This article introduces the Virtuous Triangle as a strategic framework for understanding cyber risk through the combined lenses of vulnerability assessment, threat intelligence, and contextual risk analysis. It argues that meaningful risk assessment only emerges when these components are integrated and automated at scale. Drawing on decades of experience, the piece reflects on the limitations of standalone data and the necessity of systems thinking in cybersecurity.
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The Virtuous Triangle: Rethinking Risk at Scale
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