Nonprofit AI: How to Start Using AI With the Systems and Data You Already Have - Erica Cox, Provisio Partners

<p>Erica Cox has spent more than 30 years in technology consulting, and she says nonprofit AI adoption is the polar opposite of a large, singular transformation. The Chief Innovation Officer at Provisio Partners recommends small, controlled use cases that let a team fail fast or win fast while building the guardrails it needs.</p><p>The usual instruction is to clean all of your data first, then modernize systems, then consider AI. Erica says data readiness does not depend on organization size or a sophisticated platform. It depends on the minimum viable data required for a useful job.</p><p>In this episode:</p><ul><li><p>How to find a small AI use case inside a recurring process instead of starting with one large transformation project</p></li><li><p>The minimum viable data test, including why asking staff to enter 100 fields can hurt both adoption and AI results</p></li><li><p>How the Higher Learning Commission used runners, walkers, and bystanders to identify early adopters and bring more people in</p></li><li><p>The guardrail behind Pacific Clinics&#39; agent Hope, which had one identifier and no other information about a person</p></li><li><p>Why a client kept staff at eight-hour days but helped them see ten kids instead of five and complete three grant applications instead of one</p></li></ul><p>You will leave with a way to inventory AI already in use, choose a pilot, revisit governance monthly, and explain why responsible adoption can strengthen the human work your team does.</p><p>Episode highlights: (0:00) Starting with AI without a transformation (1:14) Small pilots beat the big transformation (3:14) The minimum viable data test (7:19) The runners, and permission to fail (10:31) How to inventory scattered data (13:18) What the agent named Hope actually does (15:37) Guardrails before sensitive data (19:19) Why AI is changing work so fast (25:38) Why ignoring AI can be risky (30:00) AI that strengthens human work (33:09) Where to start this week</p><p>Guest: Erica Cox, Chief Innovation Officer, Provisio Partners <a href="https://provisiopartners.com"><u>https://provisiopartners.com</u></a></p><p>Full transcript and show notes: <a href="https://www.anedot.com/blog/nonprofit-pulse-nonprofit-ai-how-to-start"><u>https://www.anedot.com/blog/nonprofit-pulse-nonprofit-ai-how-to-start</u></a> </p><p>More episodes and the monthly newsletter: <a href="https://www.nonprofitpulse.com/"><u>https://www.nonprofitpulse.com/</u></a></p><p>If this was useful, follow Nonprofit Pulse wherever you listen.</p><p>Nonprofit Pulse is a podcast by Anedot that explores trends, insights, and resources that help nonprofits accomplish their mission. Hosted by Josh Breland.</p>