The authors have developed an expert system for the analysis of variance to provide guidance to the data analyst on preparing data, selecting statistical methods and choosing computer programs. This system queries the user on the type of data, sampling method and design considerations. It then suggests an appropriate analysis of variance routine and statistical package. The system provides help in understanding the computer output and with model evaluation. The primary user is a scientist with some knowledge of statistics. This system gives the user easy access to statistical expertise and frees the consultant from some important but routine tasks. It may also be a tool to train users and statistical consultants. A significant benefit of this exercise was an increased understanding of the statistical strategies used by consultants and the complexity of the statistical consulting process between humans. This paper will focus on the problem formulation, acquisition of the knowledge base, the model structure and educational benefits.