AI that does the unglamorous work.

No. We start from a workflow that's costing you hours, then build the smallest reliable system that removes it, grounded in your data, with evaluation, guardrails and human review where it matters. If an off-the-shelf tool solves it better and cheaper, we'll point you there instead and not charge you.

It will, occasionally, so we design for it. Test sets measure accuracy before launch, guardrails constrain what the system can do unsupervised, and anything high-stakes routes to a human. We'd rather ship something narrow that's reliable than something broad that isn't.

You do. The code, the prompts, the evaluation sets and the documentation. We build on your infrastructure and accounts wherever possible.

We scope data handling before writing anything, use providers with no-training guarantees on business tiers, and keep sensitive data out of prompts where it isn't needed. For regulated industries we work to your compliance requirements, tell us early, because it shapes the architecture.

Most first systems ship in four to six weeks. We deliberately start narrow: one workflow, done properly, in production and earning its keep before we expand.