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| Criterion |  Product Discovery Assumption Mapping |  Decision Making PERT Estimation |  Knowledge Modeling Knowledge Mapping |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | On complex initiatives, a plain average tends to understate just how uncertain the outcome really is. It separates options, evaluation criteria, and open risks. The result is captured as a PERT Estimate, Expected Value, and Risk Notes. | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. | 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 | Medium | Medium | Medium | High |
Timedifferent | 45-60 min | 15-45 min | 1-3 h | 1-4 Wochen |
Participantsdifferent | 2-8 | 1-8 | 3-12 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Async |
Outputdifferent | Assumption map, Test backlog, Risk ranking | PERT Estimate, Expected Value, Risk Notes | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Experiment results, Decision log, Learning summary |
Tagsno overlap | AssumptionsRiskExperimentsValidation | EstimationUncertaintyRisk | KnowledgeMappingRisk | ExperimentsGrowthAnalyticsValidation |