You keep theoriginals
Our data partners workfrom a de-identified copy.Your original recordsstay with you.
Earn $20K when a business you introduce licenses its data. Learn more
Grant reports, donor follow-ups and board packs take hours from small teams. We build AI into the tools you already use, and staff approve what goes out.

McCarthy's AI works with nonprofits in Canada, the US and the UK. Every workflow runs in your own accounts, and a staff member approves anything that goes to donors, funders or the people you serve. Donor and client records stay in your systems, and each workflow has a named owner and written documentation.
Each funder asks for its own application and report. Staff rebuild the same program details and numbers every time.
Thank-you notes, renewal asks and volunteer reminders wait until someone has time to write them.
Board packs and impact reports pull numbers from several systems by hand every quarter.
[ Data partnerships ]
Our data partners pay businesses for ade-identified record of how their work getsdone. Frontier labs train AI agents on theprocesses, and client details come out first.
See the data partnership$100K to $5MOur partners call this rangeindicative. It isn't an offer.
2 to 3 monthsOur partners' estimate fromapplication to payment.
How it works
Our data partners workfrom a de-identified copy.Your original recordsstay with you.
You choose the systemsand date ranges beforeanything is exported.
Our data partners sayyou never share passwordsfor your systems.
Labs want to see howwork gets done. Clientnames and contact detailsare taken out of the copy.
Drop in a funding call. The agent pulls out the requirements, finds your closest past applications and drafts a response in your format. A staff member edits and submits it.
The agent drafts the report from your program data and last year's report. A program lead checks every number before it goes out.
New gifts and lapsed donors get a personal first draft from your donor records, ready for a staff member to approve and send.
Shift reminders and follow-ups go out on time, drafted from your volunteer list, with a coordinator approving each batch.
Still deciding? On a free 30-minute call we'll tell you what fits.
We start with the right AI plan and settings and use only the data you approve. Records stay in your own accounts, and your sharing settings decide what each person can see. Health and family details stay out of any workflow that doesn't need them.
Yes, with 20+ full-time staff and 3+ years of records. Donor, client and beneficiary records stay out of the licensed copy. Before you sign, check your funder agreements, plan for a board resolution and ask your accountant about the rules on business income.
A staff member approves anything that goes to donors, funders or the people you serve. Each workflow has a named owner on your team who's trained to run it.

Case studies · 6 min read
Customer support has the most evidence behind it, while proposals, meeting notes and weekly reports have no measured small-firm result yet. Every small-firm number we found came from a vendor.

Case studies · 4 min read
Morgan Stanley, Steno, BCI and others have published results from internal AI assistants. Most of the numbers come from vendors, and the firms with the clearest results did similar groundwork before launch.

Research · 6 min read
Controlled trials show generative AI speeding up writing, coding, consulting and support work, with the biggest gains going to newer and less-skilled staff. Economy-wide savings are still small, and the firms reporting results are more likely to have redesigned the work around the tool.

On a free 30-minute call, you'll see one of our prompts run in your own AI tool and leave with a first step, and you can keep donor and client information out of it.