Order risk analysis
Gear Module • Line L4 • Night shift • High priority
Delay risk
97%
Deterministic risk engine
Target output
441
Actual output
269
Production gap
172 units
Downtime
78 min
Defect rate
7.4%
OEE
57%
Material delay
64 min
Staffing
4 / 8
Machine age
17 years
Maintenance
13 days overdue
Hours remaining
5.5h
Completion
48%
Weighted contribution to predicted delay
Machine downtime
78 minutes lost during the current production window
Production gap
39% below planned output
Material delay
64 minutes waiting on material
OEE
57% OEE versus the 82% operating threshold
Understaffing
4 operators below plan
Prioritized interventions based on current operating state
Transfer 15% of workload to Line L2
CapacityUse available parallel capacity to protect the committed completion window.
Assign 4 additional operators
PeopleRebalance the current shift team to recover throughput at the constrained station.
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