The engagement
We design, build, and ship LLM-powered products and features — retrieval, agents, copilots — with evaluation and guardrails baked in from day one, not bolted on after launch.
What you leave with
A working feature in production, instrumented so you can see quality and cost on a dashboard — not guess at them.
4–8 wks
prototype to production
Built for
Product and engineering teams who want senior AI builders embedded, shipping alongside them instead of handing over a prototype that never hardens.
Deliverables
Exactly what lands in your hands.
How it runs
Four steps, no mystery.
Scope
One sharp use case, a success metric, and a definition of done.
Prototype
A thin end-to-end slice in front of real users fast.
Harden
Evals, guardrails, load, and cost tuning until it holds.
Ship & train
Production deploy plus enablement so your team owns it.
Start the conversation
Ready to talk about custom ai development?
Book a 30-minute call. We'll tell you whether this is the right first move for your business — honestly, and before any commitment.
Typically respond within one business day · No obligation