Build the governance layer: access controls, data boundaries, audit trails, model risk management, and alignment with EU AI Act, NIST AI RMF, and ISO 42001.
Stand up an agent governance committee and intake process
Map controls to EU AI Act / NIST AI RMF / ISO 42001
Design audit trails, red-teaming, and incident playbooks