The organization’s legacy data environment struggled to support growing BFSI data volumes and evolving analytics requirements. Slow ETL processes delayed reporting, while fragmented data silos made it difficult to maintain consistent and governed information. Business teams lacked timely access to trusted data and actionable insights, limiting effective decision-making and self-service analytics. The organization needed a scalable, unified data platform to modernize data processing, strengthen governance, and accelerate analytics.