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Risk Vector Analysis: A Mathematical Framework for Organizational Risk Posture

Traditional risk scoring uses likelihood-by-impact matrices that collapse critical information into discrete cells. RVA applies Euclidean geometry and vector mathematics to preserve the full dimensionality of risk data, measure directional change over time, and prescribe remediation strategy based on the angle between current posture and business appetite.