The University of Arizona’s Knowledge Map (KMAP) provides enterprise-wide expertise and knowledge portfolios across the institution. Using advanced Machine Learning techniques for synthesizing structured and unstructured data such as publications, proposals, biosketches, social media, and web presence to create profiles for researchers at The University of Arizona, KMAP can identify potential collaborators and subject matter experts. For more information on KMAP visit https://kmap.arizona.edu.