Lip until now, no automated system for these insertion tasks existed. INSYST (INserter SYSTem), we describe here, can efficiently insert lexical items under the appropriate nodes in hierarchies. It currently handles hierarchies specified in the DATR formalism (Evans and Gazdar 1989, 1990). The system uses a classification algorithm that maximizes the number of inherited features for each entry.