The Lotus Knowledge Discovery System from IBM uses several leading-edge tec
hnologies to systematically create associations between corporate expertise
and information resources, personalize and organize knowledge for individu
als and communities, and provide a place for teams to work, make decisions,
and act. It also creates a searchable index, computes document values, and
provides a search-and-browse user interface. This paper describes the tech
nology behind the knowledge management components of the product and descri
bes the experience of the United States Joint Forces Command, one of the pr
oduct's earliest adopters. The Joint Forces Command combined a new knowledg
e management methodology with the software tools, and the Lotus team gained
valuable deployment experience in the process.