Data pipelines formulate the foundation for effective business intelligence. A robust pipeline delivers consistent data, streamlined to support strategic decision-making. Deploying a multi-stage pipeline encompasses stages such as data ingestion, transformation, cleansing, and loading into a suitable data repository. This guarantees data integrity