Introduction

A leading financial services organization operating through multiple group companies was focused on improving data-driven decision-making and regulatory alignment. As the business scaled, the need for consistent, accurate, and unified customer data became critical to support operational efficiency, compliance, and customer-centric initiatives.

Challenge

The client’s customer data was distributed across five group companies, with both active and inactive records creating duplication and inconsistencies. The absence of standardized data quality processes limited visibility and impacted downstream systems. Fragmented data, lack of defined quality metrics, and inconsistent formats posed challenges in achieving reliable analytics, compliance readiness, and enterprise-wide data governance.