services

Six shapes of AI system.

One-page spec, fixed price, weekly demos. If it won't fit on a page, we scope it smaller. Pick a shape below or see how we work.

AI copilots.

Chat interfaces with tool-use, wired into the systems your team already runs. They read your data, draft the work, hand it back.

Retrieval that survives production. Eval harness from day one, so answers stay grounded when the corpus changes.

Tool-use loops with guardrails, human-in-the-loop checkpoints, and evals that catch drift before your users do.

Low-latency voice agents for intake, dispatch, and field use. Built for noisy rooms, not demo stages.

Job runners, schedulers, and event-driven pipelines that move work through your stack without a human in every loop.

Model-Context-Protocol bridges that let Claude reach into the tools your team already uses — typed, audited, revocable.

→ open a line

30-minute call. We map your problem to the shape that fits — or tell you it doesn't.