Your question is Maintaining Performance at Scale. 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).
What is your strategy for maintaining performance in a high-volume, data-heavy system?