Published Reports

Access our research reports, publications, and resources on humanitarian technology, cash assistance, and social protection.

AI & Innovation (2 reports)

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AI & Innovation External

Responsible AI Adoption in Complex Environments : An Analysis for NRC Ukraine's Humanitarian Efforts

This technical report outlines strategies for integrating responsible AI solutions into NRC Ukraine’s humanitarian programs. It explores opportunities for improving program accountability and efficiency while addressing potential risks and barriers to adoption in complex environments. Key recommendations focus on ethical AI practices and building digital infrastructures that align with humanitarian principles.

Authors: Thomas Byrnes

· MarketImpact
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AI & Innovation External

Harnessing the Transformative Potential of Generative AI for Humanitarian Multi-Purpose Cash Assistance Opportunities, Risks, Barriers, and Recommendations

This report explores the transformative potential of Generative AI within Multi-Purpose Cash Assistance (MPCA) programs in humanitarian contexts. It identifies the opportunities AI tools provide for MPCA program enhancements, as well as associated risks, barriers to adoption, and practical recommendations. The report provides insights based on a comprehensive literature review and interviews with humanitarian professionals, offering a roadmap for responsible AI integration.

Authors: Thomas Byrnes

· MarketImpact
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