Company lists · Data refreshed September 2026

Top 25 Production line optimization software based in the United States

Name: Production line optimization software based in the United States
Creator: RevenueBase
License: https://creativecommons.org/licenses/by/4.0/

Compiled by the RevenueBase Data Team Data refreshed Sep 5, 2026 438 companies tracked

RevenueBase identified 438 production line optimization software headquartered in the United States as of September 2026 and tracks 23,875 professional contacts across them, including 8,345 with verified work emails and 5,477 with mobile numbers. Austin is the largest hub.

This list covers production line optimization software 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 5, 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 5, 2026 86% judged on-target in blind review

438Companies

23,875Contacts tracked

8,345Verified emails

5,477Mobile numbers

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The 25 largest production line optimization software based in the United States

Ranked by team size

Top 25 of 438 production line optimization software based in the United States, ranked by team size, largest first. Data refreshed Sep 5, 2026. RevenueBase Smart Search rates how each company's information relates to production line optimization software: 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	PTC	Indirect evidence	Boston, MA, United StatesHQ checked Sep 5, 2026	5,001-10,000	12,575 contacts →
	Indirect evidence “PTC (NASDAQ: PTC) unleashes industrial innovation with award-winning, market-proven solutions that enable companies to differentiate their products and services, improve…” Source: RevenueBase Database · checked Sep 5, 2026
2	Makino	Indirect evidence	Mason, OH, United StatesHQ checked Sep 5, 2026	501-1,000	1,049 contacts →
	Indirect evidence “Makino: Precision and Innovation in Manufacturing At Makino, we are dedicated to advancing metal-cutting and manufacturing technology worldwide.” Source: RevenueBase Database · checked Sep 5, 2026
3	Production Modeling Corporation PMC	Partial evidence	Dearborn, MI, United StatesHQ checked Sep 5, 2026	n/a	970 contacts →
	Partial evidence “Today's advanced operations and industrial engineering, laser scanning and precision CAD, supply chain management, lean systems, finite capacity scheduling, software design, and…” Source: RevenueBase Database · checked Sep 5, 2026
4	MSC Software	Partial evidence	Newport Beach, CA, United StatesHQ checked Sep 5, 2026	1,001-5,000	633 contacts →
	Partial evidence “MSC Software, part of Cadence's physical systems simulation division, is one of the ten original software companies and a global leader in helping product manufacturers to advance…” Source: RevenueBase Database · checked Sep 5, 2026
5	CAI Software, LLC	Strong evidence	Lincoln, RI, United StatesHQ checked Sep 5, 2026	501-1,000	604 contacts →
	Strong evidence “CAI Software, LLC delivers mission-critical, production-oriented software to Manufacturers and Food & Beverage producers, processors, and distributors.” Source: RevenueBase Database · checked Sep 5, 2026
6	Ingenero	Partial evidence	Houston, TX, United StatesHQ checked Sep 5, 2026	501-1,000	532 contacts →
	Partial evidence “Ingenero's goal is to be the best process engineering firm by delivering the highest quality service and software solutions at the lowest cost.” Source: RevenueBase Database · checked Sep 5, 2026
7	Plex, By Rockwell Automation	Indirect evidence	Troy, MI, United StatesHQ checked Sep 5, 2026	501-1,000	397 contacts →
	Indirect evidence “Plex, by Rockwell Automation, is a leader in cloud-delivered smart manufacturing solutions, empowering the world's manufacturers to make awesome products.” Source: RevenueBase Database · checked Sep 5, 2026
8	Seeq Corporation	Partial evidence	Seattle, WA, United StatesHQ checked Sep 5, 2026	51-200	268 contacts →
	Partial evidence “Seeq Corporation develops software and services that accelerate industrial process analytics on industrial process data.” Source: RevenueBase Database · checked Sep 5, 2026
9	QAD Redzone	Indirect evidence	Miami, FL, United StatesHQ checked Sep 5, 2026	51-200	268 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 5, 2026
10	Aegis Software Corporation	Partial evidence	Horsham, PA, United StatesHQ checked Sep 5, 2026	51-200	165 contacts →
	Partial evidence “Aegis Software provides a platform for discrete manufacturers to manage and improve how complex products are built.” Source: RevenueBase Database · checked Sep 5, 2026
11	Sigmanest	Partial evidence	Cincinnati, OH, United StatesHQ checked Sep 5, 2026	201-500	131 contacts →
	Partial evidence “Part of Sandvik Manufacturing Solutions, SigmaNEST is the leader in innovative fabrication software for CAD/CAM nesting, shop floor, and business systems.” Source: RevenueBase Database · checked Sep 5, 2026
12	Preferred Precision Group, LLC	Indirect evidence	Pell City, AL, United StatesHQ checked Sep 5, 2026	501-1,000	116 contacts →
	Indirect evidence “Preferred Precision Group is a data driven technology company providing manufacturers and suppliers with unrivaled tools and resources to meet their quality and workforce goals…” Source: RevenueBase Database · checked Sep 5, 2026
13	HTI Cybernetics, INC	Partial evidence	Sterling Heights, MI, United StatesHQ checked Sep 5, 2026	51-200	113 contacts →
	Partial evidence “Since 1983, HTI Cybernetics has provided intelligent manufacturing solutions that support and enhance production, including automation systems, material handling solutions…” Source: RevenueBase Database · checked Sep 5, 2026
14	Dataparc	Strong evidence	Washougal, WA, United StatesHQ checked Sep 5, 2026	51-200	113 contacts →
	Strong evidence “dataPARC is a comprehensive industrial analytics software suite that helps process manufacturers optimize operations, boost productivity, and drive sustainability.” Source: RevenueBase Database · checked Sep 5, 2026
15	Polytron, INC	Indirect evidence	Duluth, GA, United StatesHQ checked Sep 5, 2026	51-200	109 contacts →
	Indirect evidence “In today's manufacturing landscape, there are abundant opportunities to enhance performance; but finding the time and resources in-house can be challenging.” Source: RevenueBase Database · checked Sep 5, 2026
16	Steelhead Technologies	Indirect evidence	Calumet, MI, United StatesHQ checked Sep 5, 2026	51-200	105 contacts →
	Indirect evidence “Built for metal finishers, heat treaters, and fabricators, Steelhead gives job shops visibility, efficiency, and intelligence in an all-in-one platform.” Source: RevenueBase Database · checked Sep 5, 2026
17	apprentice.io	Indirect evidence	Jersey City, NJ, United StatesHQ checked Sep 5, 2026	51-200	101 contacts →
	Indirect evidence “Apprentice is The Manufacturing AI Company.” Source: RevenueBase Database · checked Sep 5, 2026
18	Parsec Automation, LLC	Partial evidence	Anaheim, CA, United StatesHQ checked Sep 5, 2026	51-200	97 contacts →
	Partial evidence “Parsec Automation, LLC (Parsec) is the developer of TrakSYS™, the leading real-time operations & performance management software.” Source: RevenueBase Database · checked Sep 5, 2026
19	MIE Solutions	Partial evidence	Garden Grove, CA, United StatesHQ checked Sep 5, 2026	51-200	89 contacts →
	Partial evidence “MIE Solutions offers a variety of innovative enterprise and cloud-based software products for integration of business data, allowing organizations to make informed decisions for…” Source: RevenueBase Database · checked Sep 5, 2026
20	Squint	Indirect evidence	San Francisco, CA, United StatesHQ checked Sep 5, 2026	51-200	80 contacts →
	Indirect evidence “Squint is the Industrial AI company that turns operating knowledge into action.” Source: RevenueBase Database · checked Sep 5, 2026
21	Iet, Inc. Industrial Engineering & Consulting	Indirect evidence	Toledo, OH, United StatesHQ checked Sep 5, 2026	51-200	78 contacts →
	Indirect evidence “IET is a full-service industrial and manufacturing engineering service and consulting firm established in 1989.” Source: RevenueBase Database · checked Sep 5, 2026
22	Concept Advanced Manufacturing Solutions	Indirect evidence	Minneapolis, MN, United StatesHQ checked Sep 5, 2026	51-200	73 contacts →
	Indirect evidence “Whether you need a new piece of equipment, want to expand capacity, or are trying to solve staffing challenges, Concept has the answer.” Source: RevenueBase Database · checked Sep 5, 2026
23	Mino Automation Usa, INC	Indirect evidence	Auburn Hills, MI, United StatesHQ checked Sep 5, 2026	51-200	73 contacts →
	Indirect evidence “Founded in 2014 in Michigan, Mino Automation USA Inc.(Mino USA) is dedicated to delivering cutting-edge digital solutions for intelligent manufacturing to clients in the North…” Source: RevenueBase Database · checked Sep 5, 2026
24	Plataine	Indirect evidence	High Point, NC, United StatesHQ checked Sep 5, 2026	51-200	69 contacts →
	Indirect evidence “About Plataine: Plataine is the pioneer of Industrial AI Agents for advanced manufacturing.” Source: RevenueBase Database · checked Sep 5, 2026
25	CIMAC	Indirect evidence	San Jose, CA, United StatesHQ checked Sep 5, 2026	11-50	68 contacts →
	Indirect evidence “Manufacturing IT company specializing ERP, MES, factory connectivity solutions.” Source: RevenueBase Database · checked Sep 5, 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: production line optimization software. 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 production line optimization software.
Partial evidence: Its own public description names part of production line optimization software, so it works in or next to the category without describing itself that way.
Indirect evidence: The description shown does not name production line optimization software. 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 438 production line optimization software based in the United States

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Production line optimization software based in the United States at a glance

As of Sep 5, 2026

35.0%Verified-email coverage

22.9%Mobile-number coverage

54.5Average contacts per company

11-50Median size (employees)

2.3%Largest-city concentration · Austin

Sep 5, 2026Page data refreshed

Companies by employee count

1-10

172

11-50

171

51-200

201-500

501-1,000

1,001-5,000

5,001-10,000

10001+

Freshness & accuracy

How recently the business emails on this list were verified

Email last verified

7,7940–30

45131–60

461–90

490–180

92180+

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 line optimization software, 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 “production line optimization software”. 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 production line optimization software), 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 production line optimization software, 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, 8,345 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

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 production line optimization software, 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 production line optimization software are there based in the United States?

RevenueBase identified 438 production line optimization software 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?

PTC, headquartered in Boston, tops this list with the largest team on record.

Which city has the most production line optimization software?

Austin leads with 10 headquartered companies, followed by San Diego (8) and Boston (7).

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 8,345 verified decision-maker contacts tracked across these 438 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 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.