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Criterion
Paper illustration for RAPID
Decision Making
RAPID
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Paper illustration of a Test Card with four fields for hypothesis, test, metric, and success threshold.
Product Discovery
Test Card
Paper illustration for DACI
Decision Making
DACI
Purposedifferent
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.When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects.The Test Card turns a critical assumption into a testable claim and specifies in advance which result counts as success.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.
Complexitydifferent
MediumHighLowLow
Timedifferent
45-90 min1-4 Wochen20-35 min30-60 min
Participantsdifferent
3-121-61-52-10
Formatdifferent
Workshop + asyncAsyncWorkshop + asyncWorkshop + async
Outputdifferent
RAPID Role Map, Recommendation, Decision LogExperiment results, Decision log, Learning summaryTest Card with a pre-set thresholdDACI Matrix, Decision Owner, Decision Log
Tagsno overlap
DecisionRolesGovernance
ExperimentsGrowthAnalyticsValidation
ExperimentsValidationDiscoveryHypothesis
DecisionRolesGovernanceAlignment
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