Machines are not Onboarding? Lack of inventory information

We have had a few computers in our system refuse to Onboard because of the following message:

This device is missing the following required pieces of information:

  • Computer Info

I believe this is failing our JoinAzureAD and Set Machine Name onboarding fields. Is anyone else having this problem?