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| Criterion |  Innovation Design Sprint |  Product Discovery Smoke Test |  Operations Root Cause Analysis |
|---|---|---|---|
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. | When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all. | When a problem keeps recurring and the cause stays unclear, the method exposes the underlying mechanism. It separates symptom, guess, and robust explanation from one another. |
Complexitydifferent | High | Low | Medium |
Timedifferent | 4-5 Tage | 1-5 Tage | 1-4 h |
Participantsdifferent | 5-8 | Nutzertraffic | 3-8 |
Formatdifferent | Workshop | Async | Workshop + async |
Outputdifferent | Prototype, Test Findings, Decision Rationale | Interest Metrics, Conversion Signal, Learning Note | Problem Statement, Cause Hypotheses, Confirmed Causes, Action Plan |
Tagsno overlap | Design sprintPrototypeValidationInnovation | ValidationExperimentsDemandGrowth | Root causeProblem solvingQualityIncident |
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