What is Amazon Data Pipeline? Amazon Data Pipeline is a web service that enables you to process and transport data across AWS computing and storage services, as well as on-premises data sources, in a reliable manner. It automates the extraction, transformation, combination, validation, and uploading of data for further analysis and display. It can handle many data streams at the same time and delivers end-to-end speed by removing mistakes or overcoming delays.