We have recently completed the development of a speech recognition system for telephone-service orders. The system handles American English speakers over common telephone links and does not require any enrollment. Our system is presently being deployed in a GTE service area for a field trial to take place during the second half of 1994. The initial application for the system is the automation of telephone-service-disconnect orders. In this paper, we describe the functional capabilities of the system and discuss some technical issues related to our development approach.