Data and analytics innovations to address emerging challenges in credit portfolio management - McKinsey

A survey of financial institutions shows that firms have made significant progress during the past several years in using new data and techniques for credit portfolio management, but also demonstrates that challenges remain around technology, talent, and integration of new use cases like climate and environmental, social, and governance (ESG) risk. In recent years, many financial institutions have increased their adoption of data and new technologies to manage credit portfolios. McKinsey and the International Association of Credit Portfolio Managers (IACPM) surveyed 44 financial institutions globally on the latest developments in data and analytics for credit portfolio management.

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