To consolidate data from the Customer’s data sources, DataDesignCenter’s team built the staging layer with the Extract, Transform, Load (ETL) processes. The ETL pipeline enabled data retrieval (either in batches or micro-batches), data cleansing, validation, processing, quality testing, refining, filtering, tuning and master data management.