Most nonprofits use AI now. Few get much out of it.
That's not a tool problem. AI can only work with what's written down, and in most nonprofits the important stuff lives in people's heads and old inboxes. I fix that first. Then I build AI helpers your team can trust, and I teach your people to run them.
Sound familiar?
Try this first. Ask the AI tool your team uses to describe your programs and who funds them. If it guesses, or gets it wrong, you've found the gap.
Everyone uses ChatGPT a little differently, and nobody knows what's been pasted into it.
The grant report takes three weeks because the numbers live in five places.
The board asked for an AI policy. There's a PDF somewhere. Nobody reads it.
We paid for the AI tool. Not much changed.
92 percent use AI. Only 7 percent of those report major gains.
A 2026 survey of 346 nonprofits found almost all of them using AI, and very few seeing it change much.1 Nearly half had no AI governance policy, and 81 percent were using AI ad hoc, without writing down what works.1 Read those together and the answer is plain. The tool was never the missing piece. The groundwork was.
Five parts, in plain folders any AI can read.
I call it The Root System. It’s the same method I use to run my own work every day.
House Rules
Who you are, who you serve, what AI may do on its own, what it has to ask about first, and what only a person ever does.
The Truth File
Every claim your organization makes in public, each with its source and how sure you are. Grant and donor writing pulls only from here.
The Records
Programs, partners, funders and referral sources. Each line says where the fact came from and when someone last checked it.
The Desk
Drafts land here. A person reads them and says yes or fix this. Nothing leaves the building without that yes.
Routines
Deadlines coming up, records that have gone stale. Routines look and report. They never act on their own.
Who I work with first
Reentry, housing, recovery and workforce.
Any nonprofit is welcome. But this is where I spent a decade. I did about ten years of direct service in Wisconsin, starting from a halfway house where I was an alum, then sober living, treatment centers, jails and prisons. I know what your intake desk deals with, and why the privacy of the people you serve is the whole job.
How I keep it safe
Four promises, built into your House Rules.
Your Root System starts with these rules, and you can make them stricter.
AI drafts. People decide.
Nothing leaves the building or touches a client record until a person says yes.
Private stays private.
Names and case details of the people you serve never go into tools that learn from what they are given.
Every claim has a source.
If AI writes it for the public, you can point to where the fact came from.
You own all of it.
Everything we build is yours. If we stop working together, nothing breaks.
Start small. Keep what works.
The first look is free. Pricing comes after it, built so a small organization can afford it.
Look
A short conversation and a look at how your work moves today. You get a written plan: what to organize first, what AI can safely take on, and what it should never touch.
Set up
We build your Root System together and set up your first two AI helpers. Then I train the staff who'll use them. A few weeks, not a year.
Run with you
Monthly help after setup. Upgrades when the tools change, and someone to call when something looks off.
Coalition training
One training for a whole coalition's members, so every organization in the network starts from the same rules.
Many nonprofit leaders have no AI budget. Start small anyway.
In a 2026 survey of more than 900 nonprofit staff, more than half of the executives said they had no AI budget at all, and only 12 percent had received a grant for an AI project.2 That's why the first look is free and the first step is small. If you want to ask a funder for the rest, I'll help you shape the work so it fits the request.
Tell me what's eating your team's time.
Call or send a note. The first look is free, and you leave with a plan whether we work together or not.
Sources
- Virtuous and Fundraising.AI, 2026 Nonprofit AI Adoption Report (346 nonprofits, surveyed late 2025).
- NTEN and Bridgespan 2026 survey, as reported by The Chronicle of Philanthropy, September 2026.