Patents Assigned to Vital4Data, LLC
  • Systems and processes for contextualized entity resolution and sentiment analysis in adverse media screening
    Patent number: 12481667
    Abstract: An adverse media screening system for automatically processing and analyzing vast amounts of unstructured data to provide accurate, contextually relevant adverse media screening may utilize one or more computing devices equipped with processors to implement advanced machine learning and natural language processing models. These models may assess the context and sentiment associated with entities mentioned in various media sources, enhancing the specificity and accuracy of screening processes.
    Type: Grant
    Filed: February 12, 2025
    Date of Patent: November 25, 2025
    Assignee: Vital4Data, LLC
    Inventors: Kellan Williams, Amy Barbieri, Scott Stafford, Michael Franks