Order risk analysis
Gear Module • Line L1 • Morning shift • High priority
Delay risk
97%
Deterministic risk engine
Target output
525
Actual output
320
Production gap
205 units
Downtime
87 min
Defect rate
7.4%
OEE
54%
Material delay
56 min
Staffing
4 / 8
Machine age
17 years
Maintenance
12 days overdue
Hours remaining
3.5h
Completion
49%
Weighted contribution to predicted delay
Machine downtime
87 minutes lost during the current production window
Production gap
39% below planned output
Material delay
56 minutes waiting on material
OEE
54% 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