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| Criterion |  Knowledge Modeling Concept Mapping |  Decision Making DACI |  Product Strategy Counter Metrics |  Decision Making RAPID |
|---|---|---|---|---|
Purposedifferent | Concept Mapping arranges terms and relationships in a network that makes subject-matter connections tangible. It fits when a topic needs to be understood structurally rather than linearly. | 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 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. | In complex management decisions, clarity is often missing about who recommends, who agrees, and who makes the decision. RAPID creates this assignment and stabilizes decisions across several levels. |
Complexitydifferent | Medium | Low | Low | Medium |
Timedifferent | 1-2 h | 30-60 min | 30-60 min | 45-90 min |
Participantsdifferent | 1-8 | 2-10 | 2-6 | 3-12 |
Formatsame | Workshop + async | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Concept Map, Relationship Labels, Knowledge Gaps | DACI Matrix, Decision Owner, Decision Log | Counter Metric List, Guardrail Definitions | RAPID Role Map, Recommendation, Decision Log |
Tagsno overlap | KnowledgeConceptsMappingSensemaking | DecisionRolesGovernanceAlignment | MetricsMeasurementStrategyExperiments | DecisionRolesGovernance |