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| Criterion |  Growth Growth Experiment |  Architecture ATAM (Architecture Tradeoff Analysis Method) |  Delivery RAID Log |  Growth A/B Testing |
|---|---|---|---|---|
Purposedifferent | When growth ideas surface quickly, the temptation to build immediately instead of learning is high. A Growth Experiment frames an assumption so target group, lever, and measurement are clear before the first deployment. | ATAM helps teams weigh architecture decisions when quality goals compete. The team considers business goals, stakeholder expectations, and technical decisions together. The evaluation shows which risks need further investigation. | Helps clarify scope, sequence, and delivery flow in concrete terms. It makes work, boundaries, and order steerable. The result is captured as a RAID Log and a source for status reporting. | 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 | Medium | High | Low | High |
Timedifferent | 1-2 Wochen | Several meetings plus preparation and analysis; total effort depends on scope | 30 min Setup, dann laufend | 1-4 Wochen |
Participantsdifferent | 1-6 | Evaluation team, architects, and relevant stakeholders | 1-3 maintaining, briefing for everyone | 1-6 |
Formatdifferent | Workshop + async | Workshop + async | Async | Async |
Outputdifferent | Experiment card, Result summary, Next bet | Prioritized quality scenarios in a utility tree, Architecture risks with reasoning and assumptions, Sensitivity and trade-off points, Findings report with open investigations | RAID Log, Status Report Source | Experiment results, Decision log, Learning summary |
Tagsno overlap | MarketingGrowthExperimentsLearning | ArchitectureQualityRiskTradeoffsStakeholders | RiskTrackingStakeholdersGovernance | ExperimentsGrowthAnalyticsValidation |