Real AI for the work that matters. At no cost.

Five things we could build for you.

You don't need to know the words for any of this. We translate. If something on this list sounds close to a real problem you have, that's a strong reason to apply — and if it isn't on the list but it should be, tell us anyway.

• Example 01

  Always-on community help line

  An assistant that answers your community's most-asked questions any time of day — about your services, your hours, how to get help, what paperwork they need — in any language they speak.

• Example 02

  Volunteer matcher

  A system that takes what people are willing to do and what they're good at, then quietly pairs them with the right shifts, projects, and roles in your organization.

• Example 03

  Donor follow-up that sounds human

  Personalized thank-you notes drafted from a few facts about each gift, so every donor — from $20 to $20,000 — gets a real reply within a day, in the donor's own words back to them.

• Example 04

  Caseworker assistant

  A tool that turns a caseworker's voice memo into a structured case note — names, dates, follow-ups, needs — so your front-line staff stay with the person, not the paperwork.

• Example 05

  First-contact triage

  When somebody calls or texts your organization for help, the right person inside your organization gets the right context on the first try — not the third hand-off.

Organizations doing real work with people.

We're built to serve charities whose work shows up in someone's actual day — food on a table, a phone answered, a shelter bed, a treatment plan, a child mentored, a family kept together. If that's your work, you fit. A few of the kinds of organizations we hope to hear from:

• Churches and ministries
• Food pantries and meal programs
• Recovery and addiction-treatment programs
• Crisis pregnancy and family-support centers
• Hospice and end-of-life care
• Child abuse prevention and survivor support
• Prison and re-entry ministries
• Dignity housing and homelessness services
• Foster care and family reunification
• Youth mentoring and after-school programs
• Special-needs care and disability services
• Schools and education ministries

Registered 501(c)(3) status (or international equivalent) is required for the program. If you're close to that line but not there yet, write to us anyway — contact form.

Four steps. One cycle a year.

1. 01

   Submit

   Tell us what you'd build with this, in plain words. The form below takes about 15 minutes.

2. 02

   Review

   We read every submission. Within 60 days of the window closing, we pick three to four organizations to work with this cycle.

3. 03

   Build

   Same senior practitioner, same packages, same engagement quality as our paying clients. We ask for about an hour of your time per week during the build.

4. 04

   Hand off

   The code is yours. We train your team on running it, and we stay reachable for questions long after.

How we pick.

Submissions are reviewed by the founder. We weight every application against four things:

We notify everyone — accepted and not — within 60 days of submissions closing. Honest, brief feedback on rejections is available on request. Reapply next cycle if you'd like; many of the strongest matches take a cycle or two of conversation.

We work for free. We're not free of expectations.

• About an hour of your time per week during the build, with whoever inside your organization owns the problem we're solving.
• Honest feedback — what's working, what isn't, what scares you about it.
• Permission to publish a brief case study after launch, naming you.
• A commitment to keep operating the system after handoff, or to hand it back as a paid engagement if it grows beyond your capacity.
• An openness to talk about what we built and why — with peer nonprofits, our other clients, the public.

Tell us what you'd build with this.

Plain words are fine. Submissions are open through September 30, 2026.We'll send an acknowledgement within three business days, and you'll hear our decision within 60 days of the window closing.

Common questions.