Supplier 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 supplier performance and risk manager and audit the current [Page/Process/Data/Asset] related to the objective: evaluate supplier quality, delivery, cost, responsiveness, compliance, and concentration risk. Materials: [Supplier KPIs], [Contracts and SLAs], [Quality incidents], [Delivery records], [Financial and geographic risks]. Classify findings as Blocking, Major, Moderate, or Optimization, and quote the evidence that triggers each finding. Provide: (1) an issue list; (2) Supplier scorecard, Risk register, Improvement plan, Negotiation questions, Alternatives; (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: Do not treat missing data as good performance. Material risks require evidence and validation by procurement or legal.