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| Criterion |  Decision Making Cynefin Workshop |  Product Strategy Counter Metrics |  Systems Thinking VUCA Scan |  Decision Making Argument Mapping |
|---|---|---|---|---|
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. | When a headline metric could mask side effects, it adds guardrail signals against unwanted outcomes. It connects customer value, product logic, and decision priorities. The result is captured as a counter-metric list and guardrail definitions. | The VUCA Scan helps read difficult situations more precisely. Instead of treating unclarity as generally complicated, the method separates fast change, missing knowledge, systemic entanglement, and ambiguous interpretation. | 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 | Low | Low | Medium |
Timedifferent | 60-180 min | 30-60 min | 30-90 min | 1-3 h |
Participantsdifferent | 4-20 | 2-6 | 1-10 | 1-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Cynefin Map, Domain-specific Actions, Sensemaking Notes | Counter Metric List, Guardrail Definitions | VUCA Map, Response Options, Signal and Learning Plan | Argument Map, Evidence Gaps, Decision Rationale |
Tagsno overlap | ComplexitySensemakingDecision | MetricsMeasurementStrategyExperiments | SensemakingUncertaintyComplexityStrategyForesight | SensemakingDecisionRationale |