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| Criterion |  Product Discovery Assumption Mapping |  Systems Thinking Evaporating Cloud |  Innovation Design Thinking |  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. | The method makes visible why two seemingly incompatible demands arise and which assumption must be tested to resolve the conflict. | For complex user problems with an uncertain cause, the method connects observation, interpretation, and experiment into a learning cycle. It keeps the focus on real needs and avoids premature solution language. This produces robust decisions for product and service. | 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 | High | High |
Timedifferent | 45-60 min | 60-120 min | 1 Tag bis mehrere Wochen | 1-4 Wochen |
Participantsdifferent | 2-8 | 2-8 | 4-10 | 1-6 |
Formatdifferent | Workshop + async | Workshop | Workshop | Async |
Outputdifferent | Assumption map, Test backlog, Risk ranking | Conflict Cloud, Assumption List, Breakthrough Ideas, Next Experiments | Problem Statement, Prototype, Test Learnings | Experiment results, Decision log, Learning summary |
Tagsno overlap | AssumptionsRiskExperimentsValidation | Theory of ConstraintsAssumptionsSystems thinking | InnovationPrototypeResearch | ExperimentsGrowthAnalyticsValidation |