Deploying SRSS reports in ax 2012 can be really painful now. 

Follow this steps when creating a new field for the SRSS data source, since it can lead to some issues:
  1. Before adding the field, close visual studio SRSS design tab
  2. Refresh the datasource
  3. Then reopen the SRSS design tab