AI Transformation
Library

The Orr Consulting AI Transformation Library helps leaders and decision makers reduce AI uncertainty and make better AI business decisions through structured AI thinking.

What is AI and what can it do for your organisation? Explore the AI Universe
What challenges can arise when seeking to deliver AI-enabled transformation? Explore AI Business Problems
How can you implement AI in a structured, effective way? Explore AI Transformation Process
What does structured AI transformation look like in practice? Explore AI Case Studies

Prefer to explore through questions? The ORR AI Assistant (bottom right) can help you navigate the Library.

Design: AI Governance & Assurance

These Insights help organisations put proportionate governance, assurance and control around AI adoption. Within this category, Insights are sequenced from Problem to Solution to Case Study, helping readers move from unmanaged risk and uncertainty to a more confident and structured approach.

The Corporate Risk of Uncontrolled (Shadow) AI — and How to Mitigate It

Why uncontrolled shadow AI usage can create organisational risk, and how structured governance helps leaders and decision makers maintain trust and control in AI transformation.

AI Business Problems

5 min read

AI Governance and Assurance — Restoring Confidence Without Slowing Progress

A practical guide to AI governance and assurance, helping leaders and decision makers restore confidence, strengthen oversight and support responsible AI adoption without slowing progress.

Design: AI Governance & Assurance

6 min read

AI Services Case Study — Sample Board Paper: AI Governance and Assurance

How boards can address the growing risks of uncontrolled Shadow AI through adoption of a structured, proportionate and transparent AI Governance and Assurance Framework.

AI Case Studies

7 min read