There is a need to balance the requirements of new application design and technology provisioning platforms to meet both the demands of clients and new technological environments. This paper introduces a cloud computing provision for a new decision support systems (DSS) solution design. The proposed DSS is based on an intelligent method in which decision/policy makers of the Australian road safety authorities can obtain on-demand monitoring records regarding the behavior of provisional license holding drivers. The study proposes a conceptual framework and possible benefits for deploying a cloud-based DSS service.