Sales Forecasting Agent

A custom-built forecasting agent that reads 18 months of sales history plus seasonal and promotional trend data, then produces a per-SKU demand forecast with a confidence range and a plain-language explanation of what's driving it. It recommends a reorder quantity and an order-by date factored around real supplier lead times, but every purchase order still waits for a human to approve before it goes to a supplier. Rebuilt around a different company's SKUs, sales history, and supplier terms, the same forecasting loop applies just as well.