This newsletter is for tech leaders under pressure to ship AI features while the ground keeps shifting beneath them. For over 12 years, and most recently through my own AI consultancy, I’ve helped organisations of all sizes make better use of AI. The goal here is simple: help you make sharper, more grounded decisions about building around AI.

Each week, one piece on a decision you’re facing. It might be architectural. How do you put an agentic layer on top of your product? It might be strategic. Train around today’s model limits, or wait for the next iteration? Plus a short read on the week’s AI news. What’s worth your attention. What’s noise.

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