The Person Behind The Systems

I've spent years working across the intersection of two worlds: running and improving small businesses, and building production AI systems. Most consultants are in one camp or the other. The people who truly understand AI don't know the difference between a change order and a punch list. The contractors who know every job site detail inside out have never written a line of code or configured a single AI agent.

I work in both worlds, and I've found that the businesses that win in the next five years won't be the ones with the fanciest software. They'll be the ones where the owner's operational knowledge is actually captured in a running, self-improving system.

The core insight that drives everything I do is simple: your edge isn't technology. Your edge is that you know how the business actually works. AI just lets that edge compound.

In practice, this means: we start with your business. We map it end-to-end. We find where money and time are leaking out. We turn your best improvement ideas into buildable specifications. And then we deploy a team of AI agents — each specialized, each running on the right-cost model — to actually do the work for you.

I've built this methodology from real engagements with real home service businesses. Not from a whiteboard. Not from a theory. From watching actual business owners transform their operations — and from documenting what made the difference.