Systems are technical.Operations are human.

I work in the gaps, between the aspirational PowerPoint and the gritty reality of production, the boardroom and the machine room, technical possibility and operational reality.

I've been building and running systems through major technology shifts since the 1990s. The possibilities change, but the practical questions remain. What's worth doing? How do we make it work? What will it take to actually get it done so the organization and its stakeholders will benefit?

I'm at my best when things have gone badly wrong and the stakes are high. When the consequences can reach customers, markets and the front page I work alongside engineers to get critical systems back on track, give teams direction and confidence under pressure and keep everyone from the technical teams to executives informed as events unfold.

Today, that experience also shapes how I help businesses work out where AI can earn its keep, whether by generating new revenue, delivering substantial cost savings or enabling work that wasn't practical or possible before. Sometimes that means building services customers will pay for and sometimes it means helping people do their work better. Sometimes AI isn't the right answer.

Where there's a clear and practical business case, I work alongside engineers and the people who'll use and run it to get it into production. Security, privacy and operational ownership are part of the job from the very beginning. I see the work through to a proper handover, with clear responsibilities and a team equipped to operate and support it with confidence.

My consulting work is delivered through Paragon Solutions Group.