AI agents are growing up from copilots into autonomous actors that support all business functions which introduces risks that static governance cannot reasonably manage.

This session covers CSA’s research and frameworks for a new control plane approach that enables real-time assessment, continuous monitoring, and policy-driven enforcement at machine speed.

Centered on threat modeling and maturity models, these open-source resources provide practical approaches to manage autonomous decision-making. Shifting from reactive to adaptive oversight without sacrificing innovation or accountability.