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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 01Deal Flow Recognitionidentifying transaction patterns

Level 02Financial Statement Decodingextracting financial signals

Level 03Valuation Framework Buildingsynthesizing comparable metrics

Level 19Client Partnership Deepeningrecognizing unstated concerns

Level 20Portfolio Transformation Strategyconnecting discrete deals to portfolio vision

Level 01Luxury Market SegmentationCustomer Tier Mapping

Level 02Brand Portfolio DiagnosisPortfolio Overlap Detection

Level 03Channel Economics Trade-offWholesale vs. DTC Analysis

Level 19Meta-Trend Capital AllocationMega-Trend Sensitivity Analysis

Level 20Executive Recommendation ArchitectureBoard-Level Risk Communication