
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.
My own Mac app for working with coding agents. It lives in the notch, tells you when Claude Code, Codex or Cursor finish or need you, and takes you back to the exact session.
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 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 built the product and the platform for a large enterprise’s CFO and finance team, inside strict isolation and regulatory requirements.