Manufacturing and industrial
Predict equipment failures
- 1Condition Monitoring SystemTractian
- 2Machine HealthControl Seat
- 3Maintenance Connection
17 products reviewedUpdated Oct 20
Product category
AI for predictive maintenance
Every product we track in predictive maintenance, with its pricing, what it does and where it ranks on public evidence.
68 products34 companies2 rankingsUpdated Oct 27, 2026
Where they rank. Scored out of 100 on public evidence.
All rankingsManufacturing and industrial
Detect data anomalies
- 1Industrial AIIntelecy AS
- 2Salsify Blocked Product Fix ListRastro AI
- 3Machine HealthControl Seat
10 products reviewedUpdated Oct 20
Products
68 products from 34 companies
Condition Monitoring System by Tractian
Tractian Condition Monitoring helps you stay ahead of downtime and catch failures before they cost you with real-time condition monitoring.
#1 in Predict equipment failures, manufacturing and industrialPairio
AI-powered assistant for maintenance teams that surfaces information, identifies spare parts, creates structured reports, searches technical documentation, analyzes…
#1 in Search company knowledge, manufacturing and industrialCognitive Maintenance by Groundup.ai
AI-powered anomaly detection and predictive maintenance solution using IoT sound sensors to detect issues before equipment failures, with real-time machine health…
#4 in Detect data anomalies, manufacturing and industrialSenseAI Embedded by IoTFlows
IP67-rated industrial monitoring built into equipment for harsh environments with vibration and temperature analysis, anomaly detection, FFT, and predictive maintenance.
#5 in Detect data anomalies, manufacturing and industrialCerbrec Intelligent Operations Platform by Cerbrec
Connects every system on plant and facility floors and deploys AI agents that diagnose, prioritize, and guide action so teams resolve issues faster.
#6 in Detect data anomalies, manufacturing and industrialMachine Health by Control Seat
Fault findings graded by evidence, with process context from plant data.
#1 in Predict equipment failures, energy and utilitiesMaintenance Connection
Multi-site, multi-industry CMMS and EAM software that reduces downtime, predicts maintenance needs, and manages asset and equipment inventory.
#3 in Predict equipment failures, manufacturing and industrialAutopilot by SmartHelio
Plug-in software that predicts faults in solar plants, detects and predicts underperformances in real-time, and serves as a unified platform for solar and storage…
#2 in Predict equipment failures, energy and utilitiesFuturai Manutenção by Futurai
Predictive maintenance solution for reliability engineering that anticipates equipment failures, reduces corrective maintenance costs, extends asset life, and enables…
#4 in Predict equipment failures, manufacturing and industrialAmber by Boon Logic
AI-based predictive maintenance and anomaly detection tool to reduce downtime and free engineering teams to focus on mission-critical tasks.
#8 in Detect data anomalies, manufacturing and industrialEquipment Maintenance Software by Factory AI
AI-powered software that reduces downtime, prevents failures, and extends equipment lifespan through real-time insights, predictive alerts, and optimized maintenance…
#6 in Predict equipment failures, manufacturing and industrialNorra
AI-powered equipment tracking and management platform for skilled nursing facilities featuring proprietary smart tags for zero-scan room-level real-time location, rental…
#10 in Generate reports, healthcare and life sciences
Showing 12 of 34 companies