Single- and multi-agent systems that complete real tasks, not scripted demos.
Retrieval pipelines built on your proprietary documents, not generic web knowledge.
Domain-specific models trained where a general model falls short.
Multi-stage workflows that know when to hand off to a person.
Observability dashboards that catch drift before your customers do.
Load testing, error handling, and rollback plans before launch day, not after.
The same arc for every engagement — advisory first, build second, operate always.
Free 45-minute call. We audit what you have and tell you honestly what's worth building.
Fixed price, fixed scope, fixed timeline — no surprises later.
Working software every two weeks, not status decks.
Full handover — docs, runbook, keys. Stay on retainer if you want us operating it.
Production systems we've shipped — real numbers, real clients.
We've been writing production AI code since long before most agencies had a practice. Every system ships with an evaluation suite, not just a demo video.
Discovery calls run thirty minutes, and they're free.