Neural Flow is an on-premise advanced software platform designed to optimize the performance of continuously stirred tank reactors (CSTR). By synergistically combining Artificial Intelligence and Process Engineering knowledge, we create an advanced predictive analytics software tool. Designed by a veteran team of chemical engineers and data scientists with extensive experience in the process industry, Neural Flow platform has been proven to increase production yield and efficiency, and reduce the dependency on the human factor. Neural Flow software platform continuously gathers and analyzes the data from the reactor sensors, control systems and product laboratory results. Based on machine learning methods, the comprehensive analysis inferences, turns the regular process into the predictive process, and ensures the product to be highly repeatable. Neural Flow is an Industry-4.0 startup, established within MGT Liquid & Process Systems Group.