Part 2/7:
Most organizations today rely on data warehouses or data lakehouses for their data management needs. These systems typically utilize Extract, Load, and Transform (ELT) or Extract, Transform, Load (ETL) processes to prepare data for analysis. While effective, these pipelines often require significant time and effort, involving extensive preparation and modeling to make data usable.