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AUTOMATION-PROOF-SKILLS5 MIN READ

Walk the Ambiguous Request

Convert a vague request into a framed decision, evidence plan, and recommendation owner.

The request The COO wants a 30 percent onboarding-time cut and expects AI ideas by Thursday. A list of ideas is easy. A decision frame is valuable. Framing path Question -> evidence -> recommendation owner Use automation to gather inputs, but keep the frame and recommendation with a human. Idea dump Looks productive, rarely changes the decision. A recommendation leadership can challenge and use. Do not answer a vague request before framing the decision it hides. Question Step 1 You have 48 hours. The obvious move is to ask AI for ideas. What is the strongest first move? Evidence Step…

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