Company lists · Data refreshed September 2026

Top 25 Production optimization platforms based in the United States

RevenueBase identified 319 production optimization platforms headquartered in the United States as of September 2026 and tracks 8,123 professional contacts across them, including 4,206 with verified work emails and 2,715 with mobile numbers. San Francisco is the largest hub.

This list covers production optimization 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 5, 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 5, 2026 86% judged on-target in blind review
319Companies
8,123Contacts tracked
4,206Verified emails
2,715Mobile numbers
Unlock all 319 companies Free signup · no credit card · 500 free credits

The 25 largest production optimization platforms based in the United States

Ranked by team size
Top 25 of 319 production optimization platforms based in the United States, ranked by team size, largest first. Data refreshed Sep 5, 2026. Evidence rates how directly each company's own description names production optimization 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
CognitePartial evidence
Tempe, AZ, United StatesHQ checked Sep 5, 2026501-1,000786

“Cognite is the only Industrial Data and AI platform built for scaling.”

Source: company website · checked Sep 5, 2026
2Troy, MI, United StatesHQ checked Sep 5, 2026501-1,000397

“Plex, by Rockwell Automation, is a leader in cloud-delivered smart manufacturing solutions, empowering the world's manufacturers to make awesome products.”

Source: company website · checked Sep 5, 2026
3
Tulip InterfacesIndirect evidence
Somerville, MA, United StatesHQ checked Sep 5, 2026201-500372

“Tulip, a leader in frontline operations, is helping companies around the world equip their workforce with AI-enabled, connected apps, leading to higher quality work, improved…”

Source: company website · checked Sep 5, 2026
4
AuguryPartial evidence
New York, NY, United StatesHQ checked Sep 5, 2026201-500363

“Our mission is to transform how people and machines work together to push the boundaries of human productivity.”

Source: company website · checked Sep 5, 2026
5
Inductive AutomationIndirect evidence
Folsom, CA, United StatesHQ checked Sep 5, 2026201-500362

“Inductive Automation creates industrial software that empowers organizations to swiftly turn great ideas into reality by removing all technological and economic obstacles.”

Source: company website · checked Sep 5, 2026
6
Infinite UptimePartial evidence
Alpharetta, GA, United StatesHQ checked Sep 5, 2026201-500330

“Infinite Uptime is a production outcomes partner for heavy industries.”

Source: company website · checked Sep 5, 2026
7
AvathonIndirect evidence
Pleasanton, CA, United StatesHQ checked Sep 5, 2026201-500273

“Avathon is a leading software provider of Autonomy for Operations, bringing Industrial AI into the physical world.”

Source: company website · checked Sep 5, 2026
8
Seeq CorporationIndirect evidence
Seattle, WA, United StatesHQ checked Sep 5, 202651-200268

“Seeq Corporation develops software and services that accelerate industrial process analytics on industrial process data.”

Source: company website · checked Sep 5, 2026
9
QAD RedzoneIndirect evidence
Miami, FL, United StatesHQ checked Sep 5, 202651-200268

“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: company website · checked Sep 5, 2026
10
TractianIndirect evidence
Atlanta, GA, United StatesHQ checked Sep 5, 202651-200254

“Tractian is a machine intelligence company that offers industrial monitoring systems.”

Source: company website · checked Sep 5, 2026
11
LitmusPartial evidence
Santa Clara, CA, United StatesHQ checked Sep 5, 202651-200132

“Litmus provides an Industrial Edge Data Platform used by manufacturers worldwide to turn machine data into reliable, analytics‑ready information.”

Source: company website · checked Sep 5, 2026
12
Steelhead TechnologiesPartial evidence
Calumet, MI, United StatesHQ checked Sep 5, 202651-200105

“Built for metal finishers, heat treaters, and fabricators, Steelhead gives job shops visibility, efficiency, and intelligence in an all-in-one platform.”

Source: company website · checked Sep 5, 2026
13
apprentice.ioIndirect evidence
Jersey City, NJ, United StatesHQ checked Sep 5, 202651-200101

“Apprentice is The Manufacturing AI Company.”

Source: company website · checked Sep 5, 2026
14
Parsec Automation, LLCIndirect evidence
Anaheim, CA, United StatesHQ checked Sep 5, 202651-20097

“Parsec Automation, LLC (Parsec) is the developer of TrakSYS™, the leading real-time operations & performance management software.”

Source: company website · checked Sep 5, 2026
15
UptakeIndirect evidence
Chicago, IL, United StatesHQ checked Sep 5, 2026201-50089

“Uptake provides industrial intelligence software-as-a-service (SaaS), translating data into smarter operations.”

Source: company website · checked Sep 5, 2026
16
SquintIndirect evidence
San Francisco, CA, United StatesHQ checked Sep 5, 202651-20080

“Squint is the Industrial AI company that turns operating knowledge into action.”

Source: company website · checked Sep 5, 2026
17
KelvinIndirect evidence
Houston, TX, United StatesHQ checked Sep 5, 202651-20079

“Industrial teams have more data than ever and still can't act on it consistently.”

Source: company website · checked Sep 5, 2026
18
Arch SystemsIndirect evidence
Palo Alto, CA, United StatesHQ checked Sep 5, 202651-20078

“The AI-powered future of manufacturing is here.”

Source: company website · checked Sep 5, 2026
19
Gauss LabsIndirect evidence
Palo Alto, CA, United StatesHQ checked Sep 5, 202611-5073

“We normalize AI.”

Source: company website · checked Sep 5, 2026
20
Instrumental INCIndirect evidence
Palo Alto, CA, United StatesHQ checked Sep 5, 202651-20072

“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: company website · checked Sep 5, 2026
21
IdataopsIndirect evidence
Itasca, IL, United StatesHQ checked Sep 5, 202611-5059

“At iDataOps, we believe consolidating data into a single source of truth can lead to better business decisions.”

Source: company website · checked Sep 5, 2026
22
Shoreline AIIndirect evidence
Los Gatos, CA, United StatesHQ checked Sep 5, 202651-20058

“Shoreline is an industrial AI/ML asset performance management SaaS solution company.”

Source: company website · checked Sep 5, 2026
23
Sight MachineStrong evidence
San Francisco, CA, United StatesHQ checked Sep 5, 202651-20057

“Sight Machine is the data platform for manufacturing, unlocking plant data to help manufacturers improve profitability, productivity, and sustainability.”

Source: company website · checked Sep 5, 2026
24
Altizon INCIndirect evidence
Princeton, NJ, United StatesHQ checked Sep 5, 202651-20054

“Altizon accelerates the digital journey of enterprises through Industrial AI.”

Source: company website · checked Sep 5, 2026
25Atlanta, GA, United StatesHQ checked Sep 5, 202651-20053

“SCW.AI is an entity of Supply Chain Wizard serving manufacturing companies of all sizes with a specific focus in regulated industries (pharma, food & beverage) with its…”

Source: company website · checked Sep 5, 2026

Showing 25 of 319 production optimization platforms based in the United States

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Production optimization platforms based in the United States at a glance

As of Sep 5, 2026
11-50Median size (employees)
San FranciscoLargest hub · 22 HQs
2,715Contacts with mobile numbers
Sep 5, 2026Data refreshed

Companies by employee count

1-10
121
11-50
136
51-200
48
201-500
7
501-1,000
3
1,001-5,000
3
5,001-10,000
1

Verified emails by last verification

0–30
3,918
31–60
260
61–90
0
90–180
0
180+
28

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 production optimization 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 “production optimization 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 production optimization 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, 4,206 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 5, 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 production optimization platforms are there based in the United States?

RevenueBase identified 319 production optimization 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?

Cognite, headquartered in Tempe, tops this list with the largest team on record.

Which city has the most production optimization platforms?

San Francisco leads with 22 headquartered companies, followed by New York (10) and Austin (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 4,206 verified decision-maker contacts tracked across these 319 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 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.