An effective applied policy configuration associated with a selected policy resource is created responsive to a selection of a policy resource within a service policy visualization interface based upon results of programmatic introspection of the selected policy resource. The effective applied policy configuration includes correlated and combined effects of service policies identified by the programmatic introspection as attached to the selected policy resource within a resource hierarchy associated with the selected policy resource. The effective applied policy configuration associated with the selected policy resource, including the correlated and combined effects of the attached service policies, is displayed within the service policy visualization interface.