I surveyed 74 knowledge engineers from private organizations to examin
e empirically the state of expert systems in these organizations. I as
ked the knowledge engineers to rate issues related to successful imple
mentation, the extent of use in several areas, the original motivation
s for implementation, the perceived and quantified benefits of impleme
ntation, the interactions with end users, and the knowledge acquisitio
n techniques they used to aid development. I report the results and de
scribe some specific expert systems that the respondents' organization
s have developed and are currently using.