This paper presents a practical application of an agent-based architecture which has been developed using the methodological framework defined by case-based reasoning systems. The deliberative agents developed within the framework of this research have been used to construct a multi-agent architecture used in an industrial application. The developed architecture is presented together with the results obtained.