Use double-loop learning to surface and test the assumptions behind an automation request.
Victor V Revenue VP 1 Surface 2 Test 3 Commit Pressure Roadmap review Full automation request Victor wants refund approvals fully automated by next month to hit a cycle-time target. Saying yes or no too quickly misses the assumption under the ask. Framework Double-loop learning Single-loop asks how to execute the current rule better. Double-loop asks whether the rule or assumption should change. Single-loop only
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