Operations
Predictive Maintenance
Tools for monitoring equipment health, predicting failures, and planning maintenance in industrial or manufacturing environments.
Best Predictive Maintenance tools by public signals
These picks are computed from scored public evidence. Use the openness column in the ranking to separate OSI-approved, source-available, open-core, proprietary, and unverified-license tools.
Use Case Rankings
Ordered by ToolVitals score, health, shipping, confidence, and then adoption as a tie-breaker.
| # | Tool | Health | Shipping | Openness | Stars | Score | Status |
|---|---|---|---|---|---|---|---|
| 01 | cmms #1 Self hosted CMMS web & mobile application that allows you to manage enterprise maintenance for free - Computerized Maintenance Management System | 73 | 75 | OSI-approved OSS | 649 | 79 | Warning |
| 02 | OpenPMX Open-source predictive maintenance platform for manufacturing. | 41 | 31 | OSI-approved OSS | 0 | 49 | Critical |