Prepare the knowledge, rules and responsibilities your organisation needs before scaling AI-assisted or agentic experiences.

This is not an AI theatre exercise. I map the governed sources, human responsibilities, permissions, review gates and interaction rules required to move from ambition to a testable delivery model.

You receive: • AI-readiness and source audit • Human–agent responsibility map • Governed knowledge and rule model • Permissions, review gates and risk boundaries • Interaction and behaviour principles • Evaluable thin-slice prototype • Evaluation framework and industrialisation roadmap