Expert systems hold great promise for technical application areas such as medical diagnosis or engineering design. They are, we argue, less promisingfor management applications. The reason is that managers are not expertsin the sense of possessing a formal body of knowledge which they apply.The limitations of artificial intelligence approaches in managerial domainsis explained in terms of semantic change, motivating attention towardmanagement (decision) support systems.