Company lists · Data refreshed September 2026
Top 25 Predictive maintenance software companies for rail worldwide
RevenueBase identified 781 predictive maintenance software companies for rail worldwide as of September 2026 and tracks 13,137 professional contacts across them, including 3,978 with verified work emails. The United States is the largest market and Lima the largest hub.
This list covers predictive maintenance software companies for rail worldwide, 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 29, 2026. Country and city lists for predictive maintenance software companies for rail follow the table.
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.
The 25 largest predictive maintenance software companies for rail worldwide
Ranked by team size| # | Company | Contacts | |||
|---|---|---|---|---|---|
| 1 | 1,126 contacts → | ||||
Indirect evidence “Confipetrol es una compañía Multinacional que brinda soluciones en Servicios integrales de Operación y Mantenimiento, con la aplicación de técnicas de Confiabilidad bajo…” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 2 | 627 contacts → | ||||
Indirect evidence “Euromaint supplies innovative and customised solutions for optimal vehicle availability, with a customer focus throughout the value chain.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 3 | 518 contacts → | ||||
Strong evidence “I-care is the global leader in predictive and prescriptive maintenance.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 4 | 459 contacts → | ||||
Indirect evidence “A Tractian é a empresa líder de inteligência de máquina e de sistemas de monitoramento industrial.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 5 | 412 contacts → | ||||
Partial evidence “For nearly a century, Sperry Rail has been a pioneering force in advancing Rail Health®, ensuring the safety, reliability, and integrity of global rail infrastructure.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 6 | 400 contacts → | ||||
Partial evidence “Frauscher Sensor Technology provides field elements for train detection and wayside object controlling, complemented by software, connectivity, and data transmission solutions…” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 7 | 295 contacts → | ||||
Indirect evidence “Manufacturing facilities face common challenges including stressed equipment, unplanned downtime, and strained personnel.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 8 | 253 contacts → | ||||
Indirect evidence “SPM Instrument is a global leader in condition monitoring technology.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 9 | 236 contacts → | ||||
Strong evidence “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.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 10 | 235 contacts → | ||||
Indirect evidence “For more than 25 years, KCF Technologies has helped industrial organizations understand and protect the machines that keep their operations running.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 11 | 145 contacts → | ||||
Indirect evidence “XOi is the asset intelligence solution for the field service ecosystem.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 12 | 136 contacts → | ||||
Partial evidence “Innovative technology company and leading provider of rail solutions, ART has a successful track record in supporting railroads all over the world to improve operational safety…” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 13 | 128 contacts → | ||||
Strong evidence “Speno International specialises in rail maintenance worldwide.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 14 | 109 contacts → | ||||
Partial evidence “Franchetti spa is a software firm specialised in structural algorithms whose international headquarters are located near Vicenza, in northeastern Italy.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 15 | 108 contacts → | ||||
Indirect evidence “KONUX is a leading German AI scale-up, transforming railway operations for a sustainable future.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 16 | 102 contacts → | ||||
Strong evidence “Metro East Industries consistently offers solutions for railcar and locomotive repair and maintenance issues, both in the shop and on the rail.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 17 | 99 contacts → | ||||
Indirect evidence Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 18 | 92 contacts → | ||||
Partial evidence “GMF (Gestión de Maquinaria Ferroviaria, Railway Maintenance Services) es la empresa dedicada al Mantenimiento de material rodante ferroviario, a la fabricación y comercialización…” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 19 | 89 contacts → | ||||
Partial evidence “Uptake provides industrial intelligence software-as-a-service (SaaS), translating data into smarter operations.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 20 | 86 contacts → | ||||
Indirect evidence Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 21 | 81 contacts → | ||||
Indirect evidence “voestalpine Signaling Siershahn GmbH is a a subsidiary from voestalpine Railway Systems, the global leader for railway infrastructure system solutions.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 22 | 77 contacts → | ||||
Indirect evidence “We are the global leader in solutions for railway infrastructure monitoring and diagnostics- We are proud to have the longest and most proven experience in global Track Management…” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 23 | 75 contacts → | ||||
Partial evidence “Our precise, reliable and robust products directly reflect the specific demands of civil engineering, rail and mining environments and empower those responsible for infrastructure…” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 24 | 73 contacts → | ||||
Strong evidence “remberg is the modern maintenance software that simplifies how industrial companies manage maintenance.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
| 25 | 73 contacts → | ||||
Strong evidence “MVP One provides asset-intensive industries with proactive maintenance management software and services.” Source: RevenueBase Database · checked Sep 29, 2026Thanks. The Data Team will review it. | |||||
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: predictive maintenance software companies for rail. 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 predictive maintenance software companies for rail.
- Partial evidence
- Its own public description names part of predictive maintenance software companies for rail, so it works in or next to the category without describing itself that way.
- Indirect evidence
- The description shown does not name predictive maintenance software companies for rail. 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 781 predictive maintenance software companies for rail worldwide
See the full list, filter by size, metro and specialty, and get verified emails and direct dials for all 3,978 reachable decision-makers.
Free signup · no credit card
Predictive maintenance software companies for rail worldwide at a glance
As of Sep 29, 2026Companies by employee count
Email recency is reported on each country list linked below.
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 predictive maintenance software companies for rail, 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.
- Coverage
- Every country. Country and city lists for predictive maintenance software companies for rail are linked below.
- What qualifies
- Companies worldwide whose own description of what they do matches “predictive maintenance software companies for rail”. 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 predictive maintenance software companies for rail), 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 predictive maintenance software companies for rail, and records with no verified work email.
- 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, 3,978 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 29, 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.
Predictive maintenance software companies for rail by location
7 lists · largest firstEvery Predictive maintenance software companies for rail list RevenueBase publishes, by country and city. Counts are matching companies in each list as of its own refresh date.
Countries
- Predictive maintenance software companies for rail based in the United States116
- Predictive maintenance software companies for rail based in Brazil86
- Predictive maintenance software companies for rail based in Germany50
- Predictive maintenance software companies for rail based in the United Kingdom43
- Predictive maintenance software companies for rail based in France31
- Predictive maintenance software companies for rail based in Canada28
- Predictive maintenance software companies for rail based in Italy26
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 predictive maintenance software companies for rail, 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 predictive maintenance software companies for rail are there worldwide?
RevenueBase identified 781 predictive maintenance software companies for rail worldwide 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?
Confipetrol S.A.S, headquartered in Bogota, tops this list with the largest team on record.
Which country has the most predictive maintenance software companies for rail?
The United States leads with 116 companies, followed by Brazil (86) and Germany (50). Every predictive maintenance software companies for rail list by country and city is linked on this page.
Which city has the most predictive maintenance software companies for rail?
Lima leads with 8 headquartered companies, followed by London (7) and Tehran (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 3,978 verified decision-maker contacts tracked across these 781 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 29, 2026.
Ready to reach these companies? Verified emails and direct dials for all 781 predictive maintenance software companies for rail worldwide. Start with a free account, no credit card.
Download this list →Related lists
Browse the directory
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.