This Azure data factory architecture diagram represents the azure data factory solution. Azure Data Factory is a managed cloud service designed for this difficult hybrid extract-transform-load (ETL), extract-load-transform (ELT), and data integration projects. This Azure data factory architecture diagram enables you to design data-driven workflows to orchestrate data movement and transformation at scale. You can use Azure Data Factory to create and schedule data-driven workflows (known as pipelines) that can ingest data from multiple data stores. Azure Data Architecture is a collection of services and tools that enable us to collect and process data using cloud computing. It comprises components for storing data (databases, data warehouses) and components for processing data (e.g., Virtual Machines).