An error occurred while converting the domain to be federated. The AD FS federation service identifier is already in use ...

An error occurred while converting the domain to be federated. The AD FS federation service identifier is already in use by another domain. If you have another domain that uses the same federation service, you need to run the convert command with the SupportMultipleDomains parameter.  This can be done with Azure AD Powershell.