In this paper we present an experimental expert system shell, KNOWALL!, and demonstrate how it can provide a more "intelligent" solution to classification type problems than do conventional rule-based systems. The shell is based ona new form of representation, known as "inscriptors", specifically designed to store and reason with knowledge in the real-world. Inscriptor-based systems offer a methodology for knowledge acquisition and validation, ease of use and maintenance, and potentially more robust solutions!