Work with me
For organisations facing a new technology constraint.
AI, architecture and engineering transformations rarely fail because the organisation lacks another tool or framework.
They fail when production capacity changes faster than the surrounding system can absorb it.
I work with executive technology teams to diagnose those constraints, understand where they will move next, and redesign the technology production system around them.
Questions I work on
AI Engineering Transformation
How does your engineering model change when AI agents become part of the workforce?
Engineering Production Systems
Where is your real constraint — and what happens when you remove it?
Architecture & Data Transformation
How do architecture, APIs, data and platforms need to evolve to support scale and business change?
Technology Operating Model
How should teams, governance, decision-making and accountability evolve?
Start a conversation
Bring the difficult problem.
Describe the constraint you are facing and what has changed around it.