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| Criterion |  Engineering Hypothesis-Driven Troubleshooting |  Growth Flywheel |  Engineering Fault Isolation |  Growth Funnel Analysis |
|---|---|---|---|---|
Purposedifferent | When systems fail unexpectedly, spontaneous attempts often produce more noise than insight. Hypothesis-driven Troubleshooting translates symptoms into testable assumptions and makes troubleshooting learnable. | Growth often breaks down where a reinforcing mechanism builds up too much friction. A Flywheel shows the cycle of value, repetition, and reinforcement meant to sustain growth. | In technical failures, the visible symptom often gets mixed up with the actual cause. Fault Isolation narrows the fault space and progressively reduces which part of the system is truly affected. | When many visitors or users drop off along the way, the reason behind the number often stays hidden. Funnel Analysis exposes these transitions and makes visible exactly where the path collapses. |
Complexitysame | Medium | Medium | Medium | Medium |
Timedifferent | 30-240 min | 60-120 min | 30-180 min | 1-3 h |
Participantsdifferent | 1-6 | 3-8 | 1-6 | 1-5 |
Formatdifferent | Workshop + async | Workshop | Workshop + async | Async |
Outputdifferent | Hypothesis Log, Test Plan, Evidence Notes, Diagnosis Summary | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog | Fault Isolation Map, Test Log, Excluded Hypotheses, Narrowed Fault Area | Funnel report, Drop-off analysis, Optimization hypotheses |
Tagsno overlap | TroubleshootingProblem solvingDiagnosis | GrowthRetentionConversion | TroubleshootingDiagnosisEngineering | AnalyticsConversionGrowth |