First, we review different theories and interpretations of causality-philosophical, probabilistic, statistical, logical, sociological, psychological, linguistic, and AI based. We then present the research objectives and the methodology used in the development of CAMUS. The description of the operation of the system is followed by some details of the implementation and of an application.