From AI Pilots to an AI Operating System
Why organisations need a repeatable operating model connecting strategy, platform capabilities, governance, delivery and adoption.
Read field noteField Notes
Notes from the work of making AI useful.
Practical essays on strategy, product choices, platform capabilities, governance and adoption across complex operations.
Personal views · Source-backed · No employer positions implied01–04
I write to make a point of view testable. These notes are direct, practical and open about risks, dependencies and limits.
Choosing AI Use Cases That Can Scale
A practical framework for balancing impact, feasibility, risk, data, adoption and reuse.
Read field noteGoverned Agentic AI: Control Without Killing Speed
How identity, permissions, approvals, evaluations and observability can enable safe execution.
Read field noteDomain Experts Need Better Leverage, Not Replacement
Why the near-term opportunity is better preparation, responsiveness and capacity while preserving expertise and judgement.
Read field note