Working with Azure data services it is nearly impossible to ignore Azure AD; we can use it simply for logging in to specific services like Azure SQL or Azure Data Lake, but also for setting up OAuth token authentication for a service like Databricks. Unfortunately, most of the time we notice bumping into Azure AD when things aren't working as expected.