2026-03-14 · 3 min read
AI operating models in regulated environments: Beyond the pilot
Most organisations have run an AI pilot. Far fewer have shipped one to production. The gap isn't technical — it's organisational.
Read more →AI-First Delivery Leader
Thinking out loud about enterprise AI and what it takes to ship.
14 years delivering enterprise technology at scale. Currently at Vanguard UK.
Read my thinking →Currently
Vanguard UK
IT Delivery Manager
Writing about
Agentic AI · LLM Systems · Enterprise Delivery · AI Operating Models
Recent Writing
View all →2026-02-06 · 2 min read