Layer 4: Trust Ledgers
How do I comply with NIST AI RMF for autonomous agents?
The NIST AI Risk Management Framework (AI RMF 1.0) requires organizations to Govern, Map, Measure, and Manage AI risks — and autonomous agents introduce unique risk categories around uncontrolled execution, unpredictable behavior, and insufficient audit trails.
NIST AI RMF maps to Exogram's architecture:
- GOVERN (GV): Establish AI risk management policies → Exogram's 8 deterministic policy gates ARE the governance policies, expressed as code rather than documents
- MAP (MP): Identify AI risks in context → The Trust Ledger maps every agent action to its risk profile, building a continuous risk inventory
- MEASURE (MS): Assess AI risks → Pass rates, block rates, policy evaluation metrics, anomaly detection provide quantitative risk measurement
- MANAGE (MG): Prioritize and respond to risks → Kill switch, namespace isolation, and policy updates provide real-time risk response
Most organizations attempt NIST compliance through documentation. Exogram provides compliance through automated enforcement. Every policy is code. Every evaluation is logged. Every risk is measured. The documentation writes itself from the audit trail.
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