GEM helps semiconductor manufacturers gain real-time insights in the overall effectiveness of their factories and production lines, so that corrective actions can be taken in order to boost overall effectiveness and corporate bottom lines. GEM does this through the creation of Industry 4.0 digital twins for the manufacturing machines, such as testers, handlers, probers, etc., adding connectivity and big data analytics required to increase overall equipment effectiveness.