When Autonomous AI Meets Compliance: Reimagining SOC 2 for Intelligent Agents

As AI agents autonomously handle privileged transactions—from payments to sanctions screening—traditional SOC 2 frameworks built around human accountability are becoming obsolete. The core challenge: SOC 2 requires actions attributable to identifiable entities, but shared API keys don't provide the individual agent identity needed. Organizations must implement 14 agent-specific controls spanning access management, credential lifecycle, anomaly detection, and audit trails to maintain compliance in an autonomous world.