A business operations partner, not an AI agency.

What brought me to this is a long-running curiosity about technology. When the new generation of AI tools started appearing on the market, I began investing heavily in learning and building with them. I started with smaller automations, and over time moved into building full operating systems for solo entrepreneurs and SMEs. The aim is always the same: give owners back the hours the business takes from them, so they can spend them on growing it.

Working alongside an open-source decentralised compute platform has been a major catalyst. It shaped the way I think about AI and accelerated my own learning significantly.

Before any of it is automation, it's a system: the list of what repeats, the process written down, one place to check it, and a receipt for everything that runs.

That's the part I care about most, because it's the part that keeps working when the tools change.

My approach is practical and steady. One small layer at a time, tested properly, and built around the tools and team you already have. Something that keeps running quietly in the background as the business grows.