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Selected:Cynefin WorkshopSAAM (Software Architecture Analysis Method)Argument MappingChange Analysis
| Criterion |  Decision Making Cynefin Workshop |  Architecture SAAM (Software Architecture Analysis Method) |  Decision Making Argument Mapping |  Operations Change Analysis |
|---|---|---|---|---|
Purposedifferent | 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. | SAAM helps teams judge an architecture’s suitability for selected tasks and changes. It is particularly useful for examining modifiability and comparing architecture alternatives with clear reasoning. | 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. | For a deviation after a change, the method isolates the influence of the altered condition. It narrows down which differences are relevant and which are just accompanying noise. |
Complexitydifferent | Medium | High | Medium | Medium |
Timedifferent | 60-180 min | Preparation, scenario analysis, and findings review; effort depends on scope | 1-3 h | 45-120 min |
Participantsdifferent | 4-20 | Architecture experts and stakeholders for scenarios and weighting | 1-8 | 2-6 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Domain functions mapped to components and connections, Quality attributes and evaluation criteria, Typical tasks and their effects on the architecture, Reasoned evaluation or comparison of alternatives | Argument Map, Evidence Gaps, Decision Rationale | Change Matrix, Cause Hypotheses, Validation Questions, Action List |
Tagsno overlap | ComplexitySensemakingDecision | ArchitectureChangeAnalysisComparisonQuality | SensemakingDecisionRationale | ChangeRoot causeTroubleshootingComparison |