidence “Apprentice is The Manufacturing AI Company.” Source: RevenueBase Database · checked Sep 1, 2026
11	Webomates INC	Indirect evidence	Stamford, CT, United States	51-200	98 contacts →
	Indirect evidence “Webomates provides a revolutionary SaaS-based patented testing service called Webomates CQ which is aimed at significantly improving the quality of production software.” Source: RevenueBase Database · checked Sep 1, 2026
12	UNITX	Indirect evidence	Santa Clara, CA, United States	51-200	91 contacts →
	Indirect evidence “UnitX was built in 2018 by a team of engineers from Stanford, MIT, and Google with deep respect for the manufacturing industry, UnitX is a robotics company automating repetitive…” Source: RevenueBase Database · checked Sep 1, 2026
13	Boulder Imaging	Indirect evidence	Louisville, CO, United States	51-200	83 contacts →
	Indirect evidence “Boulder Imaging started in 1995 with the launch of Quazar, our proprietary HPDVR technology.” Source: RevenueBase Database · checked Sep 1, 2026
14	Lightrun	Partial evidence	New York, NY, United States	51-200	82 contacts →
	Partial evidence “Lightrun is an AI-native reliability engineering platform that enables engineering teams and AI agents to autonomously prevent and remediate software issues across the SDLC, from…” Source: RevenueBase Database · checked Sep 1, 2026
15	Instrumental INC	Indirect evidence	Palo Alto, CA, United States	51-200	82 contacts →
	Indirect evidence “Instrumental was founded by ex-Apple product design engineers Anna-Katrina Shedletsky and Samuel Weiss with a mission to eliminate $8T in electronic manufacturing waste.” Source: RevenueBase Database · checked Sep 1, 2026
16	Ragaai INC	Partial evidence	CA, United States	51-200	82 contacts →
	Partial evidence “RagaAI builds AI agents for healthcare and clinical research, taking the manual, repetitive work off teams so they can focus on patients and outcomes.” Source: RevenueBase Database · checked Sep 1, 2026
17	Delvitech SA	Partial evidence	Southlake, TX, United States	51-200	80 contacts →
	Partial evidence “Delvitech designs, manufactures and supplies a sustainable AI based technological solution for the 3D automated optical inspection of assembled printed circuit boards.” Source: RevenueBase Database · checked Sep 1, 2026
18	Luxonis	Indirect evidence	Denver, CO, United States	51-200	74 contacts →
	Indirect evidence “Luxonis is a technology company that specializes in developing advanced computer vision and artificial intelligence solutions for a wide range of applications, including robotics…” Source: RevenueBase Database · checked Sep 1, 2026
19	VUMO	Partial evidence	York, NY, United States	51-200	67 contacts →
	Partial evidence “Vumo is a global AI-powered software company that revolutionizes car imaging and visual inspection of vehicles.” Source: RevenueBase Database · checked Sep 1, 2026
20	Invisible AI	Partial evidence	Ann Arbor, MI, United States	11-50	66 contacts →
	Partial evidence “Invisible AI – is an on-premise computer vision platform that captures data from manual assembly work and uses AI to make smart recommendations to improve plant productivity…” Source: RevenueBase Database · checked Sep 1, 2026
21	Proovstation	Indirect evidence	Miami, United States	51-200	62 contacts →
	Indirect evidence “Operating in 13 European countries, ProovStation is a DeepTech start-up specializing in computer vision.” Source: RevenueBase Database · checked Sep 1, 2026
22	TALON	Indirect evidence	West Point, GA, United States	51-200	54 contacts →
	Indirect evidence “Talon is a world leader in workflow automation and team collaboration software for industrial inspection applications.” Source: RevenueBase Database · checked Sep 1, 2026
23	Lincode	Indirect evidence	Menlo Park, CA, United States	51-200	54 contacts →
	Indirect evidence “Setting the standard for precision in manufacturing.” Source: RevenueBase Database · checked Sep 1, 2026
24	Overview AI	Partial evidence	San Francisco, CA, United States	51-200	51 contacts →
	Partial evidence “AI Machine Vision Systems for Manufacturing.” Source: RevenueBase Database · checked Sep 1, 2026
25	Oden Technologies	Partial evidence	London, United States	11-50	50 contacts →
	Partial evidence “Oden Technologies is a leading provider of AI-driven solutions, leveraging deep expertise to transform billions of complex manufacturing data points into action on the front-line…” 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: defect detection AI 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 defect detection AI companies.
Partial evidence: Its own public description names part of defect detection AI companies, so it works in or next to the category without describing itself that way.
Indirect evidence: The description shown does not name defect detection AI 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 245 defect detection AI companies based in the United States

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Defect detection AI companies based in the United States at a glance

As of Sep 1, 2026

40.4%Verified-email coverage

23.6%Mobile-number coverage

22.5Average contacts per company

11-50Median size (employees)

13.9%Largest-city concentration · San Francisco

Sep 1, 2026Page data refreshed

Companies by employee count

1-10

111

11-50

51-200

201-500

501-1,000

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 defect detection AI 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 “defect detection AI 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 defect detection AI 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 defect detection AI 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, 2,222 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.

Defect detection AI companies by metro

Defect detection AI companies in San Francisco34

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 defect detection AI 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 defect detection AI companies are there based in the United States?

RevenueBase identified 245 defect detection AI 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?

Tractian, headquartered in Atlanta, tops this list with the largest team on record.

Which city has the most defect detection AI companies?

San Francisco leads with 34 headquartered companies, followed by New York (15) and Houston (8).

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 2,222 verified decision-maker contacts tracked across these 245 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.