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Selected:Ansoff MatrixARID (Active Reviews for Intermediate Designs)Business Model Stress TestA/B Testing
| Criterion |  Business Strategy Ansoff Matrix |  Architecture ARID (Active Reviews for Intermediate Designs) |  Business Strategy Business Model Stress Test |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | The Ansoff Matrix organizes growth options by market and product relation. It helps weigh expansion, diversification, and adaptation cleanly against each other. | ARID examines how well developers can work with a technical design. It focuses on a part of the system that can still be revised, between the architecture overview and the detailed specification. | A Business Model Stress Test checks how well a business model holds up under pressure and headwinds. It compares strengths, risks, market logic, and courses of action. The result is captured as a stress-test report and action plan per scenario. | When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects. |
Complexitydifferent | Low | Medium | High | High |
Timedifferent | 45-90 min | 2–4 h review as a planning range; preparation and evaluation additional | Half day | 1-4 Wochen |
Participantsdifferent | 2-8 | Designers, developers as users, and facilitation | 3-8 | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Workshop | Async |
Outputdifferent | Ansoff Matrix, Growth Options, Risk Notes | Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions | Stress Test Report, Action Plan per Scenario | Experiment results, Decision log, Learning summary |
Tagsno overlap | GrowthStrategyMarketPortfolio | ArchitectureEngineeringFeedbackValidationTasks | StrategyBusiness modelRiskDiagnosis | ExperimentsGrowthAnalyticsValidation |