USCIS created the Fraud Detection and National Security (FDNS) Directorate to strengthen the integrity of the nation’s immigration system and to ensure that immigration benefits are not granted to individuals that may pose a threat to national security and/or public safety. In addition, the FDNS Directorate is responsible for detecting, deterring, and combating immigration benefit fraud, hence the creation of the FDNS Data System (FDNS-DS). FDNS-DS NexGen is a case management system, that is planning to use resolved artificial intelligence (AI) / machine learning (ML) entities from other applications to aid in investigative work, enhance investigative case prioritization, and detect duplicate case work. In the future, there are plans to integrate AI/ML into the predictive modeling for future system enhancements, working side-by-side with the business stakeholders to develop best practices. Fraud occurs in numerous ways; being able to discover and detect persons with multiple identities allows for more comprehensive investigations, reduces investigative cycle time, and improves performance . Those basic implementations will speed up processing by several magnitudes. For more information, please visit: https://www.dhs.gov/publication/dhsuscispia-013-01-fraud-detection-and-…