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| Criterion |  Knowledge Modeling Knowledge Mapping |  Knowledge Modeling Property Graph Schema Design |  Decision Making Red Teaming |  Knowledge Modeling Competency Questions |
|---|---|---|---|---|
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. | Property Graph Schema Design turns business and technical requirements into a robust graph schema. It fits when query patterns, constraints, and migrations need to be thought about together. | 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. | Competency Questions translate a domain model into concrete questions that it must be able to answer. The method keeps the model's scope clean and prevents pretty but useless structures. |
Complexitydifferent | Medium | Medium | High | Medium |
Timedifferent | 1-3 h | 4-8 h initial, dann iterativ | 1-4 h | 2-4 h |
Participantsdifferent | 3-12 | 1-6 | 3-8 | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop | Workshop + async |
Outputdifferent | Knowledge Map, Critical Knowledge Areas, Transfer Plan | Schema Diagram, Node and Relationship Catalog, Index Plan, Migration Scripts, Sample Queries | Challenge Findings, Risk Register, Mitigation Plan | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix |
Tagsno overlap | KnowledgeMappingRisk | Knowledge graphModelingSemantic | RiskDecisionSensemaking | OntologyKnowledge graphScopeRequirementsSemantic |