Vuca Framework

Delivers McKinsey-style structured strategic analysis using SWOT, VRIO, 7S, MECE frameworks for complex business problems and executive recommendations.

Applies structured reasoning to complex coding problems using 19 analytical frameworks, 12 bias detectors, 10 decomposition methods, 10 mental models, Cynefin classification, ethical checks, and communication patterns.

Applies hypothesis-driven MECE problem solving and strategic frameworks (Five Forces, PESTLE, SWOT, Ansoff) to structure complex problems, build issue trees, develop hypotheses, and design analytical workplans.