Analysis Scoping Template: Hypothesis-First

Scope analyses hypothesis-first and kill bad requests before data work begins. Most analytics requests arrive as vague questions that become expensive data pulls answering the wrong question. This template structures the scoping conversation that should happen first: what's the decision, what would change the answer, and what's the minimum analysis that would be conclusive? Built for data analysts and analytics leads at companies where analysis requests outpace capacity.