{"slug":"the-swing-creates-a-smoother-driving-experience-with-databricks","url":"https://findausecase.com/use-cases/the-swing-creates-a-smoother-driving-experience-with-databricks","title":"THE SWING creates a smoother driving experience with Databricks","description":"Korea's personal mobility provider THE SWING adopted the Databricks Data + AI Platform, including Unity Catalog and AI/BI Genie, for fleet management, IoT optimization and data governance, cutting data analysis time by 30%, reducing operating costs by 40%, and increasing revenue 20% through AI-driven vehicle location and relocation insights.","company":"THE SWING","industry":"Retail","country":"South Korea","aiCapabilities":["Generative AI","Predictive Analytics"],"technology":["Databricks SQL","Delta Lake","Agent Bricks","Unity Catalog","MLflow"],"deployment":"Public Cloud","problemStatement":"THE SWING's legacy system, which extracted unstructured data from AWS for analysis in BigQuery, consumed excessive resources and delayed decision-making as its growing fleet, frequent vehicle relocations and new services outpaced the system's ability to scale.","solutionApproach":"THE SWING adopted the Databricks Data + AI Platform, using Databricks SQL for structured queries and reporting, Databricks Notebooks and MLflow for exploratory analysis and ML model management, AI/BI Genie to translate natural language questions into SQL queries, real-time IoT data processing via Apache Spark Streaming and Kafka, and Unity Catalog to centralize data access controls.","businessValue":"THE SWING reduced data analysis time by 30% and eliminated labor-intensive conversion tasks, contributing to a 40% reduction in operating costs, and increased sales by 20% through integrated marketing strategies informed by the data. The company anticipates a 70% reduction in IoT log processing time compared with their legacy system, further streamlining operations.","evidence":{"band":"high"},"sourceUrl":"https://www.databricks.com/customers/swing","dates":{"publishedAt":"2026-09-11T09:03:50.060Z","publishedAtSource":"pipeline","updatedAt":"2026-09-11T09:03:50.060Z"},"license":"Open for reading and citing with a link to https://findausecase.com/use-cases/the-swing-creates-a-smoother-driving-experience-with-databricks. Bulk republication requires permission."}