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| Criterion |  Decision Making Assumption Surfacing |  Knowledge Modeling Concept Mapping |  Architecture ATAM (Architecture Tradeoff Analysis Method) |  Decision Making Red Teaming |
|---|---|---|---|---|
Purposedifferent | Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it. | 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. | ATAM helps teams weigh architecture decisions when quality goals compete. The team considers business goals, stakeholder expectations, and technical decisions together. The evaluation shows which risks need further investigation. | 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 | Low | Medium | High | High |
Timedifferent | 45-90 min | 1-2 h | Several meetings plus preparation and analysis; total effort depends on scope | 1-4 h |
Participantsdifferent | 2-8 | 1-8 | Evaluation team, architects, and relevant stakeholders | 3-8 |
Formatdifferent | Workshop + async | Workshop + async | Workshop + async | Workshop |
Outputdifferent | Assumption List, Critical Assumptions, Learning Plan | Concept Map, Relationship Labels, Knowledge Gaps | Prioritized quality scenarios in a utility tree, Architecture risks with reasoning and assumptions, Sensitivity and trade-off points, Findings report with open investigations | Challenge Findings, Risk Register, Mitigation Plan |
Tagsno overlap | AssumptionsRiskDecisionDiscovery | KnowledgeConceptsMappingSensemaking | ArchitectureQualityRiskTradeoffsStakeholders | RiskDecisionSensemaking |