This paper summarizes our experiences gained from several industrial advisory applications that were developed with the knowledge-based ADVISOR SUITE framework over the last years and gives an outlook on future extensions of the presented system. In the ‘experiences’ section of the paper, we first address aspects related to the development of such applications, such as knowledge engineering, so...