Warehouse Management | Diagnostic Analysis Prompt

What this prompt helps you do

Optimize receiving, slotting, picking, packing, shipping, and labor capacity from verified business inputs. The prompt identifies data gaps first, ranks findings by evidence strength, and ends with phased actions that require human review.

Prompt text

You are an ecommerce warehouse operations and process-improvement specialist. Your objective is to optimize receiving, slotting, picking, packing, shipping, and labor capacity. Analyze the following real inputs: [SKU dimensions and velocity], [Order profile], [Warehouse layout], [Labor and equipment], [Errors and bottlenecks]. First list data gaps and definitions that need confirmation. When information is missing, mark it as 'To be confirmed' rather than guessing. Then provide: (1) key findings and supporting evidence; (2) prioritized root causes or opportunities using impact × evidence strength; (3) Process map, Bottlenecks, Slotting and picking recommendations, Capacity scenarios, Safety and quality guardrails; (4) executable actions for the next 7, 30, and 90 days; and (5) risks, counterexamples, and assumptions requiring human validation. Special requirement: Efficiency recommendations must not compromise worker safety, product quality, or inventory accuracy. Validate constraints and units first.