AI agents for product teams
We make your product and engineering teams fluent in Claude and help them design, prototype, and ship agentic features on your real product — with the evals to know they work.
What we build with product teams
AI features in your product
We help your engineers and PMs design and ship agentic features users actually want — not a chatbot bolted on the side.
Prototyping in days, not quarters
Stand up a working prototype of an AI feature on real data, so you can test the idea before committing a roadmap to it.
Research and discovery synthesis
Turn interviews, tickets, and feedback into themes your team can act on, without a week of manual tagging.
Spec and ticket drafting
Agents that turn a rough idea into a structured spec or a set of tickets, ready for the team to refine.
Evals you can trust
We build the test sets and evaluation harness so you know an AI feature behaves before it reaches users.
Working with your engineers
We pair with your existing team — architecture, code review, framework choices — rather than working in a silo.
How it works
A conversation
A short call to understand the product, the team, and where AI could genuinely earn its place. Free, no pitch.
The workshop
One to two days with your product and engineering people, building on your real product and data. They leave fluent and shipping.
Bigger builds, when you want them
When a feature needs a deeper build the team would rather hand off, you commission it on retainer. Briefed by the people we trained.
Common questions
Ship AI features that work
Tell us about the team and what you're trying to build. We'll come back within a day on whether a workshop is the right move.