In this paper, we discuss the development of an integrated framework dealing with the deployment of logistics software solutions based on ontologies. The system involves the integration of web-services to solve a particular logistics optimization problem. Moreover, it involves the construction and execution of a reasoning engine for an eventual identification of optimal web-services. For instance, we consider the Vehicle Routing Problem and its variants to validate our approach. The framework can support a logistics engineer to query the system and call an optimal web-service in respect of a given logistic problem.