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Nonprofit AI: Carve Out Time To Experiment with AI
· 30 min · S7 E72
Episode Nonprofit AI: Carve Out Time To Experiment with AI
Carolyn Woodard digs into something that hits closer to home this week: a conversation with a friend who knows that parts of her job could be automated, but can't find the hour to actually build it.
That tension of fixing the plane while flying it turns out to be a well-documented, structural problem across the nonprofit sector, not a personal failing, and Carolyn spends the episode working through what the research says and what to actually do about it if you need to find the time to look into using AI.
What happens when funders and nonprofits invest seriously in nonprofit capacity and cutting down on busy work? What's the intersection with using AI to cut down on those repetitive time-sucking tasks?
This episode covers:
• Anthropic CEO Dario Amodei's "Pace the Frontier" essay is still generating responses from every direction, and the UN General Assembly opened this week with AI as a headline issue - worth watching. • A peer-reviewed 2026 study on nonprofit administrative burden, paired with a nearly 20-year-old RAND finding that one agency spent almost half its staff time on compliance alone, shows this isn't a new problem. A recent post from Vu Le's Nonprofit AF asks the sharper question of how much of that busywork nonprofits and funders create for each other unnecessarily. • Trust-based philanthropy has real data behind it: a Center for Effective Philanthropy study of MacKenzie Scott's unrestricted giving found that over a third of nonprofit leaders reported reduced burnout, and recipient organizations held roughly double the cash reserves of comparable orgs. • A Harvard Business Review field study found AI doesn't automatically free up time. Without deliberate norms around pacing and boundaries, saved time just gets absorbed into doing more, faster, indefinitely. • A practical, step-by-step way to actually carve out the hour: audit last week's tasks, filter for frequent and time-consuming ones, pick just one, define success in a sentence, and pilot it with a human still in the loop. • What to do if you're not sure what your organization's AI policy is? That's not a reason to stop investigating, but it is a reason to ask before you run anything through a tool.
Resources Mentioned:
• "We Must Pace the Frontier" – Dario Amodei – https://darioamodei.com/post/we-must-pace-the-frontier • "Challenges, Choices and Common Applications: Funders' Exercise of Power and Its Consequences for Nonprofits' Administrative Burden" – Katy Adams, Journal of Philanthropy (2026) – https://onlinelibrary.wiley.com/doi/full/10.1002/nvsm.70064 • Meeting Funder Compliance (2006) – RAND Corporation – https://www.rand.org/content/dam/rand/pubs/monographs/2006/RAND_MG505.sum.pdf • "Is a lot of our work just creating work for other people to do?" – Vu Le, Nonprofit AF – https://www.nonprofitaf.com/is-a-lot-of-our-work-just-creating-work-for-other-people-to-do/ • "Breaking the Mold: The Transformative Effect of MacKenzie Scott's Big Gifts" – Center for Effective Philanthropy (2025) – https://cep.org/wp-content/uploads/2025/02/CEP_Breaking_the_Mold_FNL.pdf • "AI Doesn't Reduce Work—It Intensifies It" – Harvard Business Review – https://hbr.org/2026/02/ai-doesnt-reduce-work-it-intensifies-it • Case Study: Nonprofits Leveraging Microsoft 365 Copilot for Impact – TechSoup – https://blog.techsoup.org/en-us/posts/case-study-nonprofits-leveraging-microsoft-365-copilot-for-impact • Nonprofit Success Stories (Gemini) – Google for Nonprofits – https://www.google.com/nonprofits/find-solutions/ • Brian Impact Foundation Case Study – Anthropic – https://www.anthropic.com/customers/brian-impact-foundation • "GitLab hosts nonprofit AI demo day to woo investors to innovation fund" – Chronicle of Philanthropy – https://www.philanthropy.com/news/gitlab-hosts-nonprofit-ai-demo-day-to-woo-investors-to-innovation-fund/ • AI Acceptable Use Policy Template – Community IT Innovators –…
Links in the notes 16
- https://darioamodei.com/post/we-must-pace-the-frontier
- https://onlinelibrary.wiley.com/doi/full/10.1002/nvsm.70064
- https://www.rand.org/content/dam/rand/pubs/monographs/2006/RAND_MG505.sum.pdf
- https://www.nonprofitaf.com/is-a-lot-of-our-work-just-creating-work-for-other-people-to-do/
- https://cep.org/wp-content/uploads/2025/02/CEP_Breaking_the_Mold_FNL.pdf
- https://hbr.org/2026/02/ai-doesnt-reduce-work-it-intensifies-it
- https://blog.techsoup.org/en-us/posts/case-study-nonprofits-leveraging-microsoft-365-copilot-for-impact
- https://www.google.com/nonprofits/find-solutions/
- https://www.anthropic.com/customers/brian-impact-foundation
- https://www.philanthropy.com/news/gitlab-hosts-nonprofit-ai-demo-day-to-woo-investors-to-innovation-fund/
- https://communityit.com/template-acceptable-use-of-ai-tools-in-the-nonprofit-workplace/?utm_source=podcast&utm_medium=referral&utm_campaign=nonprofit-ai-podcast
- https://communityit.com/webinar-growing-it-management-capacity-at-nonprofits/?utm_source=podcast&utm_medium=referral&utm_campaign=nonprofit-ai-podcast
- https://communityit.com/webinars/
- https://www.linkedin.com/company/community-it-innovators/
- https://www.reddit.com/r/NonprofitITManagement/
- https://communityit.com
Transcript
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