Our standard cloud data warehouse implementation involves developing the appropriate roles and permissions for users, setting up your platform using best practices, and bringing all of the data you need into the platform in its raw form. From here, the appropriate data constructs are created to meet the various consumers of the data. For example, we may build a data model that will provide an executive with a high-level view of the core business metrics and drill-down views for department leaders while for  a data scientist we would structure access directly to the raw data.