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Criterion
A hypothetical failure makes concrete risks, signals, and fitting mitigations visible.
Decision Making
Pre-Mortem
Anonymous individual judgments pass through feedback loops to form a distribution.
Decision Making
Delphi Method
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Paper illustration of an assumption matrix with prioritized test cards
Decision Making
Assumption Surfacing
Purposedifferent
In early initiatives with many uncertainties, planning quickly turns too optimistic. A pre-mortem makes the expected failure visible in advance and sharpens the view of causes, gaps, and countermeasures.When knowledge is distributed and direct dominance should be avoided, groups quickly fall under the sway of their opinion leaders. The Delphi Method gathers assessments iteratively and gradually brings expert judgments closer together.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.Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it.
Complexitydifferent
LowHighHighLow
Timedifferent
20–45 min1-4 Wochen1-4 Wochen45-90 min
Participantsdifferent
Small cross-functional group6-30 Experten1-62-8
Formatdifferent
WorkshopAsyncAsyncWorkshop + async
Outputdifferent
Risk list, Mitigation plan, Assumption logExpert Forecast, Consensus Range, Assumption NotesExperiment results, Decision log, Learning summaryAssumption List, Critical Assumptions, Learning Plan
Tagsno overlap
RiskDecisionFailurePlanning
ForecastingExpertsDecisionStrategy
ExperimentsGrowthAnalyticsValidation
AssumptionsRiskDecisionDiscovery
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