Systems, methods, and software described herein provide enhancements for computing platforms. In one example, a computing device is configured to maintain attribute scoring metrics that rate target computing devices in competency among at least a portion of roles defined at least by presently provisioned software elements and hardware elements. The computing device is configured to identify tasks to be serviced using one or more of the roles, and based at least in part on the attribute scoring metrics, determine one or more target computing devices that satisfy the one or more of the roles to handle the tasks. The computing device is configured to transfer at least task instructions for delivery to the one or more target computing devices for performing the tasks using at least one among the presently provisioned software elements and hardware elements associated with the one or more of the roles.