Two careers, one throughline.

From the document grind…

My background is in environmental engineering — regulated, document-heavy work where a detail in the wrong place has real consequences. I learned how it actually gets done: the reviews, the paper trail, the deadlines nobody extends, and the rules that live half in manuals and half in the heads of the people who have been there longest. I built software for that grind — Green Owl Compliance.

…to production AI

Then I went deep on production AI — not demos, but the unglamorous work of making models behave on messy, real-world documents. Most of that job is everything around the model: the data, the guardrails, the evaluation, and the plumbing that decides whether you can put the output in front of a client. That work is what a harness is made of. Green Owl builds it as one tool, individual to your business, that connects your employees to the tools they need.

Why Green Owl

Compliance was just the hardest version of a problem nearly every business has: work that repeats, inputs that are messy, and a process that only half exists on paper. Most people selling AI have never sweated a real deadline on the operating side, so they demo well and die on contact with real work. I start from how your business actually runs and build the harness to fit it. It stays a small practice on purpose.