A system for processing a suspended beef carcass as the carcass is moved along a defined path. A robotic arm is carried on a moveable table and has mounted thereon a servo motor-driven band saw capable of effecting a splitting operation on the beef carcass. The band saw is counterbalanced by a mass having a weight less than the weight of the band saw, and the robotic arm has a maximum load-carrying capacity less than the weight of the band saw. A torque monitor for the servo motor detects breaks in the band saw or breaks in the support for the band saw. A vision-based sensor system detects location of a tail bone on the beef carcass. The system includes a controller in communication with the carcass rail, the carcass processing device and motor, and the vision-based sensor system.