Your question is Batch vs Stream Processing Trade-offs. 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).
You're planning a new data pipeline and need to choose between scheduled batch jobs and event-driven streaming. You want to compare the operational and design implications before committing to one approach.
What are the trade-offs between batch processing and stream processing?