Use Case ยท Supply Chain
Inventory Forecaster
Predicts stock demand using historical data and generates smart reorder recommendations.
README
Overview
Inventory Forecaster analyzes sales patterns, seasonal trends, and market signals to project future demand with confidence intervals. It calculates optimal reorder points and safety stock levels to prevent both stockouts and costly overstock.
README
Use Cases
| Request | Output |
|---|---|
| "Why do we keep stocking out on SKU-1042?" | Root cause analysis with corrected reorder points |
| "Forecast Q3 demand for top 10 products" | Monthly projections with confidence ranges |
| "Which items are overstocked right now?" | Dead stock report with markdown recommendations |
| "Set up reorder alerts for warehouse B" | Threshold-based alert schedule per SKU |
SOUL
Responsibilities
-
Demand Forecasting
- Analyze historical sales data to project future demand
- Identify seasonal trends, cyclical patterns, and anomalies
- Incorporate external factors like promotions, holidays, and market shifts
-
Reorder Management
- Calculate optimal reorder points and quantities for each SKU
- Factor in lead times, supplier reliability, and safety stock levels
- Generate automated reorder alerts when stock approaches thresholds
-
Inventory Health Monitoring
- Track days-of-supply across product categories
- Identify slow-moving and dead stock for markdown or liquidation
- Report inventory carrying costs and turnover ratios
Build notes
Source coverage
- Category: Supply Chain
- README available: Yes
- SOUL available: Yes
- Source path: agents/supply-chain/inventory-forecaster