AI for associations and member organizations
Six people, the workload of twenty.
Association staffs are small in a way that outsiders consistently underestimate. Six people carrying the workload of twenty is normal, and most of that workload is not strategic. It is renewal chasing, inbox triage, and the same twelve member questions answered again in slightly different words.
It's also work that nobody owns, exactly. It gets absorbed. The membership coordinator picks up what the events person can't get to, the executive director answers bylaws questions at 9pm because there is no one else, and the institutional knowledge that makes any of it possible lives in one long-tenured person's head. That's the situation AI is genuinely good at improving — not by replacing the six people, but by taking the repetitive half of their week.
Where a small association staff loses its week
- Renewal chasing that stops after the second email, because a human ran out of time — and sometimes goes to people who already paid.
- The same member questions answered over and over, from documents everyone has to hunt for.
- Legislative session monitoring that eats a morning and still misses things.
- CE and certification tracking living in a spreadsheet that one person understands.
- Event communication written from scratch every cycle instead of from last cycle.
The math your board already cares about
Renewal follow-through is the cheapest retention lever an association has, and it's the one that breaks first when a small staff gets busy — the sequence stops after the second email because a human ran out of week.
A 1,200-member association at $400 dues that improves retention by two points keeps 24 members and $9,600 a year — recurring, compounding, every year the members stay. Hours saved are nice. Dues retained are what your board actually votes on, and a renewal sequence that never gets tired is the most direct way to move that number.
What I build for member organizations
- Renewal chasing that doesn't stop after the second email — and knows who already paid
- Member inquiries triaged and answered from your own bylaws, handbooks, and past responses
- Legislative session monitoring turned into member-ready digests, drafted for your review each morning
- CE and certification tracking without the spreadsheet
- Event communications — reminders, logistics, follow-ups — written and sent on schedule
- Board and committee packets assembled in hours instead of days
- Member records cleaned up and de-duplicated after a decade of drift
Implementations are fixed-fee from $7,500, live in 2–3 weeks, with an optional $850/month retainer if you want me running it — month to month, no contract.
Start where the evidence is.
Most engagements start here: one week inside how your team actually works, every repetitive workflow mapped, costed, and ranked, delivered as a written plan you own whether or not anything gets built.
AI Operations Audit
$4,500, fixed fee, one week. The audit is priced to stand on its own, and it does not credit toward a build — which means when I tell you what's worth building and what isn't, you know the recommendation isn't selling you anything.
Start with the audit →- 01Where the hours actually goA map of the repetitive work across your team, ranked by hours consumed. It is rarely where people assume.
- 02What each one is costing youEvery workflow costed in staff hours and dollars, plus the revenue quietly leaking out of the ones nobody owns.
- 03What it would take to fixBuild effort, timeline, and price for the top candidates — so you can sequence them instead of guessing.
- 04A written plan you ownYours to keep. Build it with me, hand it to your own team, or sit on it until the budget is there.
The 5 places a small association staff loses its week — with the math
The five workflows on this page, each with the dollar math worked out. Built to be forwarded and to survive being printed in black and white.
Why me for this specifically
I spent 16 months as the engineer inside one of the largest professional associations in the world, and I co-founded the event check-in platform used by 50,000+ organizations. I know where a six-person association staff's hours actually go, because I watched it from inside the systems rather than from a consulting engagement.
What association staff ask first.
Our member data is sensitive. Where does it end up?
Wherever possible it stays in the accounts you already own — your AMS, your inbox, your document storage. I don't train models on your data, I use business-tier providers with no-training terms, and I will sign your NDA. Your member list is not training data, and any build we scope treats it that way from the start.
We need board approval before we can do anything. What do we bring them?
A fixed scope, a fixed price, and a defined end date, which is usually what a board actually wants and rarely what technology proposals give them. One workflow at a stated cost with a date attached is a much easier vote than an open-ended platform commitment. If it helps, the AI Operations Audit produces a written plan you own — that document is often what goes in front of the board.
When should we bring this to the board?
Three to four weeks before a board meeting, with the audit's written plan in hand. A fixed scope, a fixed price, and a defined end date is an easy vote; an idea without a document is a tabled vote, and tabled means next quarter. If you tell me when your board meets, I'll work the timeline backward from it — that's a normal part of scoping, not a special request.
We are on a specific AMS. Does this replace it?
No. Replacing an association management system is a multi-year project with a real chance of failure, and it isn't what I do. I build around the systems you can't replace — automating the work that happens in the gaps between your AMS, your email, and the spreadsheets that fill in where neither reaches.
Which workflow is eating the most staff time?
Twenty minutes. One workflow. A straight answer.