MLOps & operations
Deploy, monitor, retrain, roll back. The unglamorous half that makes it real.
CI for models, metrics that page a person, and a handover your team can run without us in the room. We stay for the first weeks in production, then we leave the keys.
What do you leave behind?
Monitoring, a retrain path, a rollback, and a team that can run it without us in the room.