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| Criterion |  Operations Visual Management |  Growth A/B Testing |  Operations After-Action Review |  Product Discovery Learning Card |
|---|---|---|---|---|
Purposedifferent | With high tempo and many parallel topics, the method makes status, deviations, and priorities visible at a glance. It reduces search effort and prevents what matters from getting lost in daily work. | 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. | After missions or project phases with unclear outcomes, the method makes visible what actually happened and what can be learned from it. It separates course, effect, and causes so experience turns into solid improvement. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. |
Complexitydifferent | Low | High | Low | Low |
Timedifferent | Ongoing | 1-4 Wochen | 20-45 min | 25-40 min |
Participantsdifferent | 1-20 | 1-6 | 3-12 | 1-5 |
Formatdifferent | Workshop + async | Async | Workshop + async | Workshop + async |
Outputdifferent | Visual Board, Status Indicators, Exception Cues | Experiment results, Decision log, Learning summary | Lessons learned, Action items, Event summary | Learning Card with evidence and next action |
Tagsno overlap | SignalsOperationsVisual management | ExperimentsGrowthAnalyticsValidation | LearningOperationsImprovement | ExperimentsValidationDiscoveryLearning |