Capacity is the real problem
Small shops run development on roughly one person per $500K raised, and that person's median tenure is under two years. The work doesn't get done badly. It doesn't get done.
Fundraising & AI advisory
Give your team what a bigger one would have — the systems, the cadence, and the follow-through that usually takes a whole department. For small nonprofits, faith communities, and founder-led businesses.
The problem
The easiest work to automate is the work that was carrying your relationships. The thank-you note. The check-in. The detail that earned a second gift.
Small shops run development on roughly one person per $500K raised, and that person's median tenure is under two years. The work doesn't get done badly. It doesn't get done.
Nearly a third of donors say they'd give less to an organization they knew used AI. That penalty nearly vanishes when you can name a mission-connected reason.
AI belongs on research, hygiene, segmentation, drafts, and reporting. Not on the ask, the apology, or the story. Decide that once, in writing.
The model
Everything we build is a component of The Durable Operation — the layers in the only order that works, held by two rails that apply from the first day rather than arriving later.
Written down, at every layer — so the operation survives whoever leaves.
What AI does, and what only a person does. Drawn on purpose, from day one.
The numbers behind the work
Overall donor retention — after five straight years of falling donor counts.
Fundraising Effectiveness Project, 2025Of new online donors ever give a second gift.
M+R Benchmarks, 2026AI adoption at small organizations versus large. The top barrier is "where do I begin."
Salesforce Nonprofit Trends, 2025Of nonprofits have no AI policy — the cheapest credibility you will ever buy.
AI Equity Project, 2025What we build
Each is fixed scope, three to five weeks, $2,500, and ends with a written playbook your next hire could pick up on their third day. The model tells you the order — the assessment tells you where you already are.
A file you can trust. Deduped, addressable, segmented — and a convention that keeps it clean.
Twelve months of appeals and stewardship with owners and dates, built to survive a bad month.
The ninety-day sequence that turns a first-time donor into a repeat donor.
Recruitment, onboarding, failed-payment recovery, and an upgrade ask with a date on it.
Your work inventoried, one deployment built, and a policy you'd be comfortable publishing.
The same model translated for founder-led business: instrument, isolate, deploy, document.
Straight answers
Sometimes no — and we'll say so. A development director averages well north of $95,000 before benefits, and replacing one costs 90–200% of salary, so scoped work is cheap against that. If you're volunteer-run with no budget line at all, say so anyway — we'll point you at free resources that genuinely help, and the assessment costs you nothing either way.
Some will. In a 2025 survey, 32% of donors said they'd give less to an organization they knew used AI — but that penalty largely disappears when you give a mission-connected reason. Every engagement produces that sentence and the one-page policy behind it. Nothing donor-facing goes out unread by a person.
That's the normal starting condition. A third of nonprofits still run on spreadsheets and contact data decays over 20% a year. Most engagements begin at the bottom of the stack because that's where everyone actually is.
The second-gift system comes first precisely because results show up inside one giving cycle. Foundation work is slower to show and faster to matter. Anything promising transformation in thirty days is selling you something.
Let's talk
One conversation, no pitch deck, and a straight answer about whether we're the right help.