I don’t have any feedback or information if the integration with Azure Web services has been already done successfully or not, using the existing Web Services features available on the Agile Platform. So at the moment, I can't say if it's supported or not.
Do you have a WSDL endpoint to check if at least the web services are imported successfully? I couldn't find any on the Azure web site.
Miguel Simões João