Your question is Integrating ML into IT Infrastructure. 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).
Describe how you would integrate machine learning models into existing IT infrastructure.
Explain how you would assess the current environment, select an integration pattern, and connect training, deployment, inference, and monitoring components. Address both online and batch use cases, security, reliability, scalability, and how you would manage model updates without disrupting existing services.
