A system may receive parameters for provisioning a resource object and may select network resources that correspond to the resource object based on the parameters, inventory information, and configuration information. In addition, the system may configure the selected network resources in accordance with the parameters and may monitor the selected network resources to obtain information on the selected network resources. Further, the system may update the inventory information and the configuration information based on the obtained information to reflect changes in state and configuration of the selected network resources.