Security teams patch thousands of vulnerabilities each year, yet breaches consistently originate from a small, predictable subset. This analysis explores why patch programs fail and how exploitation intelligence, EPSS, and exposure-based prioritization must replace legacy approaches.

McKinsey’s reported AI chatbot breach highlights a growing enterprise risk: insecure deployment of generative AI platforms. This Operational Failure Analysis examines how identity governance gaps, shadow AI adoption, and weak platform controls can expose sensitive enterprise data.

With 59,000+ vulnerabilities projected in 2026, organizations must rethink patching. This article explains why exposure-based prioritization is critical to reducing real-world cyber risk.

JLR breach analysis highlighting third-party identity exposure, KEV prioritization gaps, and lessons for operational threat intelligence teams.