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| Criterion |  Engineering Failure Scenario Analysis |  Product Strategy GIST Planning |  Growth A/B Testing |  Decision Making Pre-Mortem |
|---|---|---|---|---|
Purposedifferent | 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. | GIST Planning helps clarify target groups, value, goals, and priorities. It links customer value, product logic, and decision priorities, and captures the result as goals, an idea bank, and a step-project list. | 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 | Medium | Medium | High | Low |
Timedifferent | 1-3 h | Wochen bis Monate je Goal | 1-4 Wochen | 20–45 min |
Participantsdifferent | 3-8 | 3-10 | 1-6 | Small cross-functional group |
Formatdifferent | Workshop | Workshop + async | Async | Workshop |
Outputdifferent | Failure Scenarios, Risk Notes, Control Gaps, Test and Response Actions | Goals, Idea bank, Step-project list, Tasks, Learning reports | Experiment results, Decision log, Learning summary | Risk list, Mitigation plan, Assumption log |
Tagsno overlap | FailureResilienceRisk | RoadmapOutcomesPlanningExperiments | ExperimentsGrowthAnalyticsValidation | RiskDecisionFailurePlanning |