A leading US-based financial services firm encountered challenges in efficiently ingesting and transforming data from various RDBMS sources. Manual processes, inconsistencies, and performance bottlenecks hindered their data-driven initiatives. The firm sought a robust solution to automate data ingestion, enhance security, and improve data quality.