Your dollar, further

We're obsessive
about efficiency.

It's how a 1.5-person team stewards every dollar. See how we use AI to make sure your gift reaches our students, not our overhead.

Start with the series opener →
Value Created With AIto date
Grant writing, eliminated$15K/yr
Mobile app build$40K
CRM / student platform$14K
Internal wiki / knowledge base$40K
Professional website$8K
Legal documents$3.5K
Onboarding automation$35K
+ 33 more use cases
Value created
Ongoing, per year~$54K
And growing. Every dollar redirected to scholars.
Raised in 2025
1.5
Full-time staff
AI use cases
Value created with AI
Every dollar we don't spend on overhead is a dollar that supports a scholar.
100% of donations go directly to student programming, scholarships, and mentoring.
The proof

Where the value comes from.

Catch the high level, or open any one to read more. Each links to the full story on Substack.

$15Kper year · deleted

The $15K line item we deleted from our budget.

We used to pay a consultant to write our grants. Now AI drafts, a human reviews, and the quality holds.

Read more

For years a $15,000 line item sat in our budget for a grant-writing consultant. It was normal, and it was the kind of overhead that quietly eats a small nonprofit alive.

Today that $15,000 funds three full $5,000 scholarships. Not a cost cut. A stewardship decision.

Continue reading on Substack →
Three scholarships sketch
$15K = 3 scholarships
$40Kbuild value

We built a mobile app. We don't have a developer.

The app our scholars use every day was built in-house with AI. Zero developer fees.

Read more

Built and shipped to the App Store and Google Play, a comparable app would run an agency around $40,000 at the conservative end.

We built ours with AI, no developer on payroll. Our scholars get a professional-grade experience and we spent nothing on engineering.

Continue reading on Substack →
Mobile app sketch
One place, not ten
$14Kplatform value

A CRM that tells us how every scholar is doing.

In four days and 118 commits we turned a basic CRM into a full student-success platform.

Read more

A custom build like this runs around $14,000 from a Salesforce consultant. With AI we built it in four days: scholar dashboards, relationship-health gauges, and board-ready metrics.

Now we can answer "how is Jada doing?" in seconds, for every scholar in the program.

Continue reading on Substack →
CRM sketch
Both paths, one view
$40Kbuild + content

An internal wiki so knowledge never walks out the door.

The entire organization in one place, from fundraising and finance to coaching, programs, and our tech stack. Searchable, interlinked, built in-house.

Read more

When knowledge lives in one person's head, it leaves when they do. So we built a dense, searchable internal wiki that documents the whole organization: 13 sections spanning mission, fundraising, finance, operations, governance, partnerships, marketing, events, our student programs, coach management, and the full tech stack.

We had to aggregate and structure all of it from scratch, a build-and-populate effort that would run around $40,000. Now anyone on the team can find how anything works, and it updates as we do.

Continue reading on Substack →
Knowledge that persists sketch
13 sections, one source
$8Kbuild value

A professional website without a web developer.

Donations, volunteer signups, and our whole story. We built it and we maintain it.

Read more

Most nonprofits spend at least $8,000 to have a website built, plus thousands a year to maintain it.

Ours was built with AI and we maintain it ourselves. Every dollar saved is a dollar that never left the mission.

Continue reading on Substack →
Website iceberg sketch
The work beneath
$3.5Kdrafting value

Legal documents, drafted by AI, vetted by attorneys.

Employment agreements, HR policies, waivers. AI drafts, real attorneys review every word.

Read more

Drafting a small nonprofit's core legal documents runs around $3,500. We drafted ours with AI, then had pro bono attorneys review every word.

Right tool for the right work, with a human safety net where it counts.

Continue reading on Substack →
Three-tier legal rule sketch
Right tool, right work
$35Kbuild value

Onboarding on autopilot, for coaches and scholars.

Signed in-app, filed automatically, status tracked live. The chasing and paperwork just disappeared.

Read more

Onboarding used to mean sending forms, chasing signatures, and filing them by hand. We layered an automated system on top of our app: documents signed in-app via e-signature webhooks, synced to Salesforce, filed automatically, with an AI nudge engine and a live admin dashboard.

A six-integration custom build like this runs around $35,000 conservatively. Nobody chases paperwork anymore.

Continue reading on Substack →
Automation layered on the app sketch
The work, gone
These seven are the headline. Another 33 use cases add up underneath them.
What we've built so far

in value created with AI, and growing.

plus about $54,000 a year in work AI now handles

These are conservative estimates of what this work would cost at 2026 market rates. Most is capability we created with AI, not cash we would have spent. Some, like the $15,000 grant-writing consultant we let go, is money we redirected straight to students.

This is what responsible stewardship looks like.

Every dollar we saved went to scholarships, coaching, and programming. Your gift goes further here.