Operations · Inventory risk
Stock-Out Reports
Predicted depletion across the fleet · AI demand forecast at 30-min granularity.
Machines at risk · 4h
+80
SKUs critical
+40
Forecast accuracy
+0.80.0%
Auto-orders generated
+120
At-risk machines · next 4 hours
AI predicted| Machine | Location | SKUs low | Critical | First stock-out in |
|---|---|---|---|---|
| VM-AMS-00184 | Schiphol T2 · Lane B7 | 6 | 2 | 1h 12m |
| VM-NYC-00091 | Penn Station · NQR-04 | 4 | 1 | 2h 30m |
| VM-TYO-00318 | Shibuya Crossing · East | 8 | 4 | 48m |
| VM-LON-00250 | King's Cross · Platform 9 | 3 | — | 3h 15m |
| VM-SIN-00427 | Changi T3 · Skytrain | 5 | 2 | 1h 48m |
| VM-SAO-00046 | Paulista · Estação | 7 | 3 | 2h 04m |
Fast-moving SKUs · 24h velocity
- Cold Brew Oat 250ml188 u/h +14%1.2d to OOS
- Sparkling Yuzu 330ml164 u/h +8%1.8d to OOS
- Protein Cookie 60g142 u/h +22%0.9d to OOS
- Matcha Latte 280ml121 u/h +11%2.1d to OOS
- Berry Kombucha 250ml109 u/h +6%2.4d to OOS
- Trail Mix 80g92 u/h -3%3.0d to OOS
Demand forecast · next 6 hours
Per 2-hour bucket00
02
04
06
08
10
12
14
16
18
20
22
+1h
+2h
+3h
+4h
+5h
+6h
Actual Forecast Peak demand expected 16:00–18:00 · +24% above baseline
Recently auto-resolved
Closed-loopVM-LON-00150
Replenishment R-2812 dispatched · ETA 14:30
VM-AMS-00181
Cold Brew Oat reordered from EU-West DC
VM-SIN-00420
Slot swap suggested · Trail Mix → Almonds