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About VoiceDoc

AI Health Triage Assistant

VoiceDoc is an AI-powered health triage assistant built for rural communities in India and across the Global South. It helps people with limited healthcare access understand their symptoms, assess urgency, and find the nearest medical facility — in Hindi or English, by voice or text, on any smartphone.

The Problem

In rural India, there is 1 doctor for every 11,000 patients — eleven times worse than WHO recommendations. When someone falls ill, they face an impossible choice: make a 4–6 hour journey to a clinic (often for something manageable at home), or self-medicate dangerously with no information.

This isn't just India's problem. Over 2 billion people globally face similar barriers. VoiceDoc is built for India first — as a replicable blueprint for any underserved community.

600M+
Rural Indians without specialist access
2B+
People globally with limited healthcare
40%
Estimated unnecessary hospital visits
< 30s
Average triage time with VoiceDoc

The Solution

VoiceDoc gives people an AI-powered first opinion in seconds. Users describe symptoms by voice or text in Hindi or English. Claude AI assesses severity and responds with:

  • 🟢 GREEN: Home care advice for minor symptoms
  • 🟡 YELLOW: Clear instructions to see a doctor soon
  • 🔴 RED: Emergency alert with immediate ambulance call button
  • 🗺️ MAP: Nearest PHC, CHC, or hospital with phone numbers

AI Stack

Next.js 15
React framework for the frontend
Flask (Python)
Backend API and AI orchestration
Groq (LLaMA 3.3)
Core AI triage engine — fast & free
Framer Motion
Fluid UI animations
Tailwind CSS
Utility-first styling
OpenStreetMap
Free, open maps for clinic finding

Important Disclaimer

VoiceDoc is not a medical device and does not provide medical diagnoses. It is an AI assistant designed to help people make informed decisions about seeking care. Always consult a qualified healthcare professional for proper medical advice, diagnosis, and treatment. In emergencies, call 102 immediately.