Your prototype works. Now make it a product.

You built something with AI tools. We turn it into a product you can sell, scale, and own.

SaaSAI ProductsInternal ToolsPrototype → Production
Director of AI Technology at Informa TechTargetScaled subscription revenue 12xRaised Series A and Series BBuilt AI products, ADK agents, and multi-agent systems in productionFormer Peace Corps volunteerDirector of AI Technology at Informa TechTargetScaled subscription revenue 12xRaised Series A and Series BBuilt AI products, ADK agents, and multi-agent systems in productionFormer Peace Corps volunteer

The Prototype Gap

AI tools got you to a prototype. Now what?

Getting to something that runs is fast now. Turning it into a product that handles real users, scales cleanly, and earns trust — that takes a different kind of work.

What AI tools give you

  • ×

    A fast path from idea to working demo

  • ×

    Quick iteration and product feedback

  • ×

    Flows that prove the concept

  • ×

    A starting point — not a production system

What a real product needs

  • Architecture built for real users, real growth, real edge cases

  • Auth, billing, observability, and deployment done right

  • Code a team can own, extend, and hand off clean

  • A workflow that keeps shipping — not accumulating debt

That transition is where we work.

Why Founder Launch Lab

Senior operator. Hands-on builder. Real product context.

Startup to scale

Early operator, then technical leader at scale. Built and shipped at every stage.

Ships and sticks

Builds products that get adopted — not just launched, but used.

Hands-on AI builder

Builds AI products, agents, and production systems. Director of AI Technology.

Work With Me

Three ways to work together.

01

Start Here

Product Reality Session

An honest read on where you are, what's fragile, and what to do next.

02

The Build

Production Build

A first product built to survive real users — not just impress people in a walkthrough.

03

Monthly

Ongoing Retainer

Senior involvement across product, technical decisions, and team direction — month to month.

Ready to talk?

Tell us about your project. We'll figure out the right next step.

Our AI assistant will ask a few questions about what you're building, then send a summary straight to James.