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| Criterion |  Innovation Design Sprint |  Operations 8D Problem Solving |  Growth A/B Testing |  Operations 5 Whys |
|---|---|---|---|---|
Purposedifferent | When the product question is unclear and time pressure is high, the method takes a team from an open idea to a testable solution. It connects problem understanding, decision, and learning in one compact format, lowering the risk of spending a lot of energy on a mere guess. | For an acute quality or delivery problem, the method structures immediate protection and root cause work together. It keeps the situation stable while the actual cause is investigated cleanly. | 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. | For a single, hard-to-explain deviation, the method exposes the causal chain behind the visible symptom. It keeps the cause open until a controllable condition emerges instead of a mere description. |
Complexitydifferent | High | High | High | Low |
Timedifferent | 4-5 Tage | 1-6 Wochen | 1-4 Wochen | 15-30 min |
Participantsdifferent | 5-8 | 4-10 | 1-6 | 2-6 |
Formatdifferent | Workshop | Workshop + async | Async | Workshop |
Outputdifferent | Prototype, Test Findings, Decision Rationale | 8D Report, Containment Plan, Root Cause Evidence, Corrective Action Plan | Experiment results, Decision log, Learning summary | Root cause notes, Countermeasures |
Tagsno overlap | Design sprintPrototypeValidationInnovation | QualityProblem solvingRoot cause | ExperimentsGrowthAnalyticsValidation | Root causeIncidentLeanProblem solving |