AI that reaches production

A focused agent deployed into an existing workflow typically runs six to ten weeks from discovery to production. Larger platform work runs in quarters. We scope the first measurable outcome deliberately small so you see value before committing to the full roadmap.

Usually less than people fear. Many agent and RAG projects work from documents and existing systems rather than a warehouse. Where data genuinely blocks progress, we say so and start with a data readiness assessment instead of billing you for a model that cannot work.

Whichever fits the constraint. Commercial APIs where speed and quality matter, open-weight models where cost, privacy or on-premise deployment matter. We design so the model can be swapped without rewriting the system around it.

You do — code, prompts, configuration and documentation. We build so your team can operate and extend the system without us.