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| Criterion |  Decision Making Pre-Mortem |  Operations Learning Review |  Decision Making Assumption Surfacing |  Operations ALPEN Method |
|---|---|---|---|---|
Purposedifferent | 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. | After a project phase with mixed results, the method makes learning from the individual case reusable. It connects events, decisions, and systemic conditions into robust insights. | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. | 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. |
Complexitydifferent | Low | Medium | Low | Low |
Timedifferent | 20–45 min | 1-3 h | 45-90 min | 10-20 min daily |
Participantsdifferent | Small cross-functional group | 3-10 | 2-8 | 1 |
Formatdifferent | Workshop | Workshop | Workshop + async | Async |
Outputdifferent | Risk list, Mitigation plan, Assumption log | Learning Review Notes, System Factors, Improvement Actions | Assumption List, Critical Assumptions, Learning Plan | Daily Plan, Time Estimates, Review Notes |
Tagsno overlap | RiskDecisionFailurePlanning | LearningRetrospectiveIncidentOperations | AssumptionsRiskDecisionDiscovery | PlanningTime managementProductivityOperations |