The New AppSec Frontier

Agentic AI stacks create non-deterministic execution paths. Traditional controls are necessary but not sufficient.

Executive Imperative

• Shift from point controls to continuous control planes
• Treat prompts, tool schemas, and retrieval data as attack surfaces
• Build measurable resilience programs tied to business risk

Operating Model

Establish a joint AI Security Council between product, platform, and trust teams. Make ownership explicit: if everyone owns safety, no one owns safety.

Security must become design-time posture, not a launch-time checklist.