Data pipelines construct the foundation for effective business intelligence. A robust pipeline ensures reliable data, streamlined to support data-driven decision-making. Utilizing a multi-stage pipeline includes stages such as data ingestion, transformation, cleansing, and loading into a suitable data warehouse. This guarantees data integrity and