ai business · 11 · real-life use case

A tutor for every student. Priced for every school.

A done-for-you AI study coach: it explains concepts, quizzes the student, marks practice answers and builds revision plans from the school's own material. Sold to schools, tutoring centres and parents.

In short

  • What it is: A personal tutor for every student, from their own course material.
  • Price: from $149 one-time, with an optional $79/mo care plan.
  • Time to launch: installed, branded and wired to Stripe in about 48 hours.
  • Best for: Schools, tutoring centres, parents.
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30-day launch guarantee · you own the code and the customers

ai-study-coach · preview
// AI Study Coach
stack: Next.js · D1 · R2 · OpenRouter
best for: Schools, tutoring centres, parents
time to first sale: 2–4 weeks
margin: Very high
✓ installed, branded & wired in 48h
licence options

Buy once. Deploy for 1, 20, or unlimited clients.

The licence is one-time and sets how many businesses you may deploy for. The care plan (updates, monitoring, support) is optional — bring your own keys and skip the monthly entirely.

Single

1 client

$149

one-time · you own the code

Unlimited

unlimited clients

$2,499

one-time · you own the code

Care plan from $79/mo, optional · or run it yourself with your own model keys.

ai-study-coach · demo
see it running

Watch the AI Study Coach demo.

A short walkthrough of the dashboard, the automations and the client-facing experience. Enter your name and email to unlock it.

  • Dashboard & client portal tour
  • The automations running live
  • What the buyer actually receives
the opportunity

Why this sells.

Tutoring is expensive and scarce

Most families can't afford regular tutoring. A branded AI tutor is affordable and always available.

Schools buy software

Schools and tutoring centres buy per-seat or per-cohort, and renew annually.

Curriculum-aligned wins

Loading the school's own material makes it feel bespoke and makes it hard to cancel.

Entry price

$149

Care plan

$79/mo

Time to first sale

2–4 weeks
what it does

Features.

▤

Explains from your material

Answers and explains concepts from the school's own textbooks and notes, with citations.

✓

Quizzes & marking

Generates quizzes and marks practice answers with feedback.

◔

Revision plans

Personalised study plans based on weak areas.

✦

Any subject

Maths, sciences, languages, humanities — the coach adapts.

◍

Teacher dashboard

See where the class is struggling and set assignments.

⚿

Safe by default

Guardrails, no external data, and consent handled for you.

how the install works

Live in 48 hours.

1

Load the curriculum

We ingest the school's material into the tutor.

2

Set guardrails

Age-appropriate tone, safety and no-answer-to-homework cheating rules.

3

Brand it

Your domain and identity.

4

Pilot a class

We run a pilot with one class as the case study.

automations/
$ python ingest_documents.py
$ python eval_retrieval.py
$ python permission_sync.py
$ python usage_billing_report.py
✓ all included with the install
python automations

Included automations.

  • ingest_documents.py — Ingest textbooks and notes for grounded answers.
  • eval_retrieval.py — Check answer accuracy before you hand it to a school.
  • permission_sync.py — Keep student data scoped and private.
  • usage_billing_report.py — Bill per-seat or per-cohort.
your pricing

What you pay us — what you charge them.

You pay us

$149

one-time install, fully branded

  • Curriculum-grounded tutor
  • Quizzes + marking
  • Revision plans
  • Care plan optional +$79/mo

The maths

1 school

500 students × $8/mo is $4,000/mo from one account

  • Annual school contracts
  • Curriculum lock-in
  • Low churn
Ask a question →

“A tutoring centre licensed it for 200 students and now offers 'AI tutor included' as a premium tier. It pays for itself every month.”

Tutoring centre · AI Study Coach · 200 students

FAQ

Is it safe for children?

Yes — age-appropriate guardrails, no external data, and a consent flow we set up with you.

Will it just do their homework?

No. You set the rules: it explains and quizzes rather than handing over answers.

Can it follow a specific curriculum?

Yes — it's grounded in the school's own material, so answers match what they teach.

How do schools pay?

Per seat or per cohort, annually; the platform meters and invoices it.

Own your AI business this week.

$149 to install. Sell it to one client and you're in profit.

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