Your question is Online vs Batch Architecture. 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 the architectural considerations for an online inference service versus a batch processing system.