Order risk analysis
Gear Module • Line L2 • Evening shift • High priority
Delay risk
97%
Deterministic risk engine
Target output
357
Actual output
218
Production gap
139 units
Downtime
86 min
Defect rate
7.4%
OEE
55%
Material delay
59 min
Staffing
4 / 8
Machine age
17 years
Maintenance
14 days overdue
Hours remaining
4.5h
Completion
47%
Weighted contribution to predicted delay
Machine downtime
86 minutes lost during the current production window
Production gap
39% below planned output
Material delay
59 minutes waiting on material
OEE
55% 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