Separate sprint-room inputs into facts, assumptions, solution ideas, and decisions.
Sort each sprint-room input by the role it should play before sketching. Fact Assumption Solution idea Decision Four of seven interviewed admins exported billing data before approving changes. Admins will trust automation if the prototype shows a confidence score. Show a side panel with source evidence and audit history. The decider chose billing approval as the sprint target. Finance leaders must understand policy exceptions before enabling auto-approval. The current onboarding flow drops 38 percent of admins before billing setup. Prototype only the approval path and fake settings as a realism cue. Add a compare view that explains manual review versus…
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