17 Apr 2026

From Pilots to Practice: Using AI in the Public Sector

Practical lessons from real-world deployments delivering service improvement, efficiency, and public value.

  

Across government, there is no shortage of AI pilots, prototypes, and experimentation. What is still scarce is clear, grounded evidence of what actually improves outcomes for citizens.

Our new report, From Pilots to Practice, brings together 19 case studies from techUK members that show how AI is already being used across the UK public sector to improve service delivery, strengthen operational performance, and free up capacity for higher-value work. Each case documents a real operational problem, the AI-enabled response, measurable impact, and the lessons learned along the way.

AI delivers the greatest public value when it is treated not as a standalone innovation, but as part of institutional transformation. It must be grounded in operational needs, designed around users, and embedded into everyday practice. In the long run, organisational maturity, not technical novelty, plays a key role in determining sustained impact.

Download the full report to explore the case studies and what they mean for the future of public services.

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Heather Cover-Kus

Heather Cover-Kus

Associate Director, Central Government and Education, techUK

Ellie Huckle

Ellie Huckle

Programme Manager, Central Government, techUK

Charles Bauman

Charles Bauman

Junior Programme Manager - Central Government, techUK


techUK - Transforming Public Services

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techUK members are transforming public services in the UK. Our community help to shape a smarter, digitally empowered public sector.

techUK drives public sector digital transformation by uniting the public sector and tech industry. Through early market engagement, efficient procurement, and innovative technology adoption, we help to modernise legacy IT, and enable efficient, secure, and personalised services.  

Get involved: We run a busy calendar of activity including events, reports, and insights that demonstrate some of the most significant digital transformation opportunities for the sector. Our Transforming Public Services Hub is where you will find details of all upcoming activities. We also send a monthly public services newsletter to which you can subscribe here.

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