Hi Ann,
Thank you for the suggestion as it lead me to find the issue. Our SonarQube instance is using IIS as a reverse proxy and while these steps had been done before, I had to do Step 1 from this linked post as for some reason it was now checked.
This is now resolved.
Thanks again, Elias