Home > Case Studies > Enterprise Lakehouse Transformation: Indian Bank Accelerates Insights by 98% While Strengthening Compliance

Success Story

Enterprise Lakehouse Transformation: Indian Bank Accelerates Insights by 98% While Strengthening Compliance

The Client

A leading Indian private sector bank delivering retail, corporate, and digital banking services with strong focus on innovation and customer experience.

The Challenge

  • Data fragmented across 120+ systems causing slow, stale insights
  • 1.5 petabytes of high-risk PII data lacking proper governance
  • Manual controls and weak data quality eroding compliance  (DPDP/PII) confidence and slowing regulatory reporting
  • Reduced trust in data due to quality issues and inconsistent definitions

The Impact

  • Achieved 98% faster insights – from 30 hours to less than 45 minutes – across 1,200+ dashboards and reports
  • Customer 360 resulted in 7% uplift in cross-sell and upsell
  • Instilled higher confidence in data through governed data and consistent definitions
  • Strengthened compliance posture through automated governance and audit capabilities
  • Reduced operational costs while completing transformation in 15 months
  • Achieved 50% faster data-driven credit assessments

The Solution

  • Designed and built a new Enterprise Data Platform using a modern Lakehouse design, for faster access and decision making
  • Connected 120+ data systems – finance, marketing, risk, digital and external data sources – to ensure data completeness and accuracy
  • Standardized data layers with medallion architecture (Bronze – Silver – Gold) aligned to raw, cleansed and business-ready datasets
  • Implemented comprehensive governance, lineage tracking, and automated monitoring controls
  • Established secure datamarts with DevOps pipelines, higher data quality and PII protection aligned to DPDP
  • Created a unified Customer 360 view by integrating data from digital channels, transactions and CRM systems

 

Industry

Banking and Financial Services

Region

South Asia & Africa

Company Size

~50,000

98%

faster insight delivery

1200+

dashboards built and supported

7%

improvement in cross sell and upsell

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