examie · edtech for kz
8,500+ real ENT exam questions. Bayesian IRT in real time. Voice tutor in Kazakh. Real-time multiplayer Battle. Built for Kazakhstan.
free during beta · TestFlight + web access
Where does the Krebs cycle take place inside a cell?
trained on kazqad · built solo · open to teachers and edtech marketers
2PL Item Response Theory. After every answer, theta and standard error update via 41-point Gauss-Hermite quadrature. The next question is selected for maximum Fisher information at the current ability — same math behind SAT and GRE adaptive testing.
Whisper transcribes. Claude Sonnet streams the answer, grounded in 6,640 retrieved chunks from KazQAD and Kazakh Wikipedia. OpenAI TTS speaks back. Round-trip in ~3 seconds.
Socket.IO matchmaking. 2-4 students answer the same 5 questions in real time. Speed bonus rewards quick correct answers. Winner gets +50 XP. A daily-active mechanism that competitors don't have.
| Feature | Static apps | Examie |
|---|---|---|
| Questions | ✗ Static bank | ✓ Bayesian-adaptive |
| AI tutor | ✗ None | ✓ Voice in Kazakh + RAG |
| Social | ✗ None | ✓ Multiplayer Battle |
| Content | ✗ Generic | ✓ KazQAD + Claude-augmented |
| Score prediction | ✗ Pass/fail | ✓ Monte Carlo CI |
| Pricing | ✗ ₸2,500–4,000/mo | ✓ TBD · parent-billed |
Why not just use ChatGPT?
ChatGPT doesn't know the Kazakh ENT format, doesn't pull from real ENT questions, doesn't track your ability over time, doesn't speak Kazakh natively, doesn't have a competitive multiplayer mode, and won't score-predict your exam result.
Is the beta free?
Yes. Beta is free until Astana Hub residency confirms. Production pricing will be parent-billed (Apple IAP / Google Billing / Kaspi Pay), aimed at ~₸3,000/mo — well below the ₸15-30k/mo cost of a private tutor.
How accurate is the score prediction?
After 5–10 practice sessions, ±15 points 95% CI. After 50+ sessions, ±5–8 points. Monte Carlo over per-subject theta posterior. We re-calibrate as students complete real ENT mock exams.
What about minors and privacy?
Parent linking is mandatory for billing. Student PII is minimized — no school name, no real-time geo. KZ-hosted Postgres is on the roadmap. GDPR-compliant by design.
200,000 students take ent every year
Beta open to the first 50 students. Astana Hub residency in progress. Full launch 2 months after.