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| Criterion |  Innovation Lean Startup |  Decision Making Risk Matrix |  Growth A/B Testing |
|---|---|---|---|
Purposedifferent | For uncertain business assumptions, the method forces the idea into contact with real market reactions early. It separates wishful picture, assumption, and observable behavior, so that learning becomes faster than planning. This translates uncertainty into measurable insight. | When a project faces many possible disruptions, it quickly becomes unclear which risks deserve attention first. It separates options, evaluation criteria, and open risks. The result is captured as a Risk Matrix and a Top Risk List. | 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 | Low | High |
Timedifferent | Wochen bis Monate je Lernzyklus | 30-60 min | 1-4 Wochen |
Participantsdifferent | 2-8 | 3-10 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Async |
Outputdifferent | Hypothesis list, MVPs, Learning reports, Pivot or persevere decision | Risk Matrix, Top Risk List | Experiment results, Decision log, Learning summary |
Tagsno overlap | LeanStartupValidationMVP | RiskDecisionPrioritizationAssessment | ExperimentsGrowthAnalyticsValidation |
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