Where AI actually pays off — on the ground.
Most "AI strategy" decks die in a Notion page nobody opens. We don't write decks. We sit with your team, find the workflow that's bleeding hours, and ship a working pilot in weeks. Then we tell you whether to scale it or kill it.
Discovery sprint — 2 weeks
For teams who keep saying "we should be using AI for that" and need someone to actually look. Two weeks, fixed price. Output: a prioritized opportunity list with effort estimates, a pilot recommendation, and one working prototype of the highest-ROI use case.
- Team interviews and workflow shadowing
- Existing data and tooling audit
- Build vs. buy recommendation per opportunity
- One working prototype of the top pick
Pilot build — 4 to 6 weeks
You've identified the workflow. We build the production pilot end to end — model selection, eval harness, integration, the boring parts. Hand-off includes the code, the docs, and a runbook for your team to operate it.
- Model selection and cost modeling
- Evaluation harness so quality is measurable, not vibes
- Integration into your existing stack
- Internal training so your team owns it after we leave
Embedded engagement — monthly
For teams shipping AI features continuously. We embed part-time as your AI engineering function — building, reviewing, and pushing back on bad ideas. Limited to two clients at a time so we actually pay attention.
- Weekly working sessions with eng and product
- Code, evals, and architecture reviews
- On-call for production AI incidents
- One feature shipped per month, minimum
What we won't do
Generic "AI roadmap" PDFs. Vendor-locked recommendations dressed up as advice. Promises about ROI we can't measure. If your problem is better solved with a Zapier and a Notion database, we'll tell you and refund the rest.
Have a workflow that's burning time?
Send a few sentences about it. We'll reply with whether it's worth a discovery sprint, or whether you can solve it tomorrow without us.