Responsive Lab Podcast EP 73: What AI Actually Changes (And Doesn't Change) About Nonprofit Data with T. Clay Buck
23 snips
Feb 5, 2026 
T. Clay Buck, founder of Next River Fundraising Strategies with ~30 years in fundraising and database leadership. He contrasts AI with past tech shifts and stresses data quality over hype. He discusses data governance and board-level oversight. He highlights practical AI uses for efficiency and the need to preserve human relationship work, ending with a call to bring joy back to fundraising.
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Data Is Human; AI Doesn’t Change That
- Donor data is human data and AI doesn't change that fundamental truth.
- Garbage in, garbage out remains fully true for AI-driven analysis.
Give Data Board-Level Oversight
- Treat data as an asset and create board-level oversight for it.
- Establish a data oversight committee and assign clear responsibility for data governance.
Multiple Admins Broke Historical Codes
- Clay described an organization with five or six different database admins over ten years.
- Each admin used different fund and campaign code structures, breaking historical analysis.