Introduction

A leading non-banking financial services organization in India was accelerating its digital lending and customer acquisition initiatives in an increasingly regulated financial ecosystem. As customer volumes grew, the organization sought to strengthen compliance, improve onboarding efficiency, and create a more trusted data foundation to support long-term business growth.

Challenge

The client faced duplicate customer entries across systems, fragmented master data, and limited visibility into customer relationships. These challenges slowed onboarding, increased operational effort, and created compliance risks related to AML screening and watchlist validation. Legacy systems lacked the intelligence needed to accurately identify duplicate records and detect non-obvious customer linkages.