Use case · Live

Adaptive bilingual exam prep, instrumented day one.

MedPrüf is a bilingual adaptive exam platform for foreign doctors certifying in Austria and Germany. 10,993 active questions across Kenntnisprüfung Wien, KMP Innsbruck, and Pharmakologie. GA4 + Microsoft Clarity + a 7-tab internal admin dashboard wired on day one.

The problem

The Austrian Kenntnisprüfung is the gate to practicing medicine for tens of thousands of foreign-trained doctors. Existing prep material is PDF-era, monolingual, and not adaptive. The cost of a second attempt is months of lost income.

A good AI-first platform does three things: it picks the right next question, tracks mastery across subdomains, and surfaces weaknesses before the exam — not after.

What's live
  • 10,993 active questions across 3 exam tracks
  • Bilingual DE/EN at the component level
  • Adaptive practice + study modes
  • Feedback loop on every question
  • 7-tab admin (Content / Users / Exams / Billing / Feedback / Analytics / Settings)
  • GA4 + Clarity + Vercel Analytics from launch
  • Founders' pricing live, crypto-first payment rails
Pattern

The architecture pattern, ready to port.

MedPrüf is the AI-first SaaS blueprint applied to a vertical. The same stack underpins RetailOS and Harmonia POS: bilingual component layer, adaptive scoring on server actions, 7-tab admin, DKIM transactional email, GA4 + Clarity from day one.

STACK · medpruef.comapr 2026 launch
feNext.js 16 App Router · Tailwind · Framer
beSupabase · pg-rls · server actions
aiAdaptive scoring · feedback signal capture
opsGA4 · Microsoft Clarity · Vercel Analytics
FAQ

What exam-prep operators ask.

Because it's a perfect fit for AI primitives — bank of structured questions, explicit mastery model, bilingual audience, high stakes, high willingness to pay. MedPrüf is the proof case.
Product: MedPrüfService: AI-first SaaSUse case: Clinics + Practice AI
Next step

Running an exam, licensing, or certification platform?

Book a fit call. The MedPrüf pattern ports to almost any high-stakes exam vertical.

18–24h reply · Cairo + EU hours · honest scoping