Your question is Integrate ML Into Application. 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).
Discuss how you would integrate a machine learning model into an existing application at Datadog.
Explain the production data pipeline, model-serving interface, feature computation, deployment strategy, rollback approach, and monitoring required to operate the integration reliably. Address data quality, latency, model versioning, inference failures, and how Datadog observability would detect regressions.
