Microsoft is updating Remote Desktop Preview for Windows Phone 8.1 users with Azure RemoteApp support. In this update, you now have the ability to add an account to access resources made available to you by your admin through Azure RemoteApp. This is in addition to the ability to add PCs you want to access remotely.
Read about the update in detail here.
Download the update here from Windows Phone Store for free.