Bond EXP: TOTAL LIBERIA — expires in 48h
Stockout prediction · Demand forecasting · Supply chain intelligence · Risk scoring
FORECAST TIME
--:--:--
2
Stockout Risks
Next 7 days
91.4%
Forecast Accuracy
Model precision
AGO
Demand Surge Alert
+18% next week
1.2M L
Supply Gap
Projected shortfall
3
Reorder Triggers
Auto-generated
94.2%
Model Confidence
Ensemble score
AI-driven demand forecasting · Days-to-stockout · Reorder recommendations
| Product | Depot | Current Stock | Daily Demand | Days Left | Forecast Demand | Confidence | Risk | Recommendation |
|---|---|---|---|---|---|---|---|---|
| AGO | Monrovia Main Depot | 850K L | 142K L/d | 6days | 168K L/d | 94% | CRITICAL | Immediate procurement order required — 2M L |
| PMS | Buchanan Terminal | 420K L | 58K L/d | 7days | 64K L/d | 91% | HIGH | Issue purchase order within 48 hours — 1.5M L |
| JA1 | Roberts Airport | 280K L | 22K L/d | 12days | 24K L/d | 88% | MEDIUM | Schedule replenishment within 7 days |
| LPG | Monrovia Main Depot | 95K L | 8K L/d | 11days | 9K L/d | 86% | MEDIUM | Monitor — reorder if demand increases |
| HFO | Freeport Terminal | 1800K L | 45K L/d | 40days | 47K L/d | 92% | LOW | No action required — adequate stock |
| AGO | Gbarnga Depot | 310K L | 38K L/d | 8days | 42K L/d | 89% | HIGH | Arrange transfer from Monrovia or new order |
Weekly & monthly demand projections · Seasonal factors · Supply chain risk
| Product | This Week | Next Week | Next Month | Trend | Seasonal Factor | Supply Risk |
|---|---|---|---|---|---|---|
| AGO | 994K L | 1172K L | 4.68M L | +17.9% | Dry season harvest transport | HIGH |
| PMS | 406K L | 398K L | 1.61M L | -2.0% | Normal consumption pattern | LOW |
| JA1 | 154K L | 168K L | 0.67M L | +9.1% | Increased flight schedules | MEDIUM |
| LPG | 56K L | 58K L | 0.23M L | +3.6% | Consistent household demand | LOW |
| HFO | 315K L | 329K L | 1.32M L | +4.4% | Power generation demand | LOW |