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Criterion
Paper illustration for DACI
Decision Making
DACI
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
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 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.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
LowHighMedium
Timedifferent
30-60 min1-4 Wochen45-90 min
Participantsdifferent
2-101-63-12
Formatdifferent
Workshop + asyncAsyncWorkshop + async
Outputdifferent
DACI Matrix, Decision Owner, Decision LogExperiment results, Decision log, Learning summaryRAPID Role Map, Recommendation, Decision Log
Tagsno overlap
DecisionRolesGovernanceAlignment
ExperimentsGrowthAnalyticsValidation
DecisionRolesGovernance
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Methods with strong topical overlap with the current selection, not yet in the comparison.

Paper illustration of Decision Rights Mapping with its method-specific working model.
Decision Making
Decision Rights Mapping
Paper illustration for Smoke Test.
Product Discovery
Smoke Test
Paper illustration of a calm four-quadrant Assumption Map with hypothesis cards and emphasis on important assumptions with little evidence.
Product Discovery
Assumption Mapping
Paper illustration of Experiment Canvas with a method-specific labelled workspace.
Product Discovery
Experiment Canvas