A leading international bank headquartered in New York set out to modernize its loan evaluation process using AI-powered credit scoring. Offering a broad portfolio of personal, corporate, wealth, and investment banking services, the institution operates across major global markets and is known for innovation and stability. Despite its strong position, the bank recognized limitations in traditional credit assessment methods. Existing processes lacked the ability to fully leverage unstructured data such as customer emails and text interactions, reducing accuracy and speed in loan decisions. The bank aimed to enhance borrower evaluation, reduce risk, and improve decision quality by integrating AI-driven insights from diverse data sources.

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