Audit trail

To mitigate risks in AI agentic systems, organizations must prioritize robust identity protocols, auditable logs, policy enforcement, human oversight, rapid revocation, and thorough documentation. Employing tools like SDKs that cryptographically sign actions, similar to blockchain, creates an immutable audit trail. A centralized, verbose system of record for all agentic AI activities is crucial for governance, surpassing scattered text logs. Maintaining an “agentic asset list” with unique identifiers, capabilities, and permissions is essential, aligning with regulations like the EU AI Act’s mandates for ongoing, evidence-based risk management and interpretable AI systems.