Data pipelines formulate the foundation for effective business intelligence. A robust pipeline ensures reliable data, optimized to support strategic decision-making. Deploying a multi-stage pipeline involves stages such as data ingestion, transformation, cleansing, and loading into a suitable data repository. This promotes data integrity and acces