Lollipop Android: How multi-account works on smartphones / tablets?

Google had long promised, Lollipop was to install multiple accounts on an Android device and switch from one to another very easily. This feature was in fact already for tablets, and only for them, in the latest versions of Android. But switch users, or simply to set up another was painful. More