Your question is Optimize a Large Data Workflow. 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).
A large pipeline already produces correct outputs, but runtime and cost are too high. You need to improve efficiency without changing business logic, output definitions, or downstream expectations.