Company lists · Data refreshed October 2026

Top 25 AI machine downtime prevention software companies based in the United States

RevenueBase identified 245 company matches for AI machine downtime prevention software companies associated with the United States as of October 2026 and tracks 7,477 professional contacts across them, including 3,104 with verified work emails. San Francisco is the largest hub.

This list covers company matches for AI machine downtime prevention software companies associated with the 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 October 20, 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 Oct 20, 2026 How this list was built
245Companies
7,477Contacts tracked
3,104Verified emails
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The 25 largest AI machine downtime prevention software companies based in the United States

Ranked by team size
Top 25 of 245 company matches for AI machine downtime prevention software companies based in the United States, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Oct 20, 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.
#CompanyRevenueBase SmartSearchHeadquartersEmployeesContacts
1Exact matchSan Francisco, CA, United StatesHQ recorded Oct 20, 2026501-1,000666 contacts →

Exact match

“MaintainX (An Autodesk Company) is a technology company pioneering a next-generation approach to maintenance and asset management.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
2Exact matchAtlanta, GA, United StatesHQ recorded Oct 20, 2026501-1,000451 contacts →

Exact match

“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…”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
3Exact matchNew York, NY, United StatesHQ recorded Oct 20, 2026201-500366 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
4Exact matchSanta Clara, CA, United StatesHQ recorded Oct 20, 2026501-1,000326 contacts →

Exact match

“Digitate™ leverages machine learning and AI (artificial intelligence) to intelligently manage IT and business operations.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
5Exact matchDublin, OH, United StatesHQ recorded Oct 20, 2026201-500325 contacts →

Exact match

“Manufacturing facilities face common challenges including stressed equipment, unplanned downtime, and strained personnel.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
6Exact matchPittsburgh, PA, United StatesHQ recorded Oct 20, 2026201-500320 contacts →

Exact match

“Gecko Robotics is the pioneer of AI + Robotics [AIR technology], transforming how the world builds, operates, and maintains its most critical infrastructure for a more reliable…”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
7Exact matchPleasanton, CA, United StatesHQ recorded Oct 20, 2026201-500262 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
8Exact matchSt. Louis, MO, United StatesHQ recorded Oct 20, 202651-200249 contacts →

Exact match

“With an in-house R&D team, it develops and manufactures wireless sensors, data collectors and Artificial Intelligence software and applications dedicated to Predictive Maintenance.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
9Exact matchState College, PA, United StatesHQ recorded Oct 20, 2026201-500226 contacts →

Exact match

“For more than 25 years, KCF Technologies has helped industrial organizations understand and protect the machines that keep their operations running.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
10Exact matchMiami, FL, United StatesHQ recorded Oct 20, 202651-200174 contacts →

Exact match

“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…”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
11Exact matchNashville, TN, United StatesHQ recorded Oct 20, 202651-200143 contacts →

Exact match

“XOi is the asset intelligence solution for the field service ecosystem.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
12Exact matchSan Francisco, CA, United StatesHQ recorded Oct 20, 202651-200119 contacts →

Exact match

“Leading industrial companies trust UptimeAI to scale expertise across their operations.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
13Exact matchFerndale, WA, United StatesHQ recorded Oct 20, 202651-200104 contacts →

Exact match

“Cutsforth specializes in developing innovative new technologies and services to enhance plant asset management.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
14Exact matchChicago, IL, United StatesHQ recorded Oct 20, 2026201-50099 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
15Exact matchJersey City, NJ, United StatesHQ recorded Oct 20, 202651-20095 contacts →

Exact match

“Apprentice is The Manufacturing AI Company.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
16Exact matchPalo Alto, CA, United StatesHQ recorded Oct 20, 202651-20081 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
17Exact matchHouston, TX, United StatesHQ recorded Oct 20, 2026501-1,00077 contacts →

Exact match

“I-care is a global leader in machine health solutions.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
18Exact matchPalo Alto, CA, United StatesHQ recorded Oct 20, 202611-5073 contacts →

Exact match

“We normalize AI.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
19Exact matchLebanon, OH, United StatesHQ recorded Oct 20, 202651-20063 contacts →

Exact match

“IVC Technologies is dedicated to helping our customers achieve optimal efficiencies through Condition Based Monitoring (CBM) utilizing our highly experienced and certified PdM…”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
20Exact matchLos Gatos, CA, United StatesHQ recorded Oct 20, 202651-20063 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
21Exact matchTampa, FL, United StatesHQ recorded Oct 20, 202611-5062 contacts →

Exact match

“Circuitry.ai is transforming how manufacturers deliver autonomous service by bringing the power of AI into every decision across the service lifecycle.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
22Exact matchSunnyvale, CA, United StatesHQ recorded Oct 20, 202651-20053 contacts →

Exact match

Recorded description not available.

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
23Exact matchPrinceton, NJ, United StatesHQ recorded Oct 20, 202651-20053 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
24Exact matchDallas, TX, United StatesHQ recorded Oct 20, 202651-20049 contacts →

Exact match

“XMPro delivers Industrial Intelligence Without Platform Limitations.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
25Exact matchPearl River, NY, United StatesHQ recorded Oct 20, 202651-20047 contacts →

Exact match

“ei³ has pioneered IIoT apps and AI-driven solutions since establishing itself as a trusted leader in industrial manufacturing.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase

Showing 25 of 245 AI machine downtime prevention software companies based in the United States

See the full list, filter by size, metro and specialty, and access 3,104 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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AI machine downtime prevention software companies based in the United States at a glance

As of Oct 20, 2026
41.5%Verified-email coverage
30.5Average contacts per company
11-50Median size (employees)
9.0%Largest-city concentration · San Francisco
Oct 20, 2026Page data refreshed

Companies by employee count

1-10
94
11-50
102
51-200
34
201-500
11
501-1,000
4

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 245 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 the United States whose business descriptions match “AI machine downtime prevention software companies” 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 3,104 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 October 20, 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.

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 machine downtime prevention software companies”; each Exact match badge shows search membership, not an individual similarity or quality score.

How many AI machine downtime prevention software companies are there based in the United States?

RevenueBase identified 245 company matches for AI machine downtime prevention software companies associated with the United States as of October 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?

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

Which city has the most AI machine downtime prevention software companies?

San Francisco leads with 22 company records, followed by Houston (15) and Austin (8).

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 3,104 professional contacts with verified work emails tracked across these 245 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 October 20, 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.