AI Is Changing How Small Businesses and Nonprofits Build — and I’m Excited to Be Part of It
- Jan 21
- 4 min read
Updated: Jan 22
There’s a lot of noise right now around AI.
Most of it sounds like:
“Just type one sentence and your app builds itself.”
Anyone who has actually built software — or supported real organizations — knows that’s not how this works.
But here’s the part that is real and genuinely exciting:
AI is lowering the barrier to building useful, production-ready tools for small businesses and nonprofits in a way we’ve never seen before.
Recently, I had the opportunity to test this in a very real, very practical way.
The Real Problem I Was Solving
I support Texas Valor Project, a nonprofit that serves veterans and first responders. As part of that work, I needed a better way to collect and manage golf tournament team rosters for an upcoming event.
If you’ve ever run an event like this, you know the pain:
Teams are sold before rosters are finalized
Names trickle in over time
Google Forms and Sheets get messy fast
Admins end up chasing people down
I wanted something that:
Was easy for sponsors and team captains
Allowed edits over time
Gave admins clean visibility
Eliminated spreadsheet chaos
Google Forms technically worked — but operationally, it was fragile.
Why I Chose to Test Base44
I’ve been paying close attention to modern AI app builders, and Base44 caught my interest because it sits in an important middle ground.
It’s not a no-code toy — and it’s not a traditional engineering lift.
Base44 allows you to:
Describe workflows in plain language
Generate real, usable apps
Iterate quickly without spinning up a full dev team
For small organizations and nonprofits, that’s a meaningful shift.
So I decided to test Base44 against a real operational need — not a demo, not a hypothetical.
The result is a live app we’re actively using to collect and manage golf tournament teams.
👉 You can view the app here:
Want to try Base44 out yourself? Check it out here.
What the Marketing Leaves Out (and Why That Matters)
Here’s the honest part.
You cannot just type:
“Build me an app to collect golf teams”
…and expect something usable to appear.
What does work is treating AI like a junior product engineer, not a genie.
That means:
Defining users clearly
Describing how people actually behave
Accounting for partial data and edits over time
Thinking about admin workflows
Designing for clarity, not cleverness
AI accelerates execution — but product thinking still matters.
That’s where experience comes in.
The Exact Prompt Structure I Used
Below is the structured prompt framework I used to produce this app. I’m sharing it intentionally, because this is the part most demos skip — and it’s where the real leverage is.
Base44 App Prompt – Real-World Version
Purpose
Build a web app to replace Google Forms and spreadsheets for collecting golf tournament team rosters.
Users
Team captains / sponsors (submit and edit their teams)
Admins (view, filter, export, finalize)
Core Workflow
Captain logs in via email or unique link
Captain enters company and sponsorship information
Captain creates one or more teams (foursomes)
Teams can be saved partially and edited later
Captain finalizes teams when ready
Admin reviews and manages all submissions
Data to Collect
Company or sponsor name
Sponsorship tier
Captain contact information
Team label
Player names and contact details (up to four per team)
Rules
At least one player required per team
Teams editable until finalized
Admin can mark teams as complete
All data exportable to CSV
Admin Requirements
Filter by sponsor, status, completeness
Search by name or email
Export rosters
Track created/updated timestamps
UX Requirements
Mobile-friendly
Simple language
Clear confirmation states
No technical friction for users
Copy-Paste Template You Can Adapt
If you’re curious to try something similar, here’s a generic version you can copy and tailor to your own organization or workflow:
Generic AI App Prompt Template
Purpose
Build a web app to replace spreadsheets or forms for managing [describe the process].
Users
Primary users: [who enters data]
Admin users: [who reviews/manages data]
Workflow
User signs in
User submits or edits information
User can return later to update
Admin reviews and finalizes
Data Needed
[list the fields you actually need]
Rules
What’s required vs optional
What can be edited later
What “final” means
Admin Needs
Filters that matter
Search functionality
Export options
UX Expectations
Simple
Mobile-friendly
Clear confirmations
This level of clarity is what turns AI from a novelty into a tool.
Why This Matters for Small Businesses and Nonprofits
Most organizations don’t lack ideas — they lack time, budget, and technical capacity.
AI tools like Base44 change the equation by allowing:
Faster experimentation
Purpose-built tools for real workflows
Less reliance on brittle spreadsheets
More time spent on mission-critical work
This is where I see AI having its most meaningful impact — not flashy demos, but quiet operational improvements.
Why I’m Personally Excited About This
As an engineering leader and fractional CMO, I sit at the intersection of:
Systems
Strategy
People
Technology
AI doesn’t replace experience — it amplifies it.
When you combine clear thinking, operational context, and the right tools, you can build things that genuinely help organizations move forward.
That’s the part I’m excited about.
A Simple Invitation
If your organization — nonprofit or small business — is dealing with:
Manual processes
Spreadsheet sprawl
Forms that no longer scale
And you’re curious what’s possible with today’s AI tools, feel free to reach out. I’m always happy to talk through problems, pressure-test ideas, or share what I’m learning — no pitch required.
And if you’re interested in supporting an incredible cause, you can learn more about the Texas Valor Project golf tournament here:
This work matters — and it’s exciting to see new tools finally meet real-world needs.
—
Alexis Chitwood
Engineering Leader | Fractional CMO | Builder

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