Inventory Demand Forecast Agent

The Inventory Demand Forecast Agent answers a single question: does this product need reordering, and by when? It establishes the product's current inventory position and projects demand for the coming four weeks from its own sales history — weighted by the seasonal movement that product typically shows, rather than a flat average. That demand is drawn down against stock on hand to pinpoint the week cover runs out. The outcome is a concise recommendation covering whether to replenish, the quantity required, and the date the order must be placed, with each figure supported by a week-by-week breakdown. Every recommendation is built from live stock and forecast data at the moment of the query, so buying teams act on the position as it stands today.