Navigating the Maize

Every episode so far has been about donors. This one turns to your own team. Sean walks through a real search he ran for a client — filling a Development and Donor Relations Coordinator role — covering exactly where AI helped, where he deliberately kept it out, and where this sector needs to be careful.

AI handled volume: organizing a large applicant pool against clearly defined, objective criteria. Every actual judgment call — who advanced, who got interviewed, who got hired — stayed entirely human. The episode closes with concrete guidance on where to draw that line in your own hiring, and why transparency with candidates matters.

Sean is the founder of Magnolia Philanthropic Services, advising nonprofits nationwide on development strategy, with 25+ years in the field.

Building a Donor Segmentation Model, Step by Step.

A few episodes back I mentioned a segmentation model I built for a crisis campaign — 1,100+ donors, five tiers, different outreach for each. This episode walks through exactly how, in five steps you could start on your own donor list this week.
No black box. No “trust the algorithm.” Just the actual process, including where AI helps and where it absolutely shouldn’t be making the call.

92% of nonprofits use AI. Only 7% say it’s moved the needle. This episode unpacks why — with three real case studies from my own client work: a donor segmentation model that changed a crisis campaign’s outreach, a development health diagnostic that turns vague problems into a ranked action list, and a campaign restructure that compressed a timeline by months.

The real difference between the 92% and the 7%? Individual experimentation vs. real organizational infrastructure. I break down what that looks like in practice, plus a simple test to check where your own team stands.

Source: The 2026 Nonprofit AI Adoption Report, Virtuous & Fundraising.AI (Feb 2026).

Sean is the founder of Magnolia Philanthropic Services, advising nonprofits nationwide on development strategy, with 25+ years in the field.

In this first episode of Navigating the mAIze, I introduce myself and lay out exactly what this weekly show is going to be.

I’m Sean, founder and principal of Magnolia Philanthropic Services, a boutique senior philanthropic advisory firm based in Miami. I’ve spent over 25 years inside nonprofit development — as a CEO, a Chief Development Officer, and now as a senior advisor working with organizations across the country on major gifts strategy, capital campaigns, and donor engagement.

In this episode, I cover:

•My background in nonprofit development, and why I started building with AI rather than just talking about it

•The real state of AI adoption in the nonprofit sector right now — where it’s genuinely helping, and where the hype has outpaced the reality

•Why fundraising is fundamentally relationship work, and where AI tools help deepen those relationships versus where they risk hollowing them out

•What you can expect every week: real workflows, sector-specific conversations, guest interviews with development leaders, and honest talk about the parts of this shift nobody likes to say out loud

This isn’t a show about AI for its own sake, and it’s not built by vendors selling you software. It’s practitioner to practitioner — one practical, usable idea per episode, in about 15 minutes.

New episodes every week. If you’re a development director, executive director, board member, or anyone who cares about nonprofits doing more with what they have, subscribe and come back next week.

Source cited in this episode: Adoption and impact statistics referenced come from The 2026 Nonprofit AI Adoption Report, jointly published by Virtuous and Fundraising.AI (February 2026), a benchmark study of 346 nonprofits.

About the host: Sean is the founder of Magnolia Philanthropic Services (magnoliaphilanthropy.net), advising nonprofits nationwide on development strategy, major gifts, and campaign counsel.