Built by industry experts, not engineers

You know your industry.
Now automate it.

Every job has repetitive work that AI can handle. At MakerSquare, professionals build custom AI tools for their exact workflows—and ship them before they leave.

15+
Industries represented
3-5
Tools shipped per student
0
Lines of code written
Get Curriculum
Case Law Assistant
Legal / Law Firms
"Find TX non-compete cases for sales roles"
→ 23 cases found, top 3 summarized
Research time -60%
Prior Auth Generator
Healthcare
ICD-10: M54.5 → Letter generated
Medical necessity: documented
Time per letter 30m → 2m
Invoice Auto-Coder
Finance / Accounting
INV-4521: $4,250 → GL 6100
Status: Auto-coded ✓
Auto-categorized 95%
Resume Screener
Recruiting
Productivity 3x
Legal Healthcare Finance Real Estate Recruiting Marketing + 8 More

You don't need engineers.
You need your own expertise + the right tools.

The best AI tools come from people who understand the problem. A lawyer builds a better legal research tool than any engineer. A recruiter builds a better screening system. That's the MakerSquare thesis.

Healthcare / Medical Practices

AI Admin & Patient Assistant

Your clinical team is drowning in paperwork. Prior auths, patient calls, visit summaries. The admin burden is crushing your ability to care for patients.

The daily grind
30+ minutes per prior authorization letter
Front desk answers the same 50 questions daily
Denial appeals require custom letters every time
What you build
Prior auth letter generator from diagnosis codes
Patient FAQ chatbot for scheduling, prep, billing
Visit summary generator from voice notes
Claude Skills Whisper (voice-to-text) ElevenLabs (AI voice) Claude Code
Prior Auth - MRI Lumbar
Patient: Johnson, M. | Generated 2m ago
Sent
Prior Auth - PT Referral
Patient: Williams, S. | Generated 5m ago
Sent
Patient Inquiry
"What should I eat before my colonoscopy?"
Auto-replied
Denial Appeal - Blue Cross
Patient: Chen, L. | Draft ready
Review
80%
Calls handled by AI
Recruiting / Staffing

AI Candidate Screener

200 resumes land in your inbox. You know what a good candidate looks like. You just need help finding them faster.

The daily grind
Days spent reviewing resumes for a single role
No time for personalized outreach at scale
Candidate notes scattered across 5 different tools
What you build
Resume parser that scores fit and extracts key qualifications
Personalized outreach generator based on candidate background
Candidate profile consolidator from all touchpoints
Resume Parsing Claude Code Composio Supabase
Sarah Chen
7 yrs exp. | Previously: Salesforce, HubSpot
94
Michael Torres
5 yrs exp. | Previously: Oracle, SAP
87
Jessica Park
3 yrs exp. | Previously: Startup, Agency
82
David Kim
2 yrs exp. | Career changer
71
3x
Recruiter productivity
"I spent 6 months trying to learn Python to automate my job. At MakerSquare, I built more in 2 weeks than I did in 6 months on my own."
Marketing Director, Austin Agency
Real Estate / Property Management

AI Lease Analyst

Lease abstraction takes forever. Comps require pulling from 10 sources. Your expertise is in deals, not data entry.

The daily grind
2-4 hours to abstract a single lease
Comp analysis means manual data from multiple sources
Tenant inquiries pile up unanswered
What you build
Lease abstractor that extracts terms into your database
Market comp analyzer from public data sources
Tenant inquiry bot for availability and tours
Document extraction Playwright Supabase Claude Skills
Lease Abstract - 500 Congress Ave
Tenant
Acme Corp
Term
5 years
Base Rent
$42/SF NNN
Escalations
3% annual
TI Allowance
$65/SF
Options
2x 5-yr
FLAG: Non-standard clause
Early termination right at month 36 with 6-month notice
4hrs
Saved per lease
Marketing / Agencies

AI Content Engine

Briefs to copy takes days. Social calendars need constant feeding. You have the strategy, but execution is a bottleneck.

The daily grind
Days of back-and-forth from brief to final copy
Social calendar needs constant manual creation
Client reports pull from 10 different platforms
What you build
Brief-to-copy generator in your brand voice
Social calendar builder from campaign themes
Cross-platform report compiler with insights
Claude Skills Playwright Composio Claude Code
Generate 5 LinkedIn posts for our Q2 product launch. Tone: confident but approachable.
Post 1 - Teaser (Week 1)
Something big is coming. After 18 months of R&D and 500+ customer conversations, we're ready to change how teams handle [X]...

Post 2 - Problem (Week 2)
We talked to 200 ops leaders last year. The #1 frustration? Not the tools. It's the...
10x
Content velocity
Finance / Accounting

AI Financial Ops Automator

Invoice processing, expense categorization, month-end close. You understand the numbers. The busywork doesn't need you.

The daily grind
Manual data entry and GL coding for every invoice
Expense reports need line-by-line review
Month-end close has 50+ manual reconciliation steps
What you build
Invoice parser with automatic GL coding
Expense categorizer with policy violation flags
Close checklist automation with status dashboard
Document Parsing Supabase Composio Workflows
Invoice Processing Queue
INV-4521 | Acme Supplies
$4,250.00 | GL: 6100-Office Supplies
Auto-coded
INV-4522 | CloudHost Inc
$12,500.00 | GL: 6200-Software
Auto-coded
INV-4523 | Travel Expense
$890.00 | GL: 6500-T&E
Over limit
INV-4524 | Consulting Co
$25,000.00 | GL: ???
Needs review
95%
Auto-categorized
And many more

Every industry has AI use cases.
Here's what else students build.

Consulting

Industry research bots, proposal generators, knowledge base search across past projects.

Research time: -70%

Insurance

Claims intake automation, policy comparison tools, coverage Q&A chatbots.

Claims processing: 5x faster

Construction

RFP response drafters, change order documentation, safety compliance generators.

RFP turnaround: -50%

Hospitality

Menu description writers, review response bots, catering inquiry handlers.

Review response: 90% auto

Education

Course outline generators, quiz creators, feedback analyzers, learning path recommenders.

Content creation: 8x faster

Nonprofit

Grant narrative drafters, donor thank-you generators, impact report compilers.

Grant writing: -60% time

Retail

Product description generators, customer FAQ bots, inventory alert systems.

Support tickets: -80%

Energy

Field report generators, compliance document compilers, customer outage bots.

Documentation: 4x faster
Your turn

Your industry expertise is the moat.
We teach you to build on top of it.

Every use case on this page was built by someone who came in knowing their field, not knowing how to code. 2 weeks later, they shipped real products.

Next cohort: July 6, 2026 · Austin, TX · small cohorts · $3,999