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| Criterion |  Operations After-Action Review |  Operations ALPEN Method |  Decision Making Cynefin Workshop |  Decision Making Constraint Analysis |
|---|---|---|---|---|
Purposedifferent | After missions or project phases with unclear outcomes, the method makes visible what actually happened and what can be learned from it. It separates course, effect, and causes so experience turns into solid improvement. | 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. | When problems are unclear, chaotic, or only seemingly familiar, standard recipes fall short. A Cynefin Workshop sorts situations by the nature of their problem and connects them with matching action logic. | When an initiative stalls, the limit often lies not in the idea but in hard or soft boundary conditions. Constraint Analysis separates these limits and shows which of them can actually be shaped. |
Complexitydifferent | Low | Low | Medium | Low |
Timedifferent | 20-45 min | 10-20 min daily | 60-180 min | 30-90 min |
Participantsdifferent | 3-12 | 1 | 4-20 | 2-8 |
Formatdifferent | Workshop + async | Async | Workshop | Workshop + async |
Outputdifferent | Lessons learned, Action items, Event summary | Daily Plan, Time Estimates, Review Notes | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Constraint List, Hard/Soft Classification, Option Impact Notes, Decision Boundaries |
Tagsno overlap | LearningOperationsImprovement | PlanningTime managementProductivityOperations | ComplexitySensemakingDecision | ConstraintsDecisionPlanningOptions |