Disabling RDP isn't an unreasonable security policy given the number of historical vulnerabilities tied to it. Since what you said of the IT team makes them sound like they are just checking boxes... how strict are they about installation of additional software? Have you considered using VNC instead of RDP? Also... did they disable the "request assistance" app? You could try using that as a back door way to RDP onto the device.