AI infrastructure & developer tooling

Ship AI systems that actually hold up in production.

We advise and build alongside engineering teams — turning model experiments into reliable infrastructure, sharp developer tooling, and shipping velocity you can measure.

Book a scoping call See how we work

Fixed-scope engagements. Senior engineers only. No junior hand-offs.

What every engagement guarantees

We're a focused practice, not an outsourced factory. These are the commitments we hold ourselves to on day one.

Senior engineers, always

The person scoping your problem is the person writing the code. No layers, no dilution.

You own everything

Code, infrastructure, and documentation are yours. We build to hand off, not to lock you in.

Measured outcomes

Every engagement defines success up front — latency, cost, reliability, or dev velocity.

Services

Where we plug into your stack

AI infrastructure

Production-grade model infrastructure

Inference pipelines, evaluation harnesses, retrieval systems, and cost controls designed to survive real traffic — not just a demo notebook.

Serving & scaling architecture
Eval + observability pipelines
Cost and latency optimization

Developer tooling

Internal tools your engineers actually use

We design and build the CLIs, SDKs, and workflow tooling that cut friction out of your team's day — measured in shipping velocity, not vanity features.