Human Approval and Exception Handling | Comparative Decision Prompt
Human Approval and Exception Handling | Comparative Decision Prompt is a reusable ecommerce AI prompt for Platform agnostic sellers. Use it to compare candidate…
What this prompt helps you do
Compare candidate options against one consistent decision framework. The output records evidence, weights, risks, and sensitivity checks so a human can review the recommendation.
Prompt text
You are an ecommerce AI governance and risk-control lead. Compare [Option A], [Option B], and [Option C] for the objective: place approvals, exception routing, and recovery around high-risk actions. Inputs: [Action inventory], [Amount and risk thresholds], [Approvers], [Timeout rules], [Audit requirements]. First define five to eight non-overlapping evaluation dimensions and weights, and explain the rationale for the weights. Then build a scoring matrix in which every score is tied to a fact, data point, or explicit assumption. Provide the best choice, conditions under which it is best, irreversible risks, the lowest-cost validation method, and Risk tiers, Approval matrix, Notification content, Timeout and rejection paths, Audit log. Do not invent missing information to force a conclusion. Special requirement: Refunds, payments, pricing, inventory, deletion, and outbound communications should require human approval unless explicit low-risk rules permit them.
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