AI, data and working sessions for nonprofits

One set of definitions. Every funder report.

You already have the data. It just means something different to every funder who asks for it. We settle what your numbers mean, build the reporting once, and then put AI to work on a foundation you can trust.

Your team does the work. Then does it again for the report.

The same outcome, counted five ways

“Clients served” means one thing to one funder and something else to the next. Your staff rebuild the number by hand every cycle.

Report season eats program time

Spreadsheets, exports and late nights. The hours go to reconciling data instead of serving the people behind it.

AI is already here, without a plan

Staff are trying AI tools on their own. Nobody has said what is safe to put in them, especially donor and client information.

Standard work before AI work.

AI is only as good as what it is fed. When your numbers mean different things in different places, AI repeats the confusion faster.

So we start where the trouble starts: agreeing on what your outcomes mean. Once that is settled, reporting gets simple and AI gets useful.

What we do

Start small. Build on what works.

Practice

AI working sessions for staff and boards

Hands-on sessions where your team uses AI on real work, not a slideshow. Plus a plain-language AI use policy so everyone knows what is safe.

Ground

A data foundation for your outcomes

We settle your outcome definitions, clean up your donor and program data, and build funder reporting once on a single model. Right-sized for your budget.

Grow

AI agents that give time back

Draft grant reports from numbers you have already agreed on. Support donor stewardship, intake and volunteer coordination. A person approves anything before it goes out.

Built to be funded

Designed to fit a capacity-building grant.

For nonprofits

Pricing scales with your budget, and each piece of work is scoped and priced on its own, so there are no surprises. We will help you frame the work for a capacity-building request.

Talk through your situation

For funders and foundations

Sponsor a cohort of your grantees. They learn together, get their outcome data in order, and send you cleaner reporting. One investment, many organizations stronger for it.

Ask about a funded cohort

How it works

Four steps. You own the result.

  1. Assess

    We look at the data and reports you have today and find where definitions conflict.

  2. Architect

    Your team agrees on what each outcome means, and we design reporting around it.

  3. Adopt

    We build it with you, then your staff put it to use in working sessions on their real work.

  4. Own

    It is yours. No lock-in, and a named person on your team who keeps it running.

Your donors trust you. We take that seriously.

  • AI governance built in. Led by an ISO/IEC 42001 certified practitioner, so privacy and responsible use are part of the design from day one.

  • The systems you already have. We work from your current CRM and spreadsheets, and choose low-cost tools that fit a nonprofit budget.

  • People decide. AI drafts and assists. A person on your team approves anything before it reaches a donor, client or funder.

Start with one working session.

Bring a real report or a real problem. Leave with a clearer picture of what AI can do for your mission, and what to fix first.