Logistics, Procurement & Manufacturing
Demand Forecasting
Predicts how much of each product to order, accounting for seasonality, promotions, and historical data.
When to use it
Retail, distribution, and manufacturing with a broad product range.
How it works — example
- Input
- A retailer with 5,000 SKUs planning a month's orders.
- Agent actions
- The agent reviews 24 months of sales, seasonality, and competitor promotions, and forecasts each SKU.
- Result
- A purchase order ready to go: accuracy +/-15%, 5% less excess stock, 30% fewer stockouts.
Business impact
Month 1: 30% less excess stock. Month 3: 50% fewer stockouts. Month 6: 5-15% less working capital tied up.
Similar agents
Inventory Management
Tracks stock levels, raises purchase orders with suppliers, and flags items nearing critical thresholds.
Procurement & Supplier Selection
Runs tenders, compares bids, assesses risk, and delivers a sourcing recommendation.
Logistics Optimization
Builds delivery routes, batches orders, and minimizes mileage using real-time GPS and traffic data.
Supply Risk Management
Monitors news, weather, and regulatory changes, and warns you when a supplier is likely to miss a delivery.