Deployed engineering for SMEs

Deployed engineering is how AI gets into production inside an SME.

Instead of starting from a generic product, I build custom AI systems directly inside the complexity of your company: where Excel acts as a database, where tools do not talk to each other, where field teams still write things down on paper, where no one internally knows how to code, and where every euro spent has to justify itself. These are not blockers. They are the reality the system has to work with. The goal is to solve the problems that cost the most, under real conditions, with measurable impact. To move from "we know AI exists" to a tool that runs inside your business and improves profitability.

I step in when the problem is clear but no existing solution fits your reality.

The best AI systems are built from the problem, not from the technology, with one absolute priority: speed and real impact. I work with the owner, managers, and field teams to understand how problems show up day to day, then I ship quickly and improve continuously. The goal is simple: AI systems that work in the real world. Not in a demo.