Order risk analysis
Gear Module • Line L5 • Morning shift • High priority
Delay risk
97%
Deterministic risk engine
Target output
463
Actual output
282
Production gap
181 units
Downtime
77 min
Defect rate
7.4%
OEE
58%
Material delay
54 min
Staffing
4 / 8
Machine age
17 years
Maintenance
15 days overdue
Hours remaining
3.5h
Completion
46%
Weighted contribution to predicted delay
Machine downtime
77 minutes lost during the current production window
Production gap
39% below planned output
Material delay
54 minutes waiting on material
Understaffing
4 operators below plan
OEE
58% OEE versus the 82% operating threshold
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