Vendor Approval Is Not Your Authorization Model
Restricted cyber-model access adds a governance decision above the API key. Your organization still has to decide who can use that capability, against which systems, and how to revoke it.
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Restricted cyber-model access adds a governance decision above the API key. Your organization still has to decide who can use that capability, against which systems, and how to revoke it.
Two Rovo disclosures show why agent governance cannot stop at an admin-console toggle. Security teams need to verify runtime capabilities, data reach, and egress independently.
Project Perception puts red, blue, and green agents into a closed security loop. Autonomous remediation needs separate identities, signed evidence, deterministic policy, rollback, and independent validation.
I am using the Foundry Citadel reference platform to test how identity, network isolation, gateway policy, observability, and agent lifecycle controls fit together in a governed Azure deployment.
NIST AI RMF gives an AI security program its operating model: govern the work, map the context, measure the risk, and manage what happens next.