This chapter reports on empirical findings from case studies in two large companies on the in-house deployment of small expert systems. The analysis focuses on the rationale of organisational practices during the stages of system design, field transfer and use. The results show the importance of integrative approaches to technical and organisational aspects of expert system development projects and methods.