1) Beet Analytics and Soliton Technologies presented machine learning techniques to PAW Manufacturing to optimize manufacturing cycle times. 2) Their process visibility system collects data from machines to determine what is currently wrong, what could go wrong, and where hidden capacity exists. 3) They demonstrated how their system visualizes machine cycle data to detect performance issues before breakdowns and presented a phased approach to apply advanced analytics like predictive failure modeling and root cause analysis.