Inventory Management | Audit and Experimentation Prompt

What this prompt helps you do

Audit an existing page, process, dataset, or asset, separate facts from assumptions, and turn the highest-priority issues into tests with baselines, metrics, and stop conditions.

Prompt text

Act as a ecommerce inventory optimization analyst and audit the current [Page/Process/Data/Asset] related to the objective: balance stockouts, overstock, cash tied up, and service level. Materials: [SKU sales], [On-hand and in-transit inventory], [Lead time], [Margin and holding cost], [Shelf life and seasonality]. Classify findings as Blocking, Major, Moderate, or Optimization, and quote the evidence that triggers each finding. Provide: (1) an issue list; (2) ABC-XYZ classification, Reorder point, Safety stock, Slow-mover action, Exception list; (3) at least four improvements or experiments prioritized by impact versus effort; (4) for each experiment, the hypothesis, change, primary metric, guardrail metrics, observation period, and stopping rule; and (5) required human approvals before publishing or execution. Special requirement: Specify units, service level, and stockout cost. Calculations must be reproducible and data gaps must be explicit.