Your question is Cloud-Native vs On-Prem Storage. 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).
Explain your experience with cloud-native data storage solutions versus on-premises legacy systems. Compare cloud object storage, lakehouse formats, managed warehouses, relational databases, and Hadoop-based platforms across scalability, cost, security, availability, governance, and operational effort. Describe how you would assess migration readiness, preserve data quality and lineage, support batch processing and backfills, and operate a hybrid architecture during transition.