Okay I've changed the invoke web service option to include a bearer token (generated from Azure) and the URL to be the endpoint of the Azure application.
I'm now getting a Status Code 200 response (which I assume is good) but I'm getting the following:
WebServiceResponse:
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WebServiceResponseHeaders:
