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| Criterion |  Operations ALPEN Method |  Engineering Failure Scenario Analysis |  Growth A/B Testing |  Decision Making Pre-Mortem |
|---|---|---|---|---|
Purposedifferent | With an overloaded day full of too many tasks, a realistic picture of the day emerges. The method connects estimating, deciding, and buffer thinking so planning fits available energy and time. | In critical processes, it is not enough to plan only for the normal case. Failure Scenario Analysis looks at the path into failure and shows which failures, chains, and control gaps cause the most damage. | 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. | In early initiatives with many uncertainties, planning quickly turns too optimistic. A pre-mortem makes the expected failure visible in advance and sharpens the view of causes, gaps, and countermeasures. |
Complexitydifferent | Low | Medium | High | Low |
Timedifferent | 10-20 min daily | 1-3 h | 1-4 Wochen | 20–45 min |
Participantsdifferent | 1 | 3-8 | 1-6 | Small cross-functional group |
Formatdifferent | Async | Workshop | Async | Workshop |
Outputdifferent | Daily Plan, Time Estimates, Review Notes | Failure Scenarios, Risk Notes, Control Gaps, Test and Response Actions | Experiment results, Decision log, Learning summary | Risk list, Mitigation plan, Assumption log |
Tagsno overlap | PlanningTime managementProductivityOperations | FailureResilienceRisk | ExperimentsGrowthAnalyticsValidation | RiskDecisionFailurePlanning |