In 2022, around 160 million people in India were credit-underserved. One reason for this is the overreliance on traditional scoring models, which typically consider parameters such as payment history, debt-to-income ratio, and length of credit. However, traditional credit scoring models do not account for an individual’s lack of credit history or other important parameters, including […]
AI-Powered Credit Underwriting: The Four-Step Approach
The adoption of AI in the credit underwriting process is expected to be one of the most significant changes in the lending sector over the coming decade. The technology spend on AI systems in the lending sector, for instance, is expected to increase from $11.7 billion in 2021 to $27.7 billion in 2025. One of […]
From Data to Decisions: AI’s Role in Modern Credit Underwriting
Today, Artificial Intelligence (AI) plays a transformative role across various sectors. In financial services, a recent survey, for instance, indicated that 13% of banks are already leveraging AI in lending operations to boost efficiency and performance. Over 50% of the surveyed banks aim to invest $100,000 or more in machine learning-driven credit models over the […]
How Is Alternative Credit Data Transforming Credit Underwriting?
India’s economic growth hinges on the success of more than 633.9 lakh micro, small, and medium enterprises (MSMEs) which account for nearly 30% of gross value added (GVA) in India’s gross domestic product (GDP). Despite their valuable contribution, access to credit remains one of the major barriers for MSMEs, particularly unorganised MSMEs due to lack […]
Credit Underwriting Made Easy – A Comprehensive Guide
The lending landscape has not moved to digital. However, we are witnessing some industry-wide frictionless lending processes introduced by new tech-savvy market players. As a result, the total size of the lending market in India stood at ₹156.9 Lakh crores in the FY 2022-2021. Based on the trends in 2018-2021, it is a 100% hike […]