For applications that involve rapidly changing textual data and also require traditional DBMS capabilities, current systems are unsatisfactory. In this paper, we describe a hybrid IR-DB system that serves as the basis for the QUIQConnect product, a collaborative customer support application. We present a novel query paradigm and system architecture, along with performance results.