MPAA has been successful in our initial deployment, earning great feedback, which is reflected in Key Performance Indicator (KPI) improvements. Building on the success of MPPA, we continue process mining, ML, and smart recommendations across the entire life cycle of a deployment project to optimize the complete project time to value. In addition, an automated allocator for project resources is in development to reduce the time and effort for “first time right” resource allocation.