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| Criterion |  Decision Making DACI |  Growth A/B Testing |  Product Discovery Test Card |  Decision Making Decision Rights Mapping |
|---|---|---|---|---|
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. | The Test Card turns a critical assumption into a testable claim and specifies in advance which result counts as success. | In organizations with many stakeholders, it often blurs who actually decides and who is merely consulted. It separates options, evaluation criteria, and open risks. The result is captured as a Decision Rights matrix and an agreement. |
Complexitydifferent | Low | High | Low | Medium |
Timedifferent | 30-60 min | 1-4 Wochen | 20-35 min | 90-180 min |
Participantsdifferent | 2-10 | 1-6 | 1-5 | 4-12 |
Formatdifferent | Workshop + async | Async | Workshop + async | Workshop |
Outputdifferent | DACI Matrix, Decision Owner, Decision Log | Experiment results, Decision log, Learning summary | Test Card with a pre-set threshold | Decision Rights Matrix, Agreement |
Tagsno overlap | DecisionRolesGovernanceAlignment | ExperimentsGrowthAnalyticsValidation | ExperimentsValidationDiscoveryHypothesis | DecisionGovernanceAlignmentResponsibility |