1. A method implemented in a non-transitory machine-readable storage medium and processed by one or more processors configured to perform the method, comprising: interrogating a resource infrastructure to acquire resource identities for resources within the resource infrastructure and to determine a stage of readiness for each resource within the resource infrastructure; managing policy specifications assigned to workload identities for workloads and assigned to requestor identities for requestors of the workloads; and dynamically provisioning the resources for handling the workloads based on: requests from the requestors, the stage of readiness for each of the resources, enforcement of the policy specifications, and the resource identities within the resource infrastructure.