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| Criterion |  Knowledge Modeling Knowledge Mapping |  Knowledge Modeling Concept Mapping |  Agile Specification by Example |  Decision Making Red Teaming |
|---|---|---|---|---|
Purposedifferent | Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable. | 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. | When business rules need to become precise, it ties language, example, and test together. It sorts work by value, risk, and delivery ability. The result is captured as an Example Table and Acceptance Tests. | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. |
Complexitydifferent | Medium | Medium | Medium | High |
Timedifferent | 1-3 h | 1-2 h | 60-90 min pro Feature | 1-4 h |
Participantsdifferent | 3-12 | 1-8 | 3-6 | 3-8 |
Formatdifferent | Workshop | Workshop + async | Workshop | Workshop |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Concept Map, Relationship Labels, Knowledge Gaps | Example Table, Acceptance Tests | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | KnowledgeMappingRisk | KnowledgeConceptsMappingSensemaking | AgileRequirementsExamplesBehavior-Driven Development | RiskDecisionSensemaking |