Database, Data Engineering, Data Lake, Data Lakehouse.
first had to be pre-processed, including pre-aggregation and denormalization in Hive, before moving to PostgreSQL for reporting and dashboards. This process was complex and a waste of computing and storage resources, locking the data into a rigid single-view format: any schema change required