As organizations grapple with increasingly complex identity ecosystems, the integration of Machine Learning (ML) and Artificial Intelligence (AI) into Identity Governance and Administration (IGA) is becoming essential to meet the demands of compliance, scalability, security, and efficiency. This presentation will examine how ML and AI technologies can streamline IGA processes, improve decision-making, and reduce risks through enhanced identity management and automation.