Carolyn Woodard explores responsible data governance and AI realism with Jim Fruchterman, MacArthur Fellow and founder of Tech Matters, a tech-for-good nonprofit building open source software for the social sector. Jim's work sits at the intersection of two urgent questions every nonprofit is wrestling with right now: what do you owe the people whose data you collect, and how do you make smart decisions about AI without getting swept up in the hype?

Jim introduces the Better Deal for Data, a new data governance movement built around seven plain-language commitments nonprofits can make to the communities they serve. The core idea: you don't own the data of the people you serve, tech vendors may be extracting it right now without your knowledge, and a basic data safeguarding policy should be as standard as a child safeguarding policy. He also explains why you can't build a responsible AI governance policy without first getting clear on your data governance.

Then the conversation shifts to AI strategy, where Jim draws on decades of experience as an early AI entrepreneur to offer a genuinely grounded take. Gen AI fails in nonprofit program delivery about 80% of the time, and that's still a much better track record than blockchain or the metaverse.

Jim and Carolyn discuss:

The seven Better Deal for Data commitments and why the average nonprofit can likely adopt them in two hours
How tech vendors quietly extract and monetize constituent data through survey tools, donor management platforms, and more
Why data governance and AI governance are inseparable, and why feeding confidential client data into a free AI tool violates both
The case for nonprofits pooling anonymized data to build better AI models for social impact, with real-world examples from MomConnect and Community Solutions
Why Jim recommends most nonprofits wait for proven AI products rather than build, and what RAG-based tools are actually delivering results right now
Why being two or three years behind the for-profit AI curve might actually put nonprofits five to ten years ahead of where they were last year

Resources Mentioned:

Better Deal for Data – Tech Matters – https://bd4d.org
Nonprofit AI Treasure Map – Tech Matters – https://techmatters.org/should-i-be-using-ai-for-this/
Technology for Good – Jim Fruchterman – https://fruchterman.org/book/ or at your library or local bookstore! (Free ebook version coming September 2026)
Tech Matters Podcast – Jim Fruchterman – https://open.spotify.com/show/17Gptwy6BnxhpBJiPuSNGe
MomConnect – South African National Department of Health – https://www.health.gov.za/momconnect/
Community Solutions / Built for Zero – https://community.solutions
Tech Matters – https://techmatters.org

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