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| Criterion |  Product Discovery User Story Mapping |  Engineering Failure Scenario Analysis |  Decision Making Pre-Mortem |  Decision Making Red Teaming |
|---|---|---|---|---|
Purposedifferent | When user goals and delivery scope could drift apart, it orders the journey from goal to slice. It makes visible where an MVP can genuinely be cut. | 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. | 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. | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. |
Complexitydifferent | Medium | Medium | Low | High |
Timedifferent | 2-4 h | 1-3 h | 20–45 min | 1-4 h |
Participantsdifferent | 4-10 | 3-8 | Small cross-functional group | 3-8 |
Formatsame | Workshop | Workshop | Workshop | Workshop |
Outputdifferent | Story Map, Release Slices, Backlog Candidates | Failure Scenarios, Risk Notes, Control Gaps, Test and Response Actions | Risk list, Mitigation plan, Assumption log | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | BacklogJourneyPlanningMVP | FailureResilienceRisk | RiskDecisionFailurePlanning | RiskDecisionSensemaking |