AI Agents Broke the Security Playbook. Here's What Replaces It.

AI agents have broken traditional enterprise security approaches because they act autonomously, acquire access across multiple systems, and change behavior based on context, making environments harder to predict and manage. Unlike ordinary applications that operate at human speed, AI agents can borrow credentials, disappear before security scans detect them, and some already have direct access to production data. Security teams now need to decide which security layers to own themselves rather than relying on fixed vendor workflows that cannot anticipate the specific risks in each organization's unique cloud, SaaS, and AI deployment setup.