Company lists · Data refreshed September 2026

Top 25 Machine learning manufacturing analytics companies based in the United States

Name: Machine learning manufacturing analytics 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 28, 2026 467 companies tracked

RevenueBase identified 467 machine learning manufacturing analytics companies headquartered in the United States as of September 2026 and tracks 13,901 professional contacts across them, including 4,922 with verified work emails. San Francisco is the largest hub.

This list covers machine learning manufacturing analytics 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 28, 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 HQ checked on every row RevenueBase Smart Search rating on every row Refreshed Sep 28, 2026 86% judged on-target in blind review

467Companies

13,901Contacts tracked

4,922Verified emails

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The 25 largest machine learning manufacturing analytics companies based in the United States

Ranked by team size

Top 25 of 467 machine learning manufacturing analytics companies based in the United States, ranked by team size, largest first. Data refreshed Sep 28, 2026. RevenueBase Smart Search rates how each company's information relates to machine learning manufacturing analytics 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	Alteryx	Indirect evidence	Irvine, CA, United StatesHQ checked Sep 28, 2026	1,001-5,000	2,245 contacts →
	Indirect evidence “At Alteryx, we put data and AI to work for the Intelligent Enterprise.” Source: RevenueBase Database · checked Sep 28, 2026
2	Mathco	Partial evidence	Chicago, IL, United StatesHQ checked Sep 28, 2026	1,001-5,000	1,831 contacts →
	Partial evidence “TheMathCompany or MathCo® is a global Enterprise AI and Analytics company, trusted for data-driven decision making by some of the largest organizations across industries.” Source: RevenueBase Database · checked Sep 28, 2026
3	PDF Solutions	Partial evidence	Santa Clara, CA, United StatesHQ checked Sep 28, 2026	201-500	809 contacts →
	Partial evidence “PDF Solutions (NASDAQ: PDFS) offers an end-to-end analytics platform that empowers engineers and data scientists across the semiconductor ecosystem to rapidly improve the yield…” Source: RevenueBase Database · checked Sep 28, 2026
4	Affine	Partial evidence	Bellevue, WA, United StatesHQ checked Sep 28, 2026	501-1,000	459 contacts →
	Partial evidence “Affine is a leading global AI and analytics company that has earned the trust of major organizations across industries for transforming businesses through data-driven insights and…” Source: RevenueBase Database · checked Sep 28, 2026
5	Augury	Partial evidence	New York, NY, United StatesHQ checked Sep 28, 2026	201-500	363 contacts →
	Partial evidence “Our mission is to transform how people and machines work together to push the boundaries of human productivity.” Source: RevenueBase Database · checked Sep 28, 2026
6	Ensar Solutions INC	Partial evidence	Naperville, IL, United StatesHQ checked Sep 28, 2026	201-500	331 contacts →
	Partial evidence “Ensar Solutions is a Chicago based IT Services company that focus on Data Analytics, Predictive Modeling, Digital Marketing Analytics, Forecasting, Pricing and revenue…” Source: RevenueBase Database · checked Sep 28, 2026
7	Absolutdata Analytics-An Infogain Company	Indirect evidence	Alameda, CA, United StatesHQ checked Sep 28, 2026	201-500	314 contacts →
	Indirect evidence “Absolutdata- an Infogain company, our products and services deliver scalable business impact across the enterprise by combining cutting edge AI and ML with its heritage in…” Source: RevenueBase Database · checked Sep 28, 2026
8	Ganit INC	Indirect evidence	Parsippany, NJ, United StatesHQ checked Sep 28, 2026	201-500	287 contacts →
	Indirect evidence “Ganit is a full stack data company founded in 2017 with a mission to decipher the transformative power of artificial intelligence for businesses.” Source: RevenueBase Database · checked Sep 28, 2026
9	QAD Redzone	Partial evidence	Miami, FL, United StatesHQ checked Sep 28, 2026	51-200	268 contacts →
	Partial 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 28, 2026
10	Tractian	Partial evidence	Atlanta, GA, United StatesHQ checked Sep 28, 2026	51-200	254 contacts →
	Partial evidence “Tractian is a machine intelligence company that offers industrial monitoring systems.” Source: RevenueBase Database · checked Sep 28, 2026
11	Fishbowl	Partial evidence	American Fork, UT, United StatesHQ checked Sep 28, 2026	201-500	239 contacts →
	Partial evidence “Fishbowl empowers small to midsize businesses to succeed by delivering AI-centric inventory and manufacturing solutions that help teams operate smarter, respond quicker, and…” Source: RevenueBase Database · checked Sep 28, 2026
12	Operasolutions	Indirect evidence	Jersey City, NJ, United StatesHQ checked Sep 28, 2026	501-1,000	175 contacts →
	Indirect evidence “Opera Solutions is a global provider of Practical, Scalable, Transformative AI Solutions – we cut through AI hype and deliver results.” Source: RevenueBase Database · checked Sep 28, 2026
13	Elder Research	Strong evidence	Charlottesville, VA, United StatesHQ checked Sep 28, 2026	51-200	161 contacts →
	Strong evidence “With three decades at the forefront of applied AI and machine learning, Elder Research, a MANTECH company, gives large organizations and government agencies a surefire way to…” Source: RevenueBase Database · checked Sep 28, 2026
14	Cognitio Analytics INC	Partial evidence	Short Hills, CT, United StatesHQ checked Sep 28, 2026	51-200	145 contacts →
	Partial evidence “Cognitio Analytics was founded in 2013 with the goal of helping clients drive higher productivity in their operations, using data and analytics.” Source: RevenueBase Database · checked Sep 28, 2026
15	NLP Logix	Strong evidence	Jacksonville, FL, United StatesHQ checked Sep 28, 2026	51-200	124 contacts →
	Strong evidence “NLP Logix, a leading AI / Machine Learning solutions provider, empowers businesses across all industries by transforming their operations with innovative AI automation solutions…” Source: RevenueBase Database · checked Sep 28, 2026
16	Uptima	Indirect evidence	Pittsburgh, PA, United StatesHQ checked Sep 28, 2026	51-200	121 contacts →
	Indirect evidence “Uptima is an enterprise AI services company that enables companies in asset-focused industries to accelerate and intelligently scale business outcomes by transforming their…” Source: RevenueBase Database · checked Sep 28, 2026
17	apprentice.io	Partial evidence	Jersey City, NJ, United StatesHQ checked Sep 28, 2026	51-200	101 contacts →
	Partial evidence “Apprentice is The Manufacturing AI Company.” Source: RevenueBase Database · checked Sep 28, 2026
18	Rezilyens LLC	Indirect evidence	Vernon Hills, IL, United StatesHQ checked Sep 28, 2026	1,001-5,000	97 contacts →
	Indirect evidence “Rezilyens is guided by four principles: customer obsession rather than competitor focus, passion for innovation, commitment to excellence, and long-term thinking.” Source: RevenueBase Database · checked Sep 28, 2026
19	Kavi Global	Partial evidence	Barrington, IL, United StatesHQ checked Sep 28, 2026	201-500	95 contacts →
	Partial evidence “Kavi Global is a leading data analytics & AI software, solutions, and services firm recognized by Gartner.” Source: RevenueBase Database · checked Sep 28, 2026
20	UNITX	Partial evidence	Santa Clara, CA, United StatesHQ checked Sep 28, 2026	51-200	90 contacts →
	Partial 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 28, 2026
21	Welligence Energy Analytics	Strong evidence	Houston, TX, United StatesHQ checked Sep 28, 2026	51-200	86 contacts →
	Strong evidence “Welligence is a pioneering energy analytics firm leveraging cutting-edge machine learning to revolutionize the oil and gas analytics landscape.” Source: RevenueBase Database · checked Sep 28, 2026
22	Drishti	Indirect evidence	Mountain View, CA, United StatesHQ checked Sep 28, 2026	51-200	85 contacts →
	Indirect evidence “Drishti’s mission is to extend human capabilities in an increasingly automated world.” Source: RevenueBase Database · checked Sep 28, 2026
23	Squint	Indirect evidence	San Francisco, CA, United StatesHQ checked Sep 28, 2026	51-200	80 contacts →
	Indirect evidence “Squint is the Industrial AI company that turns operating knowledge into action.” Source: RevenueBase Database · checked Sep 28, 2026
24	Arch Systems	Partial evidence	Palo Alto, CA, United StatesHQ checked Sep 28, 2026	51-200	78 contacts →
	Partial evidence “The AI-powered future of manufacturing is here.” Source: RevenueBase Database · checked Sep 28, 2026
25	Gauss Labs	Indirect evidence	Palo Alto, CA, United StatesHQ checked Sep 28, 2026	11-50	73 contacts →
	Indirect evidence “We normalize AI.” Source: RevenueBase Database · checked Sep 28, 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: machine learning manufacturing analytics 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 machine learning manufacturing analytics companies.
Partial evidence: Its own public description names part of machine learning manufacturing analytics companies, so it works in or next to the category without describing itself that way.
Indirect evidence: The description shown does not name machine learning manufacturing analytics 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 467 machine learning manufacturing analytics companies based in the United States

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Machine learning manufacturing analytics companies based in the United States at a glance

As of Sep 28, 2026

35.4%Verified-email coverage

29.8Average contacts per company

11-50Median size (employees)

7.1%Largest-city concentration · San Francisco

Sep 28, 2026Page data refreshed

Companies by employee count

1-10

232

11-50

163

51-200

201-500

501-1,000

1,001-5,000

10001+

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 467 companies.

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 machine learning manufacturing analytics 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 “machine learning manufacturing analytics 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 machine learning manufacturing analytics 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 machine learning manufacturing analytics 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, 4,922 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 28, 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.

Machine learning manufacturing analytics companies by metro

Machine learning manufacturing analytics companies in San Francisco33

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 machine learning manufacturing analytics 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 machine learning manufacturing analytics companies are there based in the United States?

RevenueBase identified 467 machine learning manufacturing analytics 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?

Alteryx, headquartered in Irvine, tops this list with the largest team on record.

Which city has the most machine learning manufacturing analytics companies?

San Francisco leads with 33 headquartered companies, followed by New York (17) and Houston (15).

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 4,922 verified decision-maker contacts tracked across these 467 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 28, 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.