Fleet downtime risk
9%56
At-risk machines
3
risk ≥ 50
Downtime avoided (mo.)
18%412 min
Predicted savings
14%€6,840
Predictive maintenance board
Downtime & cost · last 8 weeks
Maintenance recommendations
Service spindle within 36h88%
Failure probability 88% within 72h. A pre-emptive spindle service avoids an unplanned ~47-min stop and scrap.
Drivers: spindle_temp_trend (+0.41) · vibration_rms (+0.33) · load_cycles (+0.12)