An Extract, Transform, and Load (ETL) tool extracts data from one or more sources, transforms it into a format for analysis, and loads it into a target system such as a data warehouse or a data lake. These tools ensures that data is accurate, consistent, and reliable and typically used for batch data processing but are not designed to handle real-time data processing.