At the core of Teradyne’s Analytic Management Platform (AMP) is the UltraEdge2000 server, capable of executing Machine Learning models during device test. A key component to this solution is a transparent multisite use model that matches IG-XL to make it seamlessly integrated into IG-XL. This paper will discuss the multisite implementation of the UltraEdge instrument and best practices to be followed when developing and deploying machine learning models on UltraEdge2000 from an IG-XL test program.