Data pipelines construct the foundation for effective business intelligence. A robust pipeline ensures accurate data, optimized to support informed decision-making. Utilizing a multi-stage pipeline includes stages such as data ingestion, transformation, cleansing, and loading into a suitable data repository. This promotes data integrity and access