We work with teams of every size, from founders shipping a first product to enterprises modernizing complex systems.
Every engagement is built to the same bar: secure, scalable, and maintainable long after we hand it over.
Put models to work inside the systems you already run.
Software designed for scale, audit, and a long service life.
Turn scattered sources into one reliable layer.
Well-defined interfaces between the systems that need to talk.
We choose the right tools for the problem rather than forcing a favorite. Most of our work lands in the systems you already have.
Don't see your stack? We probably work with it — ask us.
Tell us where you are and what you need. We'll point to the engagement that usually fits, and you can take it from there on a call.
We learn your systems, constraints, and what success looks like. Usually a week or less.
Architecture, scope, and a timeline you can hold us to. Written down, agreed, no surprises.
Senior engineers ship in short cycles with reviews, tests, and demos you can see.
Monitoring, maintenance, and steady improvement for as long as you need us.
A 6-person team needed an LLM feature shipped before their next raise, without hiring an ML engineer.
A 4-week fixed-scope build: retrieval over customer data, evaluation harness, and cost guardrails.
Shipped on schedule; feature cited in the Series A deck. [metric placeholder]
Operations data lived in spreadsheets, two ERPs, and vendor portals. Reporting took a week.
Ingestion pipelines with schema contracts, a unified warehouse, and APIs for downstream tools.
Same-day reporting; the retainer now covers monitoring and new sources. [metric placeholder]
A 20-year-old settlement engine blocked cloud migration and every new integration.
Discovery Sprint, then a dedicated team: strangler-pattern services in C# and Java behind a governed API gateway.
Zero-downtime cutover; audit passed first time. [metric placeholder]
“They shipped our AI feature in four weeks and left us with code our own team could actually maintain. Placeholder quote.”
Thirty minutes with a senior engineer, not a sales rep. We'll listen, ask a few questions, and tell you plainly whether we're a fit.