Medscribe By Zaltech AI
Multi-Agent AI Medical Documentation for Norwegian Healthcare
Advanced medical AI platform combining Deepgram Nova-2 transcription with GPT-4 Turbo for compliant clinical notes. Features 26+ specialty-specific templates, three specialized AI agents working collaboratively, and full support for Norwegian, Swedish, Danish, and English medical terminology.
The Challenge
Healthcare professionals across Norway and Scandinavia spend 30-50% of their time on documentation, causing burnout and reducing patient care quality.
Time spent on documentation
Specialties requiring templates
Languages to support
Time Burden
Healthcare professionals spend excessive time on administrative documentation, leading to burnout and reduced patient care quality
Language Barriers
Need multilingual support for Nordic medical terminology across Norwegian (Bokmål/Nynorsk), Swedish, Danish, and English
Specialty Requirements
Different documentation standards required across 7+ medical specialties including neurology, psychiatry, gynecology, and more
Compliance Concerns
GDPR and medical liability regulations require accurate, compliant documentation with strict validation and audit trails
The Solution
Medscribe combines specialized AI agents, medical-grade transcription, and compliance-first architecture to automate clinical documentation while maintaining the highest standards of accuracy.
Real-Time Medical Transcription
Voice-to-text with 99%+ accuracy using Deepgram Nova-2, specialized for medical terminology across Norwegian, English, Swedish, and Danish languages.
Multi-Agent AI System
Three specialized agents (Luna for transcription, Nova for medical knowledge, Stella for document analysis) work together via intelligent orchestrator.
26+ Medical Templates
Specialty-specific note templates including journal notes, referrals, medical certificates, and specialty consultations.
Multi-Language Support
Full support for Norwegian (Bokmål/Nynorsk), English, Swedish, and Danish with language-specific medical terminology.
Compliance-First Architecture
Strict validation ensuring no information is added beyond what physician actually documented (GDPR/medical liability compliant).
Vector-Based Knowledge Base
RAG system using Pinecone for evidence-based medical insights and clinical guidelines with real-time AI chat.
See It In Action
Intuitive interface designed for optimal user experience and maximum productivity
Multi-agent AI dashboard with Luna, Nova, and Stella working collaboratively for medical documentation
Technical Excellence
Built with production-ready technologies and enterprise-grade architecture patterns for scalability, security, and compliance.
Frontend
- React 18 + TypeScript
- Vite
- TailwindCSS
- Zustand
Backend
- FastAPI (Python)
- LangChain
- WebSocket
Database
- MongoDB
- Pinecone
- Redis
AI/ML
- GPT-4 Turbo
- Deepgram Nova-2
- LangChain
Integrations
- AWS S3/MinIO
- Google OAuth
- EPJ/EHR
Multi-Agent Orchestration
- •Three specialized AI agents via LangChain
- •Intelligent task routing and coordination
- •Domain-specific expertise per agent
- •Collaborative response synthesis
Nordic Language Support
- •Norwegian (Bokmål/Nynorsk)
- •Swedish and Danish support
- •Medical terminology in all languages
- •50M+ speakers coverage
Compliance & Security
- •GDPR-compliant data handling
- •Medical liability protection
- •Strict validation and audit trails
- •EPJ/EHR integration ready
Results & Impact
Production-ready platform delivering measurable improvements and real-world impact.
Key Achievements
Multi-Agent Orchestration
Three specialized AI agents working collaboratively via LangChain framework
Nordic Language Support
Full support for Norwegian, Swedish, Danish, and English medical terminology
26+ Specialty Templates
Purpose-built templates for neurology, psychiatry, gynecology, ENT, and more
Compliance-First Design
GDPR compliant with medical liability protection built into every layer
Ready to Deploy
Intelligent ROI?
Join Norwegian healthcare providers who have reduced documentation time by 70-80% with Medscribe's multi-agent AI platform.