Lake Formation is a fully managed Amazon service that facilitates the building, management, and security of AWS data lakes. It helps simplify and automate the complex manual processes typically involved in creating a data lake, including data collection, cleaning, transfer, cataloging, and preparation for processing. It helps you keep your data secure while accessing it for machine learning and analytics use cases.