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Criterion
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Paper board with the four ROAM fields Resolved, Owned, Accepted, and Mitigated.
Agile
ROAM Board
Paper illustration of Decision Rights Mapping with its method-specific working model.
Decision Making
Decision Rights Mapping
Purposedifferent
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.When work needs to move between different states or columns, it makes that movement and its handoffs legible. It sorts work by value, risk, and delivery ability. The result is captured as a ROAM Board and an Owner List.In organizations with many stakeholders, it often blurs who actually decides and who is merely consulted. It separates options, evaluation criteria, and open risks. The result is captured as a Decision Rights matrix and an agreement.
Complexitydifferent
HighLowMedium
Timedifferent
1-4 Wochen20-40 min initial, dann laufend90-180 min
Participantsdifferent
1-63-154-12
Formatdifferent
AsyncWorkshop + asyncWorkshop
Outputdifferent
Experiment results, Decision log, Learning summaryROAM Board, Owner ListDecision Rights Matrix, Agreement
Tagsno overlap
ExperimentsGrowthAnalyticsValidation
RiskAgileTrackingAlignment
DecisionGovernanceAlignmentResponsibility
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Methods with strong topical overlap with the current selection, not yet in the comparison.

Paper illustration of a calm four-quadrant Assumption Map with hypothesis cards and emphasis on important assumptions with little evidence.
Product Discovery
Assumption Mapping
Paper illustration for Smoke Test.
Product Discovery
Smoke Test