AI-Driven Biometric Solutions: Revolutionizing Financial Inclusion for Undocumented Populations

Financial exclusion persists as a global challenge affecting unbanked adults worldwide, particularly in developing economies. AI-powered biometric identification systems offer transformative solutions by providing secure, verifiable digital identities. The IncluPay system demonstrates successful implementation in refugee settings, enabling secure humanitarian aid distribution while maintaining minimal fraud rates. The integration of advanced machine learning algorithms with alternative data sources establishes creditworthiness for individuals lacking traditional documentation. This technological innovation combines offline processing capabilities, blockchain security, and privacy-preserving computation to serve marginalized populations effectively, setting new standards for inclusive financial technology solutions.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-30
DOI
https://doi.org/10.5281/zenodo.17774588
Primary Topic
Microfinance and Financial Inclusion
Type
article
Field-Weighted Citation Impact
0.00
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article

AI-Driven Biometric Solutions: Revolutionizing Financial Inclusion for Undocumented Populations

Zenodo (CERN European Organization for Nuclear Research)
Microfinance and Financial Inclusion
article

AI-Driven Biometric Solutions: Revolutionizing Financial Inclusion for Undocumented Populations

article en

Abstract

Financial exclusion persists as a global challenge affecting unbanked adults worldwide, particularly in developing economies. AI-powered biometric identification systems offer transformative solutions by providing secure, verifiable digital identities. The IncluPay system demonstrates successful implementation in refugee settings, enabling secure humanitarian aid distribution while maintaining minimal fraud rates. The integration of advanced machine learning algorithms with alternative data sources establishes creditworthiness for individuals lacking traditional documentation. This technological innovation combines offline processing capabilities, blockchain security, and privacy-preserving computation to serve marginalized populations effectively, setting new standards for inclusive financial technology solutions.

Zenodo (CERN European Organization for Nuclear Research)
San Jose State University (US)
Reduced inequalities
Openalex Percentile: Top 27%
Microfinance and Financial Inclusion
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