Hi @David Swift
Welcome to Microsoft Q&A! Thanks for posting the question.
Can you please check if you have Cognitive Services Usages Reader + Cognitive Services Contributor permissions. You should be able to deploy your model with these permissions. Please refer to the document for details.
Please let me know if you have any questions.
Thanks
Saurabh