AI infrastructure to grow your margins.
You run a real business. I find the expensive, repetitive workflow AI can handle, and build the agent that runs it, so a recurring cost comes off the books, not the output. Scoped in a call, shipped in weeks.
Book a discovery call → Not ready to talk? Get my notes on using AI in real businesses →Who I work with
Operators of real businesses.
You have real revenue and a real business. You don't have an AI team and you don't want to hire one. I find the workflow AI can handle, build the agent that runs it, and hand it back working.
What I build
Three ways to work together.
Fast to scope. Faster to ship. Each one ends the same way: a recurring cost off the books, the work still getting done.
AI Sprint
I dig into how the business runs, find the costliest workflow to keep doing by hand, and walk out with a scoped build plan worth shipping. Flat fee.
Custom Build
Full build of a specific product surface or agent. Fixed price, locked scope, clean handoff with docs.
Fractional Product Partner
A peer on the team. Weekly syncs, async between, monthly milestones.
How I work
I don't advise. I build.
Project engagement
- Fixed fee, no overruns
- Scoping call and written project spec
- Full build, QA, and handoff
- Documentation you can hand to your team
- 30 days of post-launch support
Embedded partner
- 3 month minimum, then month-to-month
- Continuous build and iteration
- Weekly syncs, async between
- Priority response on blockers
- Monthly delivery milestones
Proof
I run this on my own business first.
Uristocrat.com runs on a fleet of agents I built. They research, draft, and ship the publication, and since they took it over it puts out more work and pulls more search traffic than I could produce by hand. I'm not selling you something I haven't run myself.
Background
Where I've built.
- SVP of Product, Narmi. Digital banking infrastructure powering banks and credit unions across the US.
- VP of Product, Simon Data. Enterprise customer data platform.
- Co-founder, Katch. Acquired.
- Head of Product, Finery. Acquired.
- Co-founder, Uristocrat. Shipped uristocrat-watch, mixtape, and uristocrat.com.
- Product Lead, NBA and Philadelphia Eagles.
I work the full stack: product strategy, design, code, deploy. Customer conversations on Monday, shipped fix on Friday.
FAQ
Common questions.
Do you take equity?
Mostly cash, but I'm open to talking about equity if the fit is right.
Will you sign an NDA?
Yes. Send yours or use mine.
Do I own the work?
Fully. Code, models, prompts, infra. Transferred on final payment.
What if scope changes mid-build?
We re-scope in writing before any new work starts. No surprise invoices.
How do you know it'll actually save money?
Before we start, we name the cost we're taking out: the hours, the contractor, the tool. The build is scoped to remove it. If a workflow has no cost worth removing, the AI Sprint says so. You've spent a flat fee to learn that, not a build budget.
Every engagement starts with a 30 minute call. You can schedule one below to talk through the problem and whether we should build it together.
Book a discovery call → Not ready to talk? Get my notes on using AI in real businesses →