Why Security Validation Is Becoming Agentic

This article argues that security validation must evolve into an agentic, unified discipline to match how modern adversaries actually operate.

• •Current validation stacks are fragmented: BAS tools, pentesting, and vulnerability scanners operate in silos without meaningful integration
• •Real intrusions chain together exposed identities, cloud misconfigurations, missed detections, and unpatched vulnerabilities in a single operation
• •Agentic AI differs from AI-assisted tools by autonomously managing the full validation workflow—analyzing threats, mapping environments, running tests, and surfacing results without human direction
• •The critical enabler is a Security Data Fabric combining asset intelligence, exposure intelligence, and security control effectiveness data
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