Case study · AI platform
An AI platform where non-coders build businesses
A New York startup backs people who want to start a business but don't write code. Founders describe what they want and the platform builds it with them: the product, the site and the AI agent that talks to their customers. We lead engineering, making it hold up for thousands of founders at once.
- Client
- Venture-backed startup, New York
- Year
- 2025
- Our role
- Lead engineering
- Stack
- LLM agents, TypeScript, Next.js
The problem
What needed fixing
Most people with a good business idea stop at the first technical step. No-code tools help, but still expect you to think like an engineer. The platform needed founders to get from idea to running AI business without ever meeting the infrastructure, and generated output had to be safe with nobody reviewing the code.
The approach
How we built it
- 01
Guardrails in the platform
When AI builds something for a person who can't read the code, the checks have to live in the platform: validation, safe defaults and limits on what a generated agent may do.
- 02
Small fixes, shipped often
Founders notice every rough edge. Each bug is reproduced, fixed and tried on beta first, then released with the next batch.
- 03
Built for the whole cohort
Around a thousand founders are building at any moment, so features are designed for that load from day one.
The outcome
Where it landed
The platform has grown past 10,000 users and raised a venture round.
- Founders on the platform
- 10,000+
- Founders on the platform
- Building at any time
- ~1,000
- Building at any time
- Venture-backed
- Funded
- Venture-backed
LLM agents · TypeScript · Next.js · Node.js · PostgreSQL
Services used
We can do the same for you
- AI agentsAgents that read what comes in, decide what to do and do it, with a person in the loop where it matters.
- AI consultingA senior AI engineer embedded with your team to find the work worth automating, build it and stay until it runs.
- Web apps (Next.js & React)SaaS products, dashboards and portals in Next.js and React, from the first commit to launch day.
Start here
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