For founders building AI-powered products
Your embedded AI engineering team — without hiring one on day one.
We work with founders the way a senior in-house team would. Engineering, design, and AI specialists on a monthly retainer — shipping the product, not slide decks.
Where founders bring us in
Pre-product
You have a sharp insight and need someone to turn it into a working prototype in weeks.
MVP to launch
You're racing to ship the first version users will actually pay for — without building the wrong thing first.
Post-launch growth
You have early customers, a roadmap longer than your team, and need to ship faster without burning your runway on hiring.
Adding AI to an existing product
You already have a product and customers — now AI features need to ship, properly, without breaking what works.
What we build
Production AI products — not demos. We work in your repo, your stack, your standards.
- AI-native SaaS products and platforms
- Agentic workflows and multi-step LLM systems
- Customer-facing copilots and assistants
- Vertical AI tools — legal, finance, healthcare, real estate, ops
- Internal AI tools for your team and your customers' teams
- Production-grade infra: evals, observability, guardrails
The team you get
AI engineers
LLM systems, retrieval, agents, evals.
Full-stack engineers
Web app, APIs, integrations, infra.
Product designers
Flows, UX, interfaces users trust.
Product leadership
Roadmap discipline, scope cuts, shipping rhythm.
Faster than hiring
Senior team on the product in week one. No 3-month recruitment cycle.
Cheaper than a consultancy
Monthly retainer tied to shipped outcomes, not slide volume.
Handover-ready
Clean code, docs, and evals — so your in-house team can take it over whenever you're ready.
Have an AI product in your head?
Tell us what you're building. We'll come back with a scoped plan, the right team shape, and a realistic timeline — usually within 48 hours.