Klinova — AI tutor for medical competency examination preparation.
A validated SKDI-aligned vignette question bank, adaptive mastery tracking, and Dokter Pintar — a retrieval-based AI tutor that answers clinical concepts grounded in medical sources, not hallucination.
UKMPPD preparation demands mastery of thousands of clinical concepts across 18 systems and disciplines. Scattered question banks, shallow explanations, and general-purpose AI tutors that readily fabricate answers make it difficult for students to distinguish what is clinically correct. In a medical context, a wrong answer is not merely a lost mark — it shapes a flawed clinical understanding.
Klinova addresses this with validated questions and Dokter Pintar — an AI tutor whose every answer is grounded in a curated medical corpus with references, not language model guesswork.
Retrieval-grounded AI tutor.
Each stage is designed so that the tutor's answers are accountable to medical sources, not hallucination.
- 01
Corpus curation
71 curated medical source documents are broken into 5,310 semantic chunks, supplemented by 850 bibliographic entries — the knowledge base that serves as the tutor's reference.
- 02
Semantic embedding
Each chunk is indexed as a vector embedding for semantic search, enabling meaning-based retrieval — not merely keyword matching.
- 03
Retrieval top-k
A student's question is embedded and matched to the most relevant chunks. Only the retrieved context is passed to the model — constraining the answer space to verified material.
- 04
Answers with references
Dokter Pintar composes answers from curated chunks with instructions to cite sources. When the context is insufficient, the tutor acknowledges the limitation rather than fabricating an answer.
- 05
Mastery feedback loop
Practice results update the per-system mastery map, then the system recommends drills on the weakest areas — personalisation that continuously adapts as the student progresses.
Depth and validity.
Klinova runs in production with a question bank that is continuously curated and validated. Questions are structured in clinical vignette format aligned to the SKDI blueprint, covering 18 medical systems and disciplines.
Dokter Pintar is built on a curated medical corpus — every tutor answer references verified material, not guesswork from a general language model.
Full access, start today.
Premium subscription for intensive pre-examination preparation — full question bank access, Dokter Pintar, and mock examination simulations.
Premium
Full access for serious UKMPPD preparation.
- Full question bank access
- Unlimited Dokter Pintar
- Full mock exam & simulations
- Discounted: 3 months Rp 249,000 · 6 months Rp 449,000
Questions frequently asked.
Clarification on questions commonly raised by prospective Klinova users.
What is Klinova? [ + ]
A preparation platform for the Medical Professional Competency Examination (UKMPPD) combining a validated vignette question bank, adaptive mastery tracking, and a retrieval-based AI tutor to help medical students pass their competency examination.
What is Dokter Pintar? [ + ]
Dokter Pintar is an AI tutor based on retrieval-augmented generation (RAG). Every answer is grounded in a curated medical corpus with explicit source citations — ensuring no fabrication (hallucination), which is critical in a clinical context.
How many questions are available? [ + ]
6,600+ validated active questions from a bank of more than 9,800, covering over a dozen medical departments and disciplines, structured in alignment with the Indonesian Doctor Competency Standards (SKDI) blueprint.
How much does Klinova cost? [ + ]
Premium plans start from Rp 99,000/month (or Rp 249,000/3 months, Rp 449,000/6 months) for full question bank access, unlimited Dokter Pintar, and complete tryout simulations.
Try Klinova now or discuss an AI tutor for your institution.
Try Klinova and begin your UKMPPD preparation today. For institutional licensing or engagement patterns, the WTB team opens discussion sessions.