{"slug":"virgin-australia-modernizes-data-infrastructure-on-databricks-to-improve-baggage-handling-and-loyalty","url":"https://findausecase.com/use-cases/virgin-australia-modernizes-data-infrastructure-on-databricks-to-improve-baggage-handling-and-loyalty","title":"Virgin Australia modernizes data infrastructure on Databricks to improve baggage handling and loyalty","description":"Virgin Australia replaced a constrained on-premises data warehouse with the Databricks Data + AI Platform, implementing a Delta Lake medallion architecture with MLflow and Unity Catalog to power recommendation engines and propensity models, achieving a 75% increase in real-time data availability, 50% decrease in data ingestion time, 90% faster ML model deployment, and a 44% reduction in mishandled baggage.","company":"Virgin Australia","industry":"Travel & Hospitality","aiCapabilities":["Predictive Analytics","Generative AI"],"technology":["Databricks Data + AI Platform","Delta Lake","Unity Catalog","MLflow","Power BI","Databricks Assistant"],"deployment":"Public Cloud","problemStatement":"Virgin Australia's data was siloed and managed separately across teams, and a constrained legacy on-premises data warehouse with disparate ETL tools caused inconsistent information, communication gaps and slow operational decision-making.","solutionApproach":"Virgin Australia implemented the Databricks Data + AI Platform on AWS with a Delta Lake medallion architecture (bronze/silver/gold layers), replaced SAS with MLflow to manage the ML lifecycle for recommendation engines and propensity models, added Unity Catalog for governance and federated queries, and plugged in Power BI for reporting and Databricks Assistant/Genie Code to boost productivity.","businessValue":"Virgin Australia achieved a 75% increase in real-time data availability, a 50% decrease in data ingestion time, 90% faster deployment of ML models, and a 44% reduction in mishandled baggage.","evidence":{"band":"high"},"sourceUrl":"https://www.databricks.com/customers/virgin-australia","dates":{"publishedAt":"2026-10-05T05:48:25.796Z","publishedAtSource":"pipeline","updatedAt":"2026-10-05T05:48:25.796Z"},"license":"Open for reading and citing with a link to https://findausecase.com/use-cases/virgin-australia-modernizes-data-infrastructure-on-databricks-to-improve-baggage-handling-and-loyalty. Bulk republication requires permission."}