As a part of tri-campus efforts for increasing capacity for community engagement, partners across the University of Washington sought a way to improve the documentation and assessment of community engagement. They approached the eScience Data Science & AI Accelerator program seeking tools for this purpose and found unexpected insights in the process. During this collaboration, eScience Senior Social Scientist Anissa Tanweer and Community Engagement & Leadership Education (CELE) Center Community Engagement Analyst Afomia Assefa quickly realized that they could not immediately…