Business intelligence capabilities were significantly enhanced by delivering advanced reports through AWS Redshift. Key metrics and operational data were consolidated and visualized in real time, supporting faster and more informed decision-making. Additionally, global Guest Experience Survey (GES) results were integrated into reporting systems, offering a unified view of customer satisfaction and operational performance across all touchpoints.