Least privilege
Unknown capabilities are denied and high-risk work requires explicit approval in the published engineering foundations.
More capable AI requires clearer authority, evidence and recovery.
Unknown capabilities are denied and high-risk work requires explicit approval in the published engineering foundations.
Audit records should preserve decisions without exposing prompts, secrets or raw sensitive targets.
No AI or security system is risk-free. Deployment design must account for model errors, tool misuse, configuration failure and operator responsibility.
People remain responsible for authority, exceptions, review and recovery.
Named owners should review permissions, approvals, logs and exceptions instead of treating controls as one-time setup.
Models and automation can still fail. Systems need clear paths for human takeover, stopping and recovery.
Bring the problem, current systems and desired result. We will help identify a sensible first step.