Vitalyze is an AI-powered precision health platform. Upload lab results, genetic raw data (23andMe/AncestryDNA), or medical documents — the system routes everything through 7 domain-specific AI specialists running in parallel, cross-validates findings across sources, and delivers a comprehensive health assessment with confidence scores.
The pipeline filters 586K+ raw SNPs down to 120+ clinically actionable genetic variants using real-time NCBI dbSNP annotations. Each specialist agent (blood, genetic, hormone, nutrition, training, symptom, methylation/detox) analyzes its domain independently, then a master synthesis agent cross-validates and resolves contradictions. Zero data is stored — everything auto-deletes within 24 hours.
Technical Highlights
- 7 parallel specialist AI agents with domain-specific prompting
- Cross-validation engine that scores confidence across data sources
- Genetic analysis — 586K+ SNPs filtered to 120+ actionable variants via NCBI dbSNP
- Document processing — PDFs, lab images (German format), spreadsheets via Mistral OCR + EasyOCR
- Interactive health coaching chat with Eleven Labs voice input
- Privacy-first — zero persistent storage, 24h auto-deletion
Stack
- AI: OpenAI GPT-4o, Google Gemini 2.5, Mistral AI (OCR)
- Backend: FastAPI, Python, Uvicorn
- Genetic: NCBI dbSNP E-utilities, SQLite caching
- Document Processing: PyMuPDF, EasyOCR, Pandas, OpenCV
- Speech: Eleven Labs STT