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Artificial Intelligence in Microfinance and Financial Inclusion: Applications, Issues, and Future Directions

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  • Arvind Ashta

Abstract

Artificial intelligence (AI) is emerging as a transformative force in microfinance and financial inclusion, addressing long-standing barriers such as credit invisibility, high operational costs, and limited access to formal financial services. This paper systematically examines AI applications across key financial domains (payments, savings, lending, insurance, investments) highlighting how machine learning, natural language processing, and generative AI are enabling innovative solutions tailored to the needs of marginalized populations. Drawing on contemporary research and case studies from the Global South, the analysis demonstrates AI’s potential to democratize financial services through alternative credit scoring, automated underwriting, and adaptive tools. However, the deployment of AI also presents significant challenges, including algorithmic bias, proxy discrimination, privacy violations, and the risk of exacerbating digital divides. The paper underscores the need for robust governance frameworks, ethical oversight, and inclusive policies to mitigate these risks and ensure that AI-driven financial inclusion serves the most vulnerable without creating new forms of exclusion. Future directions include advancing fairness-aware AI, improving transparency, and fostering cross-sector collaboration to align technological innovation with social justice and human dignity.

Suggested Citation

  • Arvind Ashta, 2026. "Artificial Intelligence in Microfinance and Financial Inclusion: Applications, Issues, and Future Directions," Working Papers CEB 26-008, ULB -- Universite Libre de Bruxelles.
  • Handle: RePEc:sol:wpaper:2013/408010
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    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
    • C55 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Large Data Sets: Modeling and Analysis

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