Work
Real products, built together.
Every engagement is different. The methodology is the constant — Human + Agentic Collaboration applied to real problems, with real domain experts, producing real software.
Featured
Civitas — From concept to deployed platform in one day
A Yale student with limited technical background partnered with Generative Labs to build an immigration legal assistance platform. Through 8 hours of collaborative discovery, the project went from concept to a deployed application with QR code generation, lawyer workflows, and client messaging — live in one day.
Use Cases
Productizing 20 years of domain expertise
A healthcare industry veteran had deep knowledge and a clear vision — but had been quoted $150K by a dev shop to build it. Through Human + Agentic Collaboration, they went from idea to a deployed SaaS product in a fraction of the time and cost.
Replacing a technical co-founder with a methodology
A non-technical founder had already prototyped in ChatGPT and knew the market cold. What they needed wasn't a developer — it was a collaborator who could turn that momentum into production-quality software. They shipped their first release within weeks.
Breaking through the vibe-code ceiling
A builder had gotten surprisingly far with AI coding tools — a working prototype, real users, early traction. But the architecture couldn't scale, the design system was inconsistent, and every new feature introduced regressions. They needed the methodology behind the magic.
AI strategy for a Fortune 500 innovation team
An innovation group inside a large enterprise needed to understand what AI-native product development actually looks like — not slides, not theory, but a working prototype built alongside their team. They walked away with both a product and a playbook.
From spreadsheet workflow to deployed platform
An operations leader had been running a critical business process in spreadsheets for years. They knew every edge case, every exception, every workaround. That domain expertise became the product spec — and the product shipped in weeks, not months.