This capstone unit explores advanced, practical applications of AI across nonprofit operations—including fundraising, program impact measurement, security, stakeholder engagement, and policy influence. Students synthesize prior learning to design responsible, measurable AI solutions, implement prototypes (chatbots, automation, blockchain proof-of-concept), and produce an adoption roadmap with ethical and DEI safeguards.
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