AI-BASED CREDIT SCORING AND FINANCIAL ACCESS FOR MSMES: EVIDENCE FROM SECONDARY DATA
Abstract
Micro, Small, and Medium Enterprises (MSMEs) play a crucial role in economic growth, employment generation, and innovation, particularly in emerging economies. Despite their importance, access to formal credit remains a persistent challenge for MSMEs due to information asymmetry, lack of collateral, and limited credit histories. In recent years, Artificial Intelligence (AI)-based credit scoring models have emerged as a transformative solution to these challenges. This article, based on secondary data from academic literature, industry reports, and policy documents, examines how AI-driven credit scoring enhances financial access for MSMEs. The study highlights the mechanisms, benefits, risks, and policy implications of AI-based credit assessment, concluding that while AI significantly improves credit inclusion, responsible adoption and regulatory oversight are essential to ensure fairness and sustainability.
Fields of Study & Subjects
Financial Distress and Bankruptcy Prediction
Working Capital and Financial Performance
Microfinance and Financial Inclusion
Publication details
- Journal / source
- International Journal of Research In Commerce and Management Studies
- Publisher
- International Journal of Research In Commerce and Management Studies
- Volume
- 08
- Issue
- 02
- Pages
- 12–17
- Publication date
- 1 January 2026