Board-level AI advisory
AI is now part of the buying team. I help leadership teams and boards respond.
I help CEOs, leadership teams and boards respond when AI starts changing how customers buy, how work gets done, and which technology bets are worth making.

25+ years across digital, data and AI
Delivering AI and search at petabyte scale
Enterprise and FTSE transformation experience
Boards and leadership teams bring me in when AI stops being a slide and becomes a decision — when the question is no longer whether to act, but what the shift means and how to respond. I've sat on both sides of that table: building the technology, and answering for it.
AI go-to-market & Answer Space
Staying visible, trusted and chosen as buyers — and their AI agents — decide in a zero-click market.
AI capability & operating model
Moving past pilots and Copilot to agents, skills and systems that actually hold in production.
Independent challenge on big bets
Honest, board-safe judgement on the technology investments most likely to fail — before they do.

Across regulated, technical and enterprise markets — from the shop floor to the trading floor.
- Manufacturing
- AEG / Electrolux · Philips · Graham & Brown
- Advanced materials
- Victrex · SABIC
- Financial services
- ICAP · NEX · EDF Trading · Chartered Insurance Institute
- Media & comms
- News UK · London Live · Financial Times · McCann · Publicis Sapient
- Technology & enterprise
- Microsoft — delivering a Fortune 500 Data & AI platform
Fractional AI leadership: what it is, when you need one, and what it costs in 2026
Fractional AI leadership installs a named AI owner part-time. Learn what it delivers, when each alternative is right, and UK costs in 2026.
Why Microsoft is losing the AI runtime race to Anthropic
Copilot's paid market share fell 39% in six months. This is not a product problem. It is an architecture problem, and the organisations betting on Copilot are carrying structural risk they have not named.
Your business now runs on AI (the humans are just the escalation point)
AI pilots produce adoption metrics because the tool framing optimises for adoption, not commercial advantage. The governance gap is a capital allocation problem — not a technology failure.
Stefan is Founder & Head of AI at Graph. Where board-level advisory turns into delivery, Graph is the system behind it.
graph.digital →Bring AI judgement into the room.
A short conversation is usually enough to know whether I can help — and where to start.
Book an advisory conversation