While trying to connect from RDP client the error appears:
Permissions issue. User is not a member of the "Remote Desktop Users" local group of the terminal servers.
On the server side:
Go to System > Remote settings > at the System Properties switch to Remote tab > Select Users > add an appropiate user or group in the list and apply the settings.