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Frame a messy supply-chain pain point as a specific, owned decision; determine whether AI is appropriate; and select a bounded delegation model and use case. Use when leaders, planners, consultants, or transformation teams need to scope an AI-agent opportunity, compare candidate use cases, define human approval boundaries, or decide that process, data, or governance must be fixed before AI.