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| Criterion |  Engineering Failure Scenario Analysis |  Growth Flywheel |  Growth North Star Metric |  Growth Funnel Analysis |
|---|---|---|---|---|
Purposedifferent | In critical processes, it is not enough to plan only for the normal case. Failure Scenario Analysis looks at the path into failure and shows which failures, chains, and control gaps cause the most damage. | 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. | When product teams track many metrics, the view of the actual customer outcome easily gets lost. A North Star Metric bundles growth, usage, and value contribution into one signal that makes the system's direction visible. | 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 | 1-3 h | 60-120 min | 1-2 h | 1-3 h |
Participantsdifferent | 3-8 | 3-8 | 3-8 | 1-5 |
Formatdifferent | Workshop | Workshop | Workshop + async | Async |
Outputdifferent | Failure Scenarios, Risk Notes, Control Gaps, Test and Response Actions | Flywheel Map, Friction Points, Growth Levers, Experiment Backlog | North Star metric, Input metric tree, Measurement cadence | Funnel report, Drop-off analysis, Optimization hypotheses |
Tagsno overlap | FailureResilienceRisk | GrowthRetentionConversion | GrowthMetricsAlignmentRetention | AnalyticsConversionGrowth |