How AI Agents Impact SOC 2 Trust Services Criteria

Agentic AI introduces unique SOC 2 challenges that traditional control language is too shallow to address. Organizations must map AI-specific risks including autonomous decision-making, cross-system interactions, and behavioral governance into existing SOC 2 control objectives before deploying AI Workers at scale.