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This is a Literature Review study.

AI-Augmented Grant Matching System for Nonprofit Fundraising Efficiency in U.S. Urban Centers

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Review explores how AI improves fundraising efficiency in nonprofits, highlighting ethical concerns and implications for urban equity.

AI significantly enhances fundraising efficiency in nonprofits, addressing the competitive grant landscape.
Analysis includes recent advancements in AI technologies like natural language processing and machine learning.
Review synthesizes findings from literature and industry use cases to assess AI's impact on nonprofit funding.
Emphasizes the need for inclusive, transparent AI systems in grant matching to support marginalized communities.

Elebe et al. (2025) studied this question.

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