Log book

Writing

Notes on where AI actually earns its place in a programme, what regulated delivery teaches you about governance, and the occasional field report from building AI at the edge.

• 20 June 2026Field report: an ML pricing tool for an estate agencyWhat it actually took to take a house-price model and a description generator from requirements to something an estate agency uses day to day.
• 15 April 2026What regulated delivery teaches you about governanceYears in government, nuclear and energy trading left me with habits that turn out to matter more, not less, once AI is in the room.
• 10 February 2026Where AI actually earns its place in a programmeMost "AI opportunities" I get shown are process problems wearing an AI costume. Here's the test I use to tell the difference.