To improve guest data management, we focused on streamlining ingestion and transformation processes to handle large volumes efficiently. We designed a flexible data structure that integrates both operational metrics and guest experience KPIs. By transforming raw feedback into clear, actionable insights, we aimed to enhance service quality. Additionally, we prioritized creating intuitive dashboards that empower non-technical teams to access and act on real-time data, driving informed business decisions.