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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
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.
Complexitydifferent
LowHigh
Timedifferent
30-60 min1-4 Wochen
Participantsdifferent
2-101-6
Formatdifferent
Workshop + asyncAsync
Outputdifferent
DACI Matrix, Decision Owner, Decision LogExperiment results, Decision log, Learning summary
Tagsno overlap
DecisionRolesGovernanceAlignment
ExperimentsGrowthAnalyticsValidation
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Often compared together

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 RAPID
Decision Making
RAPID
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