In this paper we introduce our departments organizational and technical infrastructure for knowledge-intensive and weak-structured processes: A framework for Knowledge Management in the case of projects in Knowledge Discovery in Databases (KDD). It is based on the experience factory approach and the method of case based reasoning. We introduce both approaches in the context of knowledge management, derive application-areas and introduce our realization for projects in knowledge discovery in databases.