enable headless RDP / GUI for RHEL 10 running in Azure

I need to enable GUI/RDP access to a RHEL10 server running in Azure. SSH access via Bastion is working.

xrdp is not supported for RHEL10

the configuration recommended by RedHat assumes that I already have console/GUI access to my RHEL10 instance

(here: https://docs.redhat.com/en/documentation/red_hat_enterprise_linux/9/html/getting_started_with_the_gnome_desktop_environment/remotely-accessing-the-desktop-as-a-single-user_getting-started-with-the-gnome-desktop-environment)

I have gnome-remote-desktop installed but it doesn't want to start due to TPM issues, i can't configure the generated certificate for the 'gnome-remote-desktop' user

Has anybody managed to get this to work?