ai-initiative-deep-dive-and-scoping

Lead the late-stage validation and scoping pass for an AI initiative, including feasibility analysis, POC and MVP boundaries, production-readiness framing, proposal content, and decision-pack outputs. Use when a prioritised initiative is ready for structured challenge rather than early discovery or idea generation. Shorthand: ADS.