AI’s impact on data management is rapidly moving from experimentation to practical application in managed travel. This session explores real-world use cases, from dashboards and forecasting to leakage detection and operational efficiencies. Panelists will discuss how organizations are navigating governance, security concerns and internal barriers while distinguishing between enterprise-led initiatives and individual adoption. Walk away with practical ideas for applying AI and data management to support smarter reporting and faster travel program decision-making.