This Policy Analysis Exercise examines the use of artificial intelligence and big data in Dubai Government human resources management, highlighting the key challenges and opportunities associated with their adoption. It proposes an integrated framework for policy development, digital capacity building, and data integration to enhance institutional performance and support government entities’ readiness for the future.