In various example embodiments, systems and methods for administering machine access to a cloud service are presented. A first device or machine can access an enrollment service in a cloud environment using user-based credential data. The enrollment service can request registration of the first device with an authorization service. If the authorization service accepts the request, then the authorization service can provide credential data for the first device to use to access one or more cloud-based services. In an example embodiment, a third party application provides devices and an enrollment service with credential data that can be used to facilitate device enrollment with cloud services.