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GROCERY-RETAIL-MANAGEMENT5 MIN READ

Sort Replenishment Signals

Classify replenishment observations as demand, supply, execution, or data-quality signals.

Sort each replenishment observation by the signal it represents. The goal is not to fix yet. First identify the type of signal so the fix fits the cause. Demand signal Supply constraint signal Store execution signal Data-quality signal Soup units doubled during a rainy weekend across all top SKUs Oat milk shows zero delivered because the warehouse shorted the entire shipment Promoted pasta shelf is empty while two unopened cases sit in backstock System thinks salsa is packed twelve per case, but the vendor changed to eight Water multipacks spike after a local outdoor festival starts nearby Frozen pizza holes…

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