AI Labs & Incubation

Almost never. We work incrementally around what you already run, extracting interfaces and migrating in phases so the existing system keeps serving users while the new one takes over piece by piece.

That is what the assessment establishes. We map your current architecture, data and constraints first, and if the approach will not hold in your environment we say so before anyone commits to a build.

Discovery is fixed-price and ends with a costed roadmap. Build phases are then priced per phase against defined outputs, so you are never approving an open-ended budget.

You do — code, infrastructure definitions, any trained models, and the documentation. All of it lands in your own repositories and cloud tenancy as we go.

Monitoring, alerting and agreed response targets are part of delivery. Where we also run the platform under managed services, we are the ones on the other end of the alert.