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| Criterion |  Engineering Hypothesis-Driven Troubleshooting |  Decision Making Cynefin Workshop |  Decision Making DACI |  Decision Making Argument Mapping |
|---|---|---|---|---|
Purposedifferent | When systems fail unexpectedly, spontaneous attempts often produce more noise than insight. Hypothesis-driven Troubleshooting translates symptoms into testable assumptions and makes troubleshooting learnable. | 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. | In cross-functional decisions, responsibilities quickly blur between approval, influence, and execution. DACI arranges these roles so decision pressure, contribution, and information stay cleanly separated. | When statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. |
Complexitydifferent | Medium | Medium | Low | Medium |
Timedifferent | 30-240 min | 60-180 min | 30-60 min | 1-3 h |
Participantsdifferent | 1-6 | 4-20 | 2-10 | 1-8 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Hypothesis Log, Test Plan, Evidence Notes, Diagnosis Summary | Cynefin Map, Domain-specific Actions, Sensemaking Notes | DACI Matrix, Decision Owner, Decision Log | Argument Map, Evidence Gaps, Decision Rationale |
Tagsno overlap | TroubleshootingProblem solvingDiagnosis | ComplexitySensemakingDecision | DecisionRolesGovernanceAlignment | SensemakingDecisionRationale |