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Criterion
Design Thinking as a learning loop: an observation notebook, a focused problem statement, different idea sketches, a cardboard prototype and user-test notes. Feedback leads to new understanding.
Innovation
Design Thinking
Paper illustration for RAPID
Decision Making
RAPID
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 DACI
Decision Making
DACI
Purposedifferent
For complex user problems with an uncertain cause, the method connects observation, interpretation, and experiment into a learning cycle. It keeps the focus on real needs and avoids premature solution language. This produces robust decisions for product and service.In complex management decisions, clarity is often missing about who recommends, who agrees, and who makes the decision. RAPID creates this assignment and stabilizes decisions across several levels.When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first.In cross-functional decisions, responsibilities quickly blur between approval, influence, and execution. DACI arranges these roles so decision pressure, contribution, and information stay cleanly separated.
Complexitydifferent
HighMediumMediumLow
Timedifferent
1 Tag bis mehrere Wochen45-90 min45-60 min30-60 min
Participantsdifferent
4-103-122-82-10
Formatdifferent
WorkshopWorkshop + asyncWorkshop + asyncWorkshop + async
Outputdifferent
Problem Statement, Prototype, Test LearningsRAPID Role Map, Recommendation, Decision LogAssumption map, Test backlog, Risk rankingDACI Matrix, Decision Owner, Decision Log
Tagsno overlap
InnovationPrototypeResearch
DecisionRolesGovernance
AssumptionsRiskExperimentsValidation
DecisionRolesGovernanceAlignment
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