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Selected:ABC Analysis ARID (Active Reviews for Intermediate Designs)Assumption Mapping Assumption Surfacing

Criterion	Operations ABC Analysis	Architecture ARID (Active Reviews for Intermediate Designs)	Product Discovery Assumption Mapping	Decision Making Assumption Surfacing
Purposedifferent	With many similar objects of differing economic significance, the method prioritizes effort by effect. It separates what needs regular steering from what rarely needs attention.	ARID examines how well developers can work with a technical design. It focuses on a part of the system that can still be revised, between the architecture overview and the detailed specification.	When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first.	Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it.
Complexitydifferent	Low	Medium	Medium	Low
Timedifferent	30-60 min	2–4 h review as a planning range; preparation and evaluation additional	45-60 min	45-90 min
Participantsdifferent	1-5	Designers, developers as users, and facilitation	2-8	2-8
Formatdifferent	Async	Workshop + async	Workshop + async	Workshop + async
Outputdifferent	ABC Classification, Focus Rules, Control List	Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions	Assumption map, Test backlog, Risk ranking	Assumption List, Critical Assumptions, Learning Plan
Tagsno overlap	PrioritizationOperationsPortfolio	ArchitectureEngineeringFeedbackValidationTasks	AssumptionsRiskExperimentsValidation	AssumptionsRiskDecisionDiscovery

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