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| Criterion |  Decision Making Red Teaming |  Knowledge Modeling Ontology Design Patterns |  Decision Making Argument Mapping |  Knowledge Modeling Competency Questions |
|---|---|---|---|---|
Purposedifferent | 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. | Ontology Design Patterns provide reusable building blocks for recurring modeling problems. The method brings structure to the search for clean concepts, relationships, and roles. | 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. | 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 | High | Medium | Medium | Medium |
Timedifferent | 1-4 h | 1-3 h pro Pattern | 1-3 h | 2-4 h |
Participantsdifferent | 3-8 | 1-6 | 1-8 | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Challenge Findings, Risk Register, Mitigation Plan | Selected Patterns, Adapted Schema Fragments, Pattern Documentation | Argument Map, Evidence Gaps, Decision Rationale | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix |
Tagsno overlap | RiskDecisionSensemaking | OntologyPatternsReuseSemanticModeling | SensemakingDecisionRationale | OntologyKnowledge graphScopeRequirementsSemantic |