Data Pipeline

A data pipeline is a managed sequence of steps that move and transform data from sources to destinations such as warehouses, lakes or applications. It encompasses extraction, validation, transformation and loading. The consensus is that resilient pipelines need monitoring, retry logic, idempotency and clear ownership to prevent silent data loss or corruption that undermines downstream analytics and decisions.