Order risk analysis
Gear Module • Line L3 • Evening shift • High priority
Delay risk
97%
Deterministic risk engine
Target output
419
Actual output
256
Production gap
163 units
Downtime
79 min
Defect rate
7.4%
OEE
56%
Material delay
61 min
Staffing
4 / 8
Machine age
17 years
Maintenance
11 days overdue
Hours remaining
4.5h
Completion
50%
Weighted contribution to predicted delay
Machine downtime
79 minutes lost during the current production window
Production gap
39% below planned output
Material delay
61 minutes waiting on material
OEE
56% OEE versus the 82% operating threshold
Understaffing
4 operators below plan
Prioritized interventions based on current operating state
Transfer 15% of workload to Line L4
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