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Debug Production Model Underperformance

HardModel Evaluation00:00
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Your question is Debug Production Model Underperformance. 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).

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Problem

Scenario

You've shipped a model that looked strong in offline testing, but its production performance is now below target. The team wants you to figure out why the gap exists and what to check first.

Question

How would you approach a situation where your model is underperforming in production?