Practical Guide

A Trusted Path to AI Production

AI governance in practice

Who approves an AI initiative? What must it prove before going live? Who remains accountable once people depend on it?

Moving beyond a pilot takes more than a policy. This guide sets out a practical route from proposal to production—with clear responsibilities, expert testing and evidence of what was decided and why.

Get the guide

Explore the decisions, checks and controls that help AI move into everyday use.

31 Pages • Free PDF

Caitlyn AI

What's inside:

  • Why AI initiatives stall and where policies and approval processes fall short.

  • A six-stage route from proposal to production, with named decision-makers.

  • How to test performance and define the evidence needed before launch.

  • Permissions, human review and records that make AI use accountable.

  • How to reuse successful work and learn from initiatives that stop.

  • Three practical starting steps and eight questions to assess where your organisation stands.