The Army has a need to enhance the current tactical enterprise resource planning (ERP) system, Global Combat Support System âArmy (GCSS-A), to improve UX for enhanced accuracy and efficiency of data input and modernize with artificial intelligence and machine learning (AI/ML) for robust analytics and course of action (COA) recommendations. The proposed Logistics Enterprise Enhancement Platform (LEEP) will reduce user cognitive workload for accomplishing tasks exacerbated by the number of steps for end-to-end business processes and memorization of multiple SAP transaction codes, improve data entry efficiency and accuracy through improved UX, and improve decision-making processes by utilizing descriptive, predictive, and prescriptive analytics. Modus Operandi, Inc., a company that provides living intelligence solutions to improve decision-making across the Department of Defense, has teamed with Tektonux LLC, a company that is revolutionizing user experience that prioritizes human purpose in a digital world, to deliver an innovative LEEP. LEEP will accurately model domain data via applied ontologies to semantically align concepts, prepare the data for optimal ML processing, and design an enhanced UX for ideal usability and function