Modus Operandi proposes a collaborative web-based architectural management tool to provide as an additive to another Modus developed technology that parses and ingests requirements documents, spreadsheets and integrates with other modeling and requirements tools such as DOORS. MAAM (Machine learning Automated Architectural Modeling) will provide a comprehensive solution that pulls together current and new design artifacts to establish a baseline system of systems architectural model in System Modeling Language (SysML) or Unified Modeling Language (UML). The system will be knowledge graph-backed for object-based modeling and continual data capture, providing the ability to serve many different views and metrics. The initial Phase I will include a feasibility study to determine the optimal technology mix to design, develop, and implement the capability, decreasing the overall time to reveal and understand all factors impacting a complete architectural design characterization at the highest system level. Approved for Public Release | 21-MDA-11013 (19 Nov 21)