Tracks vibration, temperature and acoustic sensor data on every connected machine to flag degradation days before a breakdown — turning unplanned stoppages into scheduled maintenance windows.
Adjust machine count, failure rate and detection rate and the agent recalculates downtime avoided and savings instantly.
| Metric | Value |
|---|
| 1. Monitor the fleet | Ingests vibration, temperature and acoustic sensor data from every connected machine in real time. |
| 2. Detect degradation early | Flags anomalous sensor patterns that precede failure, days or weeks before a breakdown. |
| 3. Schedule the fix | Books a planned maintenance window instead of waiting for an unplanned stoppage. |
| 4. Hand off | Passes the maintenance ticket to the Production Line Balancing Agent so the schedule change can be absorbed with minimal throughput loss. |