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| Criterion |  Decision Making Red Teaming |  Agile Example Mapping |  Product Discovery Assumption Mapping |  Agile Acceptance Criteria Workshop |
|---|---|---|---|---|
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. | When a story carries business rules and exceptions, it brings clarity before implementation. It makes examples, open questions, and boundaries visible enough that the logic becomes jointly sound. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. | When a story needs clear checkpoints before implementation, it sharpens expectation and scope together. It sorts work by value, risk, and delivery ability. The result is captured as Acceptance Criteria and a Story Update. |
Complexitydifferent | High | Low | Medium | Low |
Timedifferent | 1-4 h | 30-60 min | 45-60 min | 20-40 min pro Story |
Participantsdifferent | 3-8 | 3-7 | 2-8 | 3-6 |
Formatdifferent | Workshop | Workshop | Workshop + async | Workshop |
Outputdifferent | Challenge Findings, Risk Register, Mitigation Plan | Example Map, Acceptance Criteria, Open Questions | Assumption map, Test backlog, Risk ranking | Acceptance Criteria, Story Update |
Tagsno overlap | RiskDecisionSensemaking | Behavior-Driven DevelopmentRequirementsExamplesRefinement | AssumptionsRiskExperimentsValidation | AgileRequirementsRefinementBehavior-Driven Development |