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Sandeep Mangaraj articles

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Sandeep Mangaraj
Industry Executive, Digital Transformation, Microsoft

AI-driven compassionate lending: Better for banks and customers 

Delinquency rates have been low during the pandemic. However, forbearance, social policies, and fiscal relief are phasing out. Institutions must be prepared for an oncoming bubble of non-performing loans (NPLs). As EY stated in a recent blog post, “With large swathes of retail customers and small-to-medium-sized enterprises (SMEs) expecting to need financial assistance to avoid collections, banks must act now to devise a set of unique debt treatment strategies and solutions.”
Published 

Returning to the workplace: a human-centric approach to building resilient financial services 

This year, every financial services organization has confronted the importance of resilience. In the context of a crisis, we think of resilience as enabling survival. But from a wider perspective, resilience is about easily meeting the future demands of customers. The first article in this series discussed the importance of resilience, which is receiving renewed