Company lists · Data refreshed September 2026

Top 25 Machine learning predictive maintenance companies based in the United States

RevenueBase identified 199 company matches for machine learning predictive maintenance companies associated with the United States as of September 2026 and tracks 4,293 professional contacts across them, including 1,879 with verified work emails. Houston is the largest hub.

This list covers company matches for machine learning predictive maintenance 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 September 28, 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 Sep 28, 2026 How this list was built
199Companies
4,293Contacts tracked
1,879Verified emails
Explore this list → Free signup · no credit card · 500 free credits

The 25 largest machine learning predictive maintenance companies based in the United States

Ranked by team size
Top 25 of 199 company matches for machine learning predictive maintenance companies based in the United States, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Sep 28, 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 matchNew York, NY, United StatesHQ recorded Sep 28, 2026201-500363 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 · Sep 28, 2026 · View company records in RevenueBase
2Exact matchDublin, OH, United StatesHQ recorded Sep 28, 2026201-500295 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
3Exact matchAtlanta, GA, United StatesHQ recorded Sep 28, 202651-200254 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
4Exact matchSt. Louis, MO, United StatesHQ recorded Sep 28, 202651-200236 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 · Sep 28, 2026 · View company records in RevenueBase
5Exact matchState College, PA, United StatesHQ recorded Sep 28, 2026201-500235 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 · Sep 28, 2026 · View company records in RevenueBase
6Exact matchCincinnati, OH, United StatesHQ recorded Sep 28, 2026201-500227 contacts →

Exact match

“Waites eliminates downtime by blending advanced machine learning with hands-on human insight for industry-leading equipment management.”

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
7Exact matchIndianapolis, United StatesHQ recorded Sep 28, 2026201-500199 contacts →

Exact match

“POLARIS Laboratories® can help you prevent maintenance failure.”

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
8Exact matchNashville, TN, United StatesHQ recorded Sep 28, 202651-200145 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
9Exact matchFerndale, WA, United StatesHQ recorded Sep 28, 202651-20096 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
10Exact matchSan Francisco, CA, United StatesHQ recorded Sep 28, 202651-20093 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
11Exact matchChicago, IL, United StatesHQ recorded Sep 28, 2026201-50089 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
12Exact matchKalamazoo, MI, United StatesHQ recorded Sep 28, 202651-20087 contacts →

Exact match

“HECO helps industrial plants utilize more dependable motors and equipment.”

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
13Exact matchPalo Alto, CA, United StatesHQ recorded Sep 28, 202651-20078 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
14Exact matchHouston, TX, United StatesHQ recorded Sep 28, 2026501-1,00069 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
15Exact matchLebanon, OH, United StatesHQ recorded Sep 28, 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 · Sep 28, 2026 · View company records in RevenueBase
16Exact matchLos Gatos, CA, United StatesHQ recorded Sep 28, 202651-20058 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
17Exact matchNY, United StatesHQ recorded Sep 28, 202611-5051 contacts →

Exact match

“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…”

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
18Exact matchHouston, TX, United StatesHQ recorded Sep 28, 202611-5050 contacts →

Exact match

“At Mechademy we have combined our decades of domain expertise in Turbomachinery with state-of-the-art machine learning algorithms to create our IoT platform, Turbomechanica®.”

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
19Exact matchSunnyvale, CA, United StatesHQ recorded Sep 28, 202651-20049 contacts →

Exact match

Recorded description not available.

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
20Exact matchVictor, NY, United StatesHQ recorded Sep 28, 202651-20047 contacts →

Exact match

“Connection Technology Center (CTC) is a U.S-based technology company specializing in the advanced design and manufacturing of industrial condition monitoring hardware for…”

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
21Exact matchTampa, FL, United StatesHQ recorded Sep 28, 202611-5045 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 · Sep 28, 2026 · View company records in RevenueBase
22Exact matchPleasant Grove, UT, United StatesHQ recorded Sep 28, 202651-20041 contacts →

Exact match

“Redlist is a turn-key, AI-powered Reliability Centered Maintenance (RCM) platform built for industrial teams where equipment uptime is mission-critical.”

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
23Exact matchDecatur, IL, United StatesHQ recorded Sep 28, 202651-20041 contacts →

Exact match

“Decatur Industrial Electric provides electro-mechanical repair solutions to a variety of industries throughout the Midwest.”

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
24Exact matchJacksonville, FL, United StatesHQ recorded Sep 28, 202651-20038 contacts →

Exact match

“UpTime Solutions is a leader in wireless condition monitoring, offering powerful predictive maintenance solutions that reduce unplanned downtime.”

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase
25Exact matchSan Jose, CA, United StatesHQ recorded Sep 28, 202611-5033 contacts →

Exact match

“Peaxy offers a modular cloud-based software platform providing predictive analytics for the battery storage, electrification, and defense industries.”

Recorded in the RevenueBase company graph · Sep 28, 2026 · View company records in RevenueBase

Showing 25 of 199 machine learning predictive maintenance companies based in the United States

See the full list, filter by size, metro and specialty, and access 1,879 tracked professional contacts with verified work emails. Direct dials are available where recorded.

Free signup · no credit card

View the full list →

Machine learning predictive maintenance companies based in the United States at a glance

As of Sep 28, 2026
43.8%Verified-email coverage
21.6Average contacts per company
11-50Median size (employees)
4.0%Largest-city concentration · Houston
Sep 28, 2026Page data refreshed

Companies by employee count

1-10
84
11-50
77
51-200
24
201-500
12
501-1,000
2

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 199 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 “machine learning predictive maintenance 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 1,879 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 September 28, 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 “machine learning predictive maintenance companies”; each Exact match badge shows search membership, not an individual similarity or quality score.

How many machine learning predictive maintenance companies are there based in the United States?

RevenueBase identified 199 company matches for machine learning predictive maintenance companies associated with the United States as of September 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?

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

Which city has the most machine learning predictive maintenance companies?

Houston leads with 8 company records, followed by Austin (7) and Los Angeles (7).

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 1,879 professional contacts with verified work emails tracked across these 199 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 September 28, 2026.

Ready to reach these companies? Verified emails and direct dials for all 199 machine learning predictive maintenance companies based in the United States. Start with a free account, no credit card.

Download this list →

Related lists

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.