With a data lake, sources upload raw data in whatever format they see fit, and downstream consumers of this raw data are expected to know how to process the information. With a data warehouse, the warehouse itself is a structured data store. Microservices pushing data to the data warehouse need to know the structure of the data warehouse—if
