I help leaders and teams turn AI from a tool into an organisational capability. That means finding where judgement and coordination really happen — usually in the messy middle of the business — and redesigning the workflows so decisions get better and faster, without creating new risk.

I also build. At Luminous Group I designed a multi-agent system with five AI agents, isolated memory, and deliberate coordination. At ViaVia I ship products — from AI-powered memory videos to production frameworks with human approval gates. The common thread: I understand how people actually work under pressure, and I design systems that make that work better.

I like working with people who care about doing the work well: who value clarity over noise, ownership over posturing, and progress over perfection. I'm most useful when there's real complexity on the table and no obvious playbook.