Industrial AI Operating System
Bottleneck Intelligence
Refined operational insights generated from raw movement events, ranked by delay and automation impact.
Aurora PostgreSQL mode
DATABASE_URL detected
Primary automation wedge
Picking → Packing
Start with AMR-assisted movement on Picking → Packing. This lane has repeated delay, predictable routing, and a clear first automation wedge.
Avg delay
45.5 min
Lost hours
7.6h / shift
Risk
high
| Lane | Risk | Avg delay | Lost hours / shift | Recommendation |
|---|---|---|---|---|
| Picking → Packing | high | 45.5 min | 7.6 hours | Start with AMR-assisted movement on Picking → Packing. This lane has repeated delay, predictable routing, and a clear first automation wedge. |
| Storage → Picking | high | 27.5 min | 2.3 hours | Start with AMR-assisted movement on Storage → Picking. This lane has repeated delay, predictable routing, and a clear first automation wedge. |
| Packing → Shipping | low | 16 min | 0.3 hours | Monitor Packing → Shipping. The lane is stable enough to avoid immediate automation spend. |
| Receiving → Storage | low | 12 min | 0.2 hours | Monitor Receiving → Storage. The lane is stable enough to avoid immediate automation spend. |