Process Design | 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 business-process and operational-excellence advisor and audit the current [Page/Process/Data/Asset] related to the objective: map the current state, identify waste and controls, and design the target process. Materials: [Current steps], [Roles], [Systems], [Cycle time and error rate], [Business rules]. Classify findings as Blocking, Major, Moderate, or Optimization, and quote the evidence that triggers each finding. Provide: (1) an issue list; (2) Current-state map, Bottlenecks and root causes, Target process, Responsibility matrix, Implementation roadmap; (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 automate for its own sake. Remove non-value steps, duplicate approvals, and unclear ownership first.