This chapter provides a framework in which the operative conditions of existing buildings can be assessed on a probabilistic basis. The decision maker system is able to learn from the expertise it collects during its service. The supporting mathematical tool makes use of a causal probabilistic network (CPN) to represent the knowledge domain.