Your question is Black-Box vs Interpretable Models. 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).
How do you decide when a black-box model is acceptable versus when an interpretable model is required?