A comprehensive assessment of AI adoption across Whitehall — what's working, what's not, and the five capabilities every department needs to build.
Across Whitehall, AI adoption has accelerated from pilot to programme — yet the gap between ambition and delivery has never been wider. This report draws on practitioner experience across eight central government departments to identify the structural, cultural and capability barriers that determine whether AI investments produce lasting change or expensive disappointment.
Senior leaders and practitioners in Government & Public Sector organisations who are responsible for strategy, transformation or technology investment decisions. Written by practitioners who have delivered in this sector — not analysts who have studied it.
An honest assessment of where UK government AI adoption actually stands in 2025 — behind the press releases and the programme boards. What Gartner's 85% pilot failure rate means for Whitehall, and why the departments that are succeeding have something specific in common.
Data governance. AI literacy. Procurement agility. Change management. Ethical oversight. The five areas where most departments are under-resourced relative to their AI ambitions — and what closing each gap actually requires.
Why the technology is rarely the problem. The human and organisational factors that determine whether AI tools get adopted, improved and owned — or quietly abandoned after go-live. With case studies from deployments that succeeded and those that did not.
How existing procurement frameworks — G-Cloud, DOS, CCS — can be used more effectively to acquire AI capability. What departments that move fastest are doing differently, and how the Procurement Act 2023 changes the landscape.
A practical framework for departments serious about building lasting AI capability rather than buying external solutions. What needs to be owned internally, what can be contracted out, and the sequencing that makes the difference.
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