Problem and Baseline Studio

Interview a stakeholder from an incomplete brief. Resolve actor, decision, horizon, capacity, harm, and fallback. Implement the current workflow, a rule baseline, and a statistical baseline. Midway, the stakeholder changes the success metric; preserve the original result and issue a versioned decision change.

Deliver a decision contract, runnable comparison, rejected-alternative note, and five-minute oral defense.