About
AJ Iredale
How's it going, champion? Glad you found your way here.
I am a founder and operator. I have worked for myself since I was fourteen, starting out by helping other businesses with design, marketing, and websites. That work became LUMA. From there I built, bought, and ran businesses across service and automotive industries, and reached a million in turnover before thirty with good partners, a good network, and a lot of deliberate choices about where I spent my time and who I spent it with.
My focus is increasingly on artificial intelligence. Not the theatrical kind, but the kind that makes operations more reliable, decisions more informed, and execution more consistent. I came to it late. I was introduced in 2023 but did not take it seriously until early 2025. When I did, the picture changed.
I think about systems a lot. How they break, how they scale, how they compound over time. The constant across everything I have built has been automation, operational efficiency, and how to make things run without adding headcount. That has always been the real interest.
This site is where I write, document what I am working on, and make my thinking visible over time. It is early. The body of work is accumulating. I am not trying to look further along than I am.
If this resonates, always happy to connect with like-minded, ambitious people. Teamwork makes the dream work, after all.
What I Work On
Businesses
- Website and design services
- Fleet and vehicle leasing systems
- Signage, print, and operational businesses
- Consulting and systems work
Focus Areas
- Artificial intelligence and practical automation
- Systems thinking and orchestration
- Intelligent tooling for operational businesses
- Product development and execution quality
Interests
- Agent architectures and LLM applications
- How AI changes the economics of small business
- Building things that work, not just things that demo well
- Long-term compounding in products and businesses
Elsewhere