
Before: AI as a roadmap feature
After: AI as how the product works
AI is part of your product’s foundation
AI shapes how your product works, from what it understands to what it helps customers do.
I work with founders to ship AI products and get their whole team using AI.
Book a callSome people advise. Some people build. I do both, so what we decide is what actually ships.
We work out where AI actually helps your product, where it doesn’t, and what to build first. You leave with a plan you can act on right away.








It shows up in three places: what you sell, how the company runs, and who gets to build.

Before: AI as a roadmap feature
After: AI as how the product works
AI shapes how your product works, from what it understands to what it helps customers do.

Before: Know-how stuck in people’s heads
After: Built into the tools everyone uses
Your company’s knowledge becomes available in everyday tools, so every team can put it to use.

Before: Only engineers can build
After: Anyone with expertise can build
The people closest to the work can build tools, test ideas, and improve their own workflows.
I built the product and shaped the roadmap with the founders. As the company moved to an agent-first product, I trained the design and customer success teams to work with AI.
I designed and built the first version of the agent and the infrastructure under it. The bar was simple: it does exactly what it’s supposed to, every time.
I built the product and the platform for a large enterprise’s CFO and finance team, inside strict isolation and regulatory requirements.