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| Criterion |  Growth A/B Testing |  Operations PDCA Cycle |  Architecture Risk Storming |
|---|---|---|---|
Purposedifferent | 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. | For an improvement that still has to prove itself in everyday work, the method runs it through small learning loops. It connects planning, checking, and standardization into a repeatable learning mode. | Helps clarify architecture context, options, and consequences in concrete terms. It organizes technical context, alternatives, and consequences. The result is captured as an Annotated Diagram, a Prioritized Risk List, and an Action Backlog. |
Complexitydifferent | High | Low | Low |
Timedifferent | 1-4 Wochen | 1 h bis mehrere Wochen | 60-90 min |
Participantsdifferent | 1-6 | 1-8 | 4-12 |
Formatdifferent | Async | Workshop + async | Workshop |
Outputdifferent | Experiment results, Decision log, Learning summary | PDCA Log, Experiment Plan, Learning Outcome, Standard Change | Annotated Diagram, Prioritized Risk List, Action Backlog |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | Continuous improvementLeanExperiments | RiskArchitectureWorkshopValidation |
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