Unlock the value of AI with Winter Hill Digital
Winter Hill Digital helps organisations decide where AI will create value, move promising ideas into production and build the capability to use AI safely every day.
30+
Clients
60+
Projects completed
11
Sectors worked in
21
Years of digital experience
Common challenges
You need to decide where AI will pay off
Plenty of ideas, unclear value, and an investment case that has to stand up to senior scrutiny.
Your pilots are not reaching live service
Promising proofs of concept stall before production, support and sign-off.
You need governance, ownership and operating capability
AI is in use, but nobody clearly owns the agents, the risks or what happens to them over time.
Your teams need practical confidence using AI
The tools are available, but day-to-day use is thin and inconsistent.
Services
AI Strategy
A costed route to value that stands up to senior scrutiny.
- Opportunity assessment
- Use-case prioritisation by value and size
- AI strategy and roadmap
- HM Treasury-compliant business cases
AI Transformation
A governed, owned AI estate, with teams ready to run it.
- Transformation planning and mobilisation
- Leading transformation programmes
- AI governance and risk frameworks
- Operating model and ownership
Pilot to Production
AI in live service rather than stuck in pilot.
- Use-case selection and scoping
- Delivery leadership for client or partner teams
- Quality and readiness gates
- Sign-off, handover and support documentation
AI Skills
Staff using AI on real work, with the time saved measured.
- Capability programmes and build-a-thons
- Teaching to accredited higher education standards
- Quality checklists and benefit scorecards
- Champion network set-up
Projects
Energy regulation
AI Transformation · Pilot to Production
Led two AI programmes for an energy regulator, taking 10 Copilot agents from experimentation into live service. Set priorities, oversaw quality checks and established ownership, an agent register and monitoring for its AI Centre of Excellence.
Local government
Pilot to Production
Led delivery of a Copilot Studio agent to help housing officers handle high enquiry volumes ahead of renters’ rights reform. The agent triages enquiries, checks for missing information and supports drafting, with safeguards and human review. Took the six-week MVP through sign-off and handover, and created a playbook for other authorities.
Defence
AI Skills
Turned a one-off Agent Builder course into a programme for around 150 participants across directorates. Added practical tools, quality checks, benefit tracking and a network of champions. Participants reported reducing a mobilisation statement from around two weeks to 20 minutes, and a day-long research task to 45 minutes.
Frontier AI
AI Strategy
Designed training scenarios for a leading AI lab to improve a frontier model’s reasoning on complex business decisions. The scenarios required multi-step cost-benefit analysis of strategic business cases.
Central government
AI Strategy
Refocused a transformation programme after a government reorganisation, reporting to Director General level. Led discovery across three workstreams, including AI-enabled cyber threats, and made the case to expand the programme from £1–2m to £85m.
Expert consultation
AI Strategy
Provided independent advice through three global expert networks, drawing on hands-on AI delivery experience. Work included a briefing on AI adoption across UK government for a Japanese research client and a supplier review for a large financial services client.
Discuss an AI opportunity
Say what you are trying to achieve, where you are stuck and what timescale you are working to, and get a clear view of the most useful next step.
