For leaders of mission-driven organizations
I build AI agents that take on the work burying your team.
Custom agents for organizations that run on relationships. My deepest work is in nonprofit fundraising: Wilson, my flagship agent, is live, and you can test it on your own organization right now. If the grind burying your team looks different, that's exactly what the 30-minute call is for.
Free. No pitch. If an agent won't help, I'll tell you.
Buried in the wrong work
You have people who believe in your mission. Relationships that would open doors if anyone had time to tend them. What you don't have is time. Research, outreach drafts, follow-ups, meeting prep: the work around the work swallows the hours that should go to the mission itself.
Good ideas don't fail because they're not good enough. They fail because the people behind them are buried in the wrong work.
I build agents that fix that. Not a chat window. Working agents that take on real work: researching the people who matter to you, mapping warm introductions, drafting outreach in your voice. Nothing sends without your approval.
What I build
Four ways to work with me. Each one starts with the same 30-minute call.
The core of the practice
A custom agent
I design and build an agent fitted to your organization: your workflow, your tools, your voice, and your CRM, whether that's Raiser's Edge NXT, Salesforce, Bloomerang, or anything else with an API. Every agent runs on the same rules as Wilson: nothing sends without your approval, and it reads public signals only.
An agent roadmap
A short, fixed-scope engagement. I map how your team's work actually flows and tell you exactly where an agent would genuinely help, and where it wouldn't. You get a concrete plan your board can read, with the expected return stated in numbers.
Your team, taught to build
Building software has changed: modern AI tools do the heavy lifting, and directing them precisely is a teachable skill (people call it vibe coding). Over four weeks, your team builds a real agent for its own work with me coaching. You leave with the agent, the skill to build the next one without me, and a playbook for doing it safely.
What it takes: two to five people, a few hours a week, and at least one person who's curious.
Wilson, set up and tuned with you
If you're a nonprofit and Wilson already fits your need, you don't need a custom build. I'll say so. I set it up on your supporter network and CRM and tune it with your team: about two hours of your time in the first week, then minutes a day to review drafts. If your CRM isn't connected yet, connecting it becomes part of the work.
Prefer self-serve? Go straight to meetwilson.ai.
Every engagement is fixed fee, quoted in writing before you commit. No hourly meters, no auto-renewal.
The math has to work
An agent is an investment, and the return has to be legible: donors retained, funders reached, hours of staff time freed. Every proposal states what the agent should return and how you'll measure it, in numbers your board can check. For scale: a build costs a fraction of a part-time development hire, and one new gift can cover it. And a team taught to build makes its second agent nearly free.
If the math doesn't clearly beat the fee, I'll tell you not to build.
Book a 30-minute callWhere an agent helps
Anywhere a small team is buried in relationship work.
Donor and funder development
Where I've gone deepest. Wilson is live proof: it keeps the donors you have and finds new ones through them.
Client development for mission-driven firms
Consultancies and services that grow through referrals and warm introductions, not ad spend.
Partnerships and community stewardship
Keeping up with the partners, alumni, and champions who open doors for your mission.
Research, briefings, and meeting prep
Walking into every conversation already knowing the background, the shared connections, and the ask.
If your team's grind isn't on this list, bring it to the call. The honest answer might be that an agent won't help. You'll know in 30 minutes.
Wilson, live
Where I've gone deepest: a fundraising agent you can test yourself, right now.
The problem it came from. I was the founding engineer at Steadii, a caregiving platform that worked. We had two months left. It wasn't enough. The funders who would have said yes were out there. We just had no path to them in time. Read that story →
What I built. Wilson is a live AI fundraising agent. Give it a nonprofit's website and it maps the organization's supporters: board members, donors, partners. Then it finds new donors through the people who already believe in the mission, and drafts the outreach in your voice. Nothing sends without your approval.
Where it is today. Wilson runs at meetwilson.ai, with a live Bloomerang integration. DonorPerfect and NationBuilder are next; Raiser's Edge NXT, Salesforce, Neon, Virtuous, and the other major CRMs are on the roadmap. A nonprofit uses it every day and shapes it with me.
Where I am. I'll be straight about it: this practice is young. Wilson shipped this year, and the client list is short. Early clients get what later ones won't: more of my time, tighter scope, and early pricing. Two organizations I've worked with, Econic and Empactful Studios, have agreed to take reference calls from prospective clients. Ask on the call.
Test it yourself. Run the demo on your own organization's website. No sign-up. First paths in minutes. If it finds nothing useful in your network, you'll know before we ever talk.
Every draft stops here. Nothing sends without you.
Before Wilson: Willpowered
My first agent turned my own book into an AI coach, built on a decade of research into the science of perseverance. Different domain, same pattern: take the work an expert does, and build an agent that carries the grind of it. That pattern is what I bring to your organization.
Built to be trusted with your relationships
Everything I build follows the rules I built Wilson with.
Nothing sends without you
Every draft waits for your approval. You edit it, send it, or skip it.
Public signals only
Boards, conferences, published work, public affiliations. It reads what anyone could read, and treats your people the way you would. That rule governs prospecting: your CRM and internal documents stay yours, inside your systems, used only for the work you hired the agent to do.
Your data stays yours
Demo workspaces delete themselves automatically. Your data is never used to train AI and never shared.
Built to outlast me
Everything I build for you is documented and handed off as yours: the code, the prompts, the integrations. If I'm ever unable to continue, another engineer can pick it up without me.
The full detail, written to be forwarded to your CFO or board: Data practices and Working terms.
Your relationships took years to build. Nothing I build will treat them casually.
How I work
Net positive
I only work with people and organizations making the world better. I'd rather leave money on the table than spend a single hour on something that doesn't create genuine good.
Greatness over growth
I'd rather build 10 extraordinary agents than 100 adequate ones. You'll never be one of fifty clients. You'll be one of a few.
Empathetic honesty
Direct, honest, and rooted in wanting the best outcome for you. That includes telling you when an agent isn't the answer, or when Wilson as-is is the better buy.
Who this is for
This is for you if:
- Your organization runs on relationships: donors, clients, partners, members, community.
- Your mission is genuinely making the world better.
- Your team is small, stretched, or both.
- You'd rather have a working system than a strategy deck.
Not for you: if you want to blast 10,000 cold emails, I'm not the right fit.
If you want automation that runs without human approval, I'm not the right fit either.
Who you'd be working with
I spent four years researching the science of willpower, built a blog a million people read in its first year, and wrote The Will of Heroes. Then I turned that book into a working AI coach, and built Wilson after watching a mission I believed in die from a fundraising problem. I build tools for the people doing work that matters, because I've been one of them. The full story →
Start with a call
Thirty minutes. Free. No pitch.
- We'll talk through how your team's work actually flows, and where the grind is.
- You don't need to prepare anything.
- You'll leave with an honest read: whether an agent would help, what I'd build, and what I'd skip.
If I can't help, I'll tell you that too.
Prefer email? colin@colinrobertson.dev