Leveraging AI in Fundraising and Workplace Giving
Is your nonprofit flying blind with inconsistent data and manual outreach?
Many organizations struggle with "garbage in, garbage out," leading to missed opportunities in major gifts and stagnant donor retention. In this episode, Host Immaculate sits down with Dr. Lisa Rau, Chief Growth Officer and Co-Founder of Fíonta, to bridge the gap between AI as a buzzword and AI as a high-growth revenue engine. Lisa shares how to move past basic generative tools to embrace fundraising intelligence through predictive modeling.
In this video, you’ll discover how to perform a data audit to ensure your records are correct, complete, and consistent, and how to remove fundraising friction by automating the mundane. Whether you're planning a multi-year capital campaign or looking to personalize donor stewardship, this conversation provides the technical roadmap to help your team spend time where the ROI is highest.
What You Will Learn:
1. Predictive AI vs. Generative AI: Understand how forecasting models differ from tools like ChatGPT and why they are essential for fundraising intelligence.
2. The 3 C’s of Data: How to ensure your data is Correct, Complete, and Consistent to prevent human bias and hallucinations.
3. Campaign Simulations: Learn the step-by-step process of using a training set and testing set to predict the outcome of your next capital campaign.
4. Eliminating Friction: Practical tips for improving your user interface to automate matching gift revenue and streamline the donor journey.
5. Prioritizing ROI: How to use "Next Best Action" logic to focus your team on the highest-value major gifts and riskiest prospects.
Chapter Timestamps:
(00:00) Intro
(01:10) Meet Dr. Lisa Rau: A Career in AI Since the 80s
(03:45) Predictive AI vs. Generative Hallucinations
(04:50) The 3 C’s: Correct, Complete, and Consistent Data
(06:40) Using AI to Clean Data and Find Anomalies
(09:30) Running a 5-Year Capital Campaign Simulation
(14:30) Does Your Nonprofit Have Enough Data for AI?
(16:50) Reducing Friction in the Fundraising Experience
(20:30) The "No-Go" Line: Why AI Should Never Pretend to be Human
(24:00) Actionable Advice: The 30-Day Data Audit
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