The alarms, the stalled AI pilot, the spreadsheet nobody trusts. Find the right Pythian service across eight buying paths—and know who keeps it running after launch.

The model is rarely what keeps an AI pilot from becoming daily work. The missing layer is the data foundation, workflow engineering and round-the-clock operational discipline that makes intelligence dependable.
A TrueFoundry case study on ExamRoom.AI, an AI-first assessment platform that runs 60+ distinct AI solutions across exams that can last up to 28 hours. After an object-detection model that passed local testing failed in production, ExamRoom.AI moved off hand-managed Kubernetes onto TrueFoundry's deployment platform and AI Gateway. Deployment dropped from six days to under two hours, the platform scaled from a handful of test users to 500,000 in production, and three ML Ops engineers were freed from cluster babysitting to build product.