Board-level AI advisory
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.
Staying visible, trusted and chosen as buyers — and their AI agents — decide in a zero-click market.
Moving past pilots and Copilot to agents, skills and systems that actually hold in production.
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.
Fractional AI leadership installs a named AI owner part-time. Learn what it delivers, when each alternative is right, and UK costs in 2026.
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.
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 →A short conversation is usually enough to know whether I can help — and where to start.
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