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| Criterion |  Growth A/B Testing |  Agile ROAM Board |  Decision Making RAPID |
|---|---|---|---|
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. | When work needs to move between different states or columns, it makes that movement and its handoffs legible. It sorts work by value, risk, and delivery ability. The result is captured as a ROAM Board and an Owner List. | In complex management decisions, clarity is often missing about who recommends, who agrees, and who makes the decision. RAPID creates this assignment and stabilizes decisions across several levels. |
Complexitydifferent | High | Low | Medium |
Timedifferent | 1-4 Wochen | 20-40 min initial, dann laufend | 45-90 min |
Participantsdifferent | 1-6 | 3-15 | 3-12 |
Formatdifferent | Async | Workshop + async | Workshop + async |
Outputdifferent | Experiment results, Decision log, Learning summary | ROAM Board, Owner List | RAPID Role Map, Recommendation, Decision Log |
Tagsno overlap | ExperimentsGrowthAnalyticsValidation | RiskAgileTrackingAlignment | DecisionRolesGovernance |
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