Can't Change RDWorkSpaceName

Had to uninstall my RDS services and reinstall. When I try to change the WorkSpace name through powershell I get this error.

Set-RDWorkspace : Failed to update the workspace on RD Connection Broker server RDS.DOMAIN.COM.
Error: Exception calling "Put" with "0" argument(s): ""
At line:1 char:1
+ Set-RDWorkspace -Name "My Company"
+ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
    + CategoryInfo          : NotSpecified: (:) [Write-Error], WriteErrorException
    + FullyQualifiedErrorId : Microsoft.PowerShell.Commands.WriteErrorException,Set-RDWorkspace

Any ideas? I am running powershell as admin.

Thanks, The_Techguy