AI Insights Library
for Leaders and Decision Makers

The Orr Consulting AI Insights Library helps leaders and decision makers answer two fundamental questions:

What is AI and what it can do for your organisation? See the AI Universe Insight
How AI can be implemented in a structured, effective way? See the AI Transformation Process Insight

It also examines the common AI Business Problems that emerge without a structured approach and includes Case Studies showing the structured approach in practice.

AI Case Studies

These case studies show how Orr Consulting’s structured approach can be applied in practice across the AI Transformation Process. They are sequenced in process order, from early understanding and discovery through to delivery and benefits realisation.

Case Study — Building Shared Leadership Understanding of AI

How structured AI education and training sessions helped leaders build a shared understanding of AI capabilities, risks and opportunities before beginning their AI transformation journey.

AI Case Studies

3 min read

Case Study — Performing an AI Capability and Maturity Assessment

How an AI capability and maturity assessment helped leaders understand their organisation’s readiness for AI transformation and identify the steps required to move forward with confidence.

AI Case Studies

5 min read

Case Study — Performing AI Use Case Discovery and Prioritisation

How structured AI Use Case Discovery helped identify and prioritise the most valuable AI opportunities for Orr Consulting, turning broad AI curiosity into a focused shortlist aligned with strategy, practicality and long term value.

AI Case Studies

6 min read

Case Study — Developing an AI Strategy and Roadmap

How a UK-based professional services firm developed an AI Strategy and Roadmap to move from fragmented AI activity to a structured, governed approach aligned to business priorities and measurable value.

AI Case Studies

5 min read

Case Study — Sample Board Paper: AI Governance and Assurance

How organisations can address the growing risks of Shadow AI and uncontrolled generative AI use through structured AI governance and assurance, illustrated through a sample board paper recommending the implementation of the Orr Consulting AI Governance and Assurance Framework.

AI Case Studies

6 min read

Case Study — Developing an AI Business Case for Scaling Generative AI Licences

How a public sector organisation used a structured AI Business Case to move from pilot success and procurement momentum to a more controlled, value-driven and governable approach to scaling generative AI.

AI Case Studies

6 min read

Case Study — Bringing Fragmented AI Activity Back Under Programme Control

This AI Programme Management case study shows how a large organisation brought fragmented AI activity back under control. It demonstrates how structured programme leadership can restore visibility, strengthen governance and manage AI delivery without slowing progress.

AI Case Studies

6 min read

Case Study — Maintaining Project Management Control in a High—Uncertainty AI Pilot Project

This AI Project Management case study shows how a generative AI pilot was delivered under conditions of uncertainty. It demonstrates how structured project management can maintain control, support learning and evidence value in AI delivery.

AI Case Studies

5 min read

Case Study — Defining, Tracking and Evidencing Benefits from a Generative AI Pilot

How a large public sector organisation defined, tracked and evidenced both quantitative and qualitative benefits from a Generative AI pilot — creating a strong foundation for future investment and scale.

AI Case Studies

5 min read

AI Insights Library for Leaders and Decision Makers

AI Case Studies

Case Study — Building Shared Leadership Understanding of AI

Case Study — Performing an AI Capability and Maturity Assessment

Case Study — Performing AI Use Case Discovery and Prioritisation

Case Study — Developing an AI Strategy and Roadmap

Case Study — Sample Board Paper: AI Governance and Assurance

Case Study — Developing an AI Business Case for Scaling Generative AI Licences

Case Study — Bringing Fragmented AI Activity Back Under Programme Control

Case Study — Maintaining Project Management Control in a High—Uncertainty AI Pilot Project

Case Study — Defining, Tracking and Evidencing Benefits from a Generative AI Pilot

AI Insights Library
for Leaders and Decision Makers