Prefer listening?

A debate: IT operations defends guardrails and strict permissions. A filter only checks whether an agent may act. Whether its reasoning holds is left unchecked. On the bounded deviation envelope and policy-as-code.

Your AI policy is a PDF your agent cannot read. Why governance fails outside the runtime path, and how the cognition plane makes mandates enforceable: the authority register, reasoning boundaries, and the runtime trace that stands up in an audit.

How do you govern AI at enterprise scale? From the 13 knowledge areas and the cognition plane to operationalising the EU AI Act.

AI agents as digital employees: why they need a formal identity profile, lifecycle management and a human owner. About the cognition plane, governance hooks and the key cabinet pattern.

Employees are already using ChatGPT and Claude without IT knowing. How do you inventory and govern Shadow AI?

Your next colleague is an AI agent. Why agents need a mandate, escalation protocol and exit procedure.

70% of AI projects never make it to production. About the 8 phases of the AI lifecycle and why 50% of costs come after launch.