Order risk analysis
Sensor Bracket • Line L1 • Night shift • High priority
Delay risk
82%
Deterministic risk engine
Target output
505
Actual output
348
Production gap
157 units
Downtime
56 min
Defect rate
1.4%
OEE
58%
Material delay
37 min
Staffing
7 / 8
Machine age
9.5 years
Maintenance
Due in 17 days
Hours remaining
8h
Completion
65%
Weighted contribution to predicted delay
Machine downtime
56 minutes lost during the current production window
Production gap
31% below planned output
OEE
58% OEE versus the 82% operating threshold
Material delay
37 minutes waiting on material
Deadline pressure
8.0 hours remain at 65% completion
Prioritized interventions based on current operating state
Transfer 15% of workload to Line L4
CapacityUse available parallel capacity to protect the committed completion window.
Expedite the pending raw material batch
MaterialsEscalate replenishment and stage the next batch at point of use.
Schedule inspection after the current production window
MaintenanceInspect vibration, feed alignment, and wear components before the next order starts.
Estimated risk after intervention