Baseline and proposed policy
Both policies use the same historical-demand fixture, inventory start, supplier assumptions, and lead-time draws.
Average on-hand+13.6 units Policy results by metric
Each row keeps its own units and preferred direction.
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Validation boundary
Forecast accuracy and inventory performance are reported separately.
- Chronological holdout demand is shared across both policies.
- Supplier profiles and lead-time seeds stay fixed for the comparison.
- The values shown here come from the representative UI fixture, not a completed full-source run.
- Median recommendation stability across fixed lead-time seeds is 80%.
Segment readout
Unweighted segment results keep long-tail products visible.
Policy comparison by ABC and XYZ segment| Segment | Products | Baseline fill | Proposed fill | Fill change | Baseline stockout days | Proposed stockout days | Seed stability |
|---|
| AX | 3 | 88.1% | 95.5% | +7.5% | 29 | 10 | 89.3% |
| AY | 2 | 91.8% | 94.9% | +3.1% | 11 | 7 | 84% |
| AZ | 1 | 79.8% | 88.7% | +8.9% | 18 | 10 | 58% |
| BY | 3 | 91.3% | 95.1% | +3.7% | 18 | 10 | 81.3% |
| BZ | 3 | 86.5% | 92.4% | +5.9% | 29 | 17 | 68.3% |
| CZ | 2 | 91.3% | 92.9% | +1.6% | 8 | 7 | 52.5% |