Learning and careers decision
NT School Reports
A single competent developer can build and run a useful, pay-as-you-go NTBOS-aligned comment generator and workspace; the vendor's value is tuning, content and convenience rather than irreplicable moats, so self-build is realistic.
Visit website↗Built by Pieter van Wyk, who ships 10 products in this index
$10/mo
$120/yr
Read off the official pricing page.
$100one-off40 h to build
$50/mo6 h/mo upkeep
On cash alone, building overtakes the subscription at 6 seats.
No open-source build does this yet
Nothing published replaces this one, so a replacement starts from an empty file. Here is what it would have to cover.
What a replacement has to do
- Teacher selects student/subject and achievement level → choose length/tone → enter brief notes/strengths → system consumes one token and calls an LLM with NTBOS-tuned prompt → present editable draft for teacher approval/export.
What it still won’t have
- Pre-tuned NTBOS prompt library specifically crafted for Northern Territory reporting
- Privacy-first workplace policy and wording from the vendor ('We never collect real student names or personal information') as presented
- Included content resources, blog posts, and example comment library
- Priority support (noted as included on the Full Year pack)
What remains hard
- Product polish and ongoing maintenance
First-year cost
Keep paying
Paying is—cheaper in year one.
On cash alone, building overtakes the subscription at 6 seats.
Money you would actually spend
Time you would spend
—
What you would spend
What we assumed
The verdict above measures whether you could build it. This one is only about money.
Runnable build prompt
Build a minimal NT School Reports replacement using Next.js (React) for frontend, PostgreSQL for storage, Node.js/Express API, Stripe for one-off token purchases, and OpenAI for text generation. In scope: user registration and login (email), store teacher workspace with student nickname codes, token balance management, Stripe checkout for buying token packs (50/150/500), prompt template management keyed by subject/year/achievement (NTBOS scales), server-side OpenAI integration that consumes a token per generation, an editor UI to show/edit generated comments and export to PDF/clipboard, basic privacy behavior (store nicknames not real names), logging and error handling, and automated tests for payments and LLM calls. Out of scope: training custom models, multi-jurisdiction curriculum tuning, formal privacy certification, multi-tenant school billing. Provide end-to-end tests, error handling for payment and API failures, and deployment scripts (Docker + Vercel/Heroku instructions).
How we checked
How the score was reached
- Build verdict base78
- 3 cited sources+3
- Price verified on pricing page+3
- Evidence score84
The base comes from the verdict. Everything under it is a check that either happened or did not, and each one is a fact frozen in this record rather than a judgement made at render time - so the same evidence always produces the same number.
How scoring works →Cited sources · 3
Every page the run actually retrieved.
- official productNT School Reports (home)
- official pricingNT School Reports Pricing
- official docsNT School Reports Features
Integrity checks
What held up, and what did not.