01
Measurement before delivery
Every engagement starts by defining what success means and ends by testing against it. You get a number, not a demo.
Selective engagements
AI engineering for operations that don't have an engineering department.
Most businesses that bought AI tools in the last two years cannot tell you whether they worked. I build systems that can prove it.
What separates this from an agency
02
Deterministic where it counts
The core of what I build is real software. AI handles the ambiguous edges, not the parts that have to be correct.
03
Built to keep running
Systems are handed over documented and operable by your team. The goal is not to make you dependent on me.
How engagements start
Availability is limited and intentionally so. Every engagement begins with a paid diagnostic: a structured assessment of your systems, a written analysis, and a call to determine whether a project makes sense. The diagnostic fee is credited in full against any engagement that follows.