Where is the Remote Desktop Session Host Configuration tool in Server 2012 ?

What, exactly, is the logic behind making the GUI unavailable unless your server is on a domain?

I really don't want to have to train a few hundred store managers and warehouse IT staff on the various usages of PowerShell, just sayin'.