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Practical Use Cases
Concrete, day-to-day ways nonprofits can use AI responsibly to reduce workload and improve clarity - without compromising trust. Expect examples, prompts, workflows, and “how we’d do it” guidance for communications, operations, internal planning, and learning.


When Builders Show Up for Nonprofits
At a social services hackathon in Victoria, BC, developers and nonprofit practitioners worked side by side to solve operational problems that frontline organizations face every day. A hopeful reflection on ethical AI, care, and collaboration.
Sarah Downey
May 74 min read


How to Build a Custom AI Chatbot for Your Nonprofit (And Why You'd Want To)
A practical, plain-language guide to building a custom AI chatbot for your nonprofit. Learn the four key ingredients, real use cases, and how to stay in control while using AI effectively.
Sarah Downey
Apr 27 min read
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