Your question is End-to-End ML System Design. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Design a system to train, deploy, and maintain an Observe.AI ML service for a specific application, including evaluation and monitoring.