{"slug":"tvs-motor-company-centralizes-sales-and-service-data-on-databricks-to-drive-ai-driven-automotive-experiences","url":"https://findausecase.com/use-cases/tvs-motor-company-centralizes-sales-and-service-data-on-databricks-to-drive-ai-driven-automotive-experiences","title":"TVS Motor Company centralizes sales and service data on Databricks to drive AI-driven automotive experiences","description":"TVS Motor Company used the Databricks Data + AI Platform on Azure, with Delta Lake and MLflow, to centralize siloed sales and after-sales data from 150 different tables into a single source of truth, building ML models for sales-lead classification and predicting service center visits, achieving 2x faster sales-lead follow-up and a 30% increase in customer appointments for bike service.","company":"TVS Motor Company","industry":"Manufacturing","aiCapabilities":["Machine Learning","Predictive Analytics"],"businessFunctions":["Sales"],"technology":["Azure Databricks","Delta Lake","MLflow"],"deployment":"Public Cloud","problemStatement":"TVS Motor's sales and after-sales lifecycle data sat in multiple, difficult-to-access data platforms, causing inconsistent insights across teams; sales teams spent significant time consolidating data instead of developing growth strategy, and the business lacked a consistent view of customer interactions across its website, dealer showrooms and call centres.","solutionApproach":"TVS Motor built a centralized data platform on the Databricks Data + AI Platform on Azure, using Delta Lake for fast, scalable pipelines and MLflow to simplify model development and deployment, to create a single source of truth for prospect and retail engagement data and develop ML models for sales-enquiry lead classification and predicting service centre visits.","businessValue":"The centralized platform delivered 2x faster sales-lead follow-up and a 30% increase in customer appointments for bike service, and TVS Motor demonstrated return on investment for Databricks within 18 months.","evidence":{"band":"high"},"sourceUrl":"https://www.databricks.com/customers/tvs-motor-company","dates":{"publishedAt":"2026-10-05T05:48:16.490Z","publishedAtSource":"pipeline","updatedAt":"2026-10-05T05:48:16.490Z"},"license":"Open for reading and citing with a link to https://findausecase.com/use-cases/tvs-motor-company-centralizes-sales-and-service-data-on-databricks-to-drive-ai-driven-automotive-experiences. Bulk republication requires permission."}