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Level 01Issue Tree FramingHypothesis Decomposition

Level 02Client Situation DiagnosisSymptom-to-Driver Mapping

Level 03Evidence Sufficiency TestingConfidence Threshold Judgment

Level 19Implementation Governance DesignMilestone Dependency Sequencing

Level 20Client Embedded AdvisingReal-Time Decision Support

Level 01Problem Decomposition FundamentalsBreaking complex business challenges into discrete, testable hypotheses

Level 02Client Context MappingExtracting implicit competitive pressures from client narrative

Level 03Data Architecture ReasoningDetermining which data sources validate or invalidate strategic hypotheses

Level 19Ecosystem Value CaptureAssessing platform leverage potential through network effects and switching cost dynamics

Level 20Transformation Impact MeasurementDesigning baseline-versus-counterfactual metrics to isolate intervention effects from confounding variables

Level 01Foundational Data InterpreterExtracting insights from marketing datasets

Level 02Campaign Performance AnalystEvaluating campaign effectiveness against KPIs

Level 03Consumer Segment ClassifierCategorizing audiences by purchasing intent

Level 19Growth Portfolio ArchitectAssessing growth potential across business units

Level 20Chief Insights StrategistSynthesizing multi-source data into strategic narratives

Level 01Brand Perception Analysisanalyze

Level 02Consumer Insight Synthesissynthesize

Level 03Market Position Evaluationevaluate

Level 19Transformation Impact Modelingmodel

Level 20Strategic Brand Visioningsynthesize