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Criterion
Paper illustration for DACI
Decision Making
DACI
Paper illustration for Fake Door Test
Product Discovery
Fake Door Test
Paper illustration of a Learning Card with four fields for hypothesis, observation, insight, and action.
Product Discovery
Learning Card
Paper illustration for RAPID
Decision Making
RAPID
Purposedifferent
In cross-functional decisions, responsibilities quickly blur between approval, influence, and execution. DACI arranges these roles so decision pressure, contribution, and information stay cleanly separated.When demand is still unclear, it measures interest in a feature before it is built. It separates real behavior from polite agreement and deliberately keeps build effort small.The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible.In complex management decisions, clarity is often missing about who recommends, who agrees, and who makes the decision. RAPID creates this assignment and stabilizes decisions across several levels.
Complexitydifferent
LowMediumLowMedium
Timedifferent
30-60 min1-5 Tage25-40 min45-90 min
Participantsdifferent
2-10Nutzertraffic1-53-12
Formatdifferent
Workshop + asyncAsyncWorkshop + asyncWorkshop + async
Outputdifferent
DACI Matrix, Decision Owner, Decision LogClick Data, Interest Signal, Learning DecisionLearning Card with evidence and next actionRAPID Role Map, Recommendation, Decision Log
Tagsno overlap
DecisionRolesGovernanceAlignment
ValidationExperimentsDemandDiscovery
ExperimentsValidationDiscoveryLearning
DecisionRolesGovernance
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