Predictive maintenance · Roadmap
Catch the pattern before the breakdown.
WEPAIR AI's current health score uses recorded status, incidents and maintenance rules. Predictive models are not connected. Future trend analysis requires sufficient actual observations; no exact failure time is claimed.
Signals
What the system will analyze.
Vibration changes
Temperature trends
Operating hours
Repeated alarms
Cycle-time variation
Maintenance history
Component replacements
Performance patterns
Explained alerts
Every flag comes with a reason.
ATTENTION · MACHINE 04Simulated data
"Machine 04 has experienced repeated spindle-related alarms over the past seven days. Review the machine history and inspect the relevant system."
— AVA, example alert
Email notificationsDashboard alertsMaintenance remindersRepeated fault alertsAbnormal patterns