After more than twenty years leading enterprise transformation across banking, healthcare, retail, travel and technology, I realised something.
Every major technology shift eventually becomes an organisational challenge.
That’s why I founded Agent Fabric. Not to build another AI tool — but to help organisations redesign how humans, AI agents and enterprise systems work together.
For more than two decades I’ve helped organisations redesign how Product, Engineering and Technology work together — across global banks, healthcare systems, retail platforms, travel companies and luxury commerce.
The industries were different. The lesson was always the same. Every major technology shift eventually forces organisations to rethink how work happens.
Digital Transformation changed technology. Cloud changed infrastructure. Agile changed teams. Today, AI changes organisations.
That is the challenge Agent Fabric exists to solve.
Why Agent Fabric exists
Most organisations are investing heavily in AI. They’re deploying copilots, building AI agents and experimenting with large language models.
But technology is only half the transformation. The harder question is organisational:
- Who owns AI?
- How should work be distributed between humans and AI agents?
- When should humans intervene?
- How should decisions be governed?
- How does the organisation continuously learn?
These are operating model questions. Technology companies are building increasingly capable AI. Agent Fabric exists to help organisations design how that capability is organised.
Philosophy
Technology has changed. Now organisations need to change too.
I’m less interested in building another AI platform. I’m interested in helping organisations redesign themselves.
Gerard Short — Founder, Agent Fabric

Leading Product, Engineering and Technology transformation at enterprise scale.
- Banking
- Healthcare
- Retail
- Travel
- Technology
Helping global organisations redesign how work happens.
Design the operating model for the Agentic Enterprise.

Christian Macedo
Transformation & Target Operating Model Leader · London
Leading transformation across banking, travel and healthcare.
Within the operating models shaped at enterprise scale.
Value stream scope across Global Payments Solutions.
Across international payments and technology programmes.