Why Indian Government Hospitals & AYUSH Need Medverse
Extreme OPD Congestion
Hospitals like AIIMS and District Civil Hospitals see 5,000+ daily OPD patients. Doctors have an average of 2.5 minutes per patient, making comprehensive history taking nearly impossible. Medverse self-intakes patients in the waiting area.
Ayurvedic-Allopathic Bridge
Over 60% of Indian patients take Ayurvedic remedies (e.g. Shilajit, Karela, Guggulu) alongside prescription Allopathic drugs (Metformin, Aspirin, Telmisartan). Medverse's Herb-Drug Engine detects interactions and alerts clinicians instantly.
Paper Records to Structured FHIR
Patients bring crumpled paper receipts and lab records. Medverse uses camera OCR to digitize lab entities, builds a 4-month chronological timeline, and exports standard HL7 FHIR R4 bundles compliant with ABDM.
The 5 Complete System Workflows
Every route is fully implemented, responsive, touch-optimized (48px+ targets), and equipped with dual backend-frontend execution.
Patient Onboarding
ABHA ID & 10-digit Phone entry with 48px+ virtual numpad, ABDM consent agreement, multilingual audio guide.
Multimodal AI Chat
SOCRATES & Dashavidha Pariksha dialogue, Web Speech API speech-to-text, 4 dynamic chips, Red-Flag detection.
OCR Document Scan
Camera viewfinder reticle, preset multi-page thumbnail reel, entity normalization & chronological timeline.
Intake Receipt Slip
Bilingual thermal receipt slip, OPD room token, structured findings verification (✅ Correct / ✏️ Edit).
Doctor Dashboard
Red-Flag queue, editable AI summary (Accept/Edit/Reject), Recharts glucose trends, Herb-Drug checker, FHIR R4.
Full-Stack System Architecture
Clean separation of high-performance AI backend microservices and accessible frontend client components.
Frontend UI / UX
Next.js 14 App Router, Tailwind CSS, Lucide, Recharts
- • 48px+ touch buttons for kiosk
- • Web Speech API live voice capture
- • 5 languages (hi, en, mr, bn, ta)
- • Recharts 4-month metabolic trend
FastAPI Backend
Python 3.11, Uvicorn, Pydantic v2 Async API Service
- • SOCRATES 8-step state machine
- • Ayurvedic Dashavidha Pariksha
- • Red-Flag triage regex & NER
- • Herb-Drug interaction matrix
Data & Vector Layer
PostgreSQL, pgvector, Prisma ORM Models
- • 1536-dim embedding vectors
- • Cosine similarity cohort matching
- • Treatment duration & outcomes
- • Patient & Encounter models
Interoperability
HL7 FHIR R4 & ABDM Sandbox Gateway
- • ABDM Milestone 1 (ABHA / OTP)
- • Milestone 2 (HIP Care Context)
- • Milestone 3 (HIU Consent Fetch)
- • FHIR R4 Bundle JSON export
AYUSH-Allopathy Herb-Drug Interaction Matrix
Cross-references co-prescribed pharmaceuticals with Ayurvedic herbs to prevent adverse reactions or optimize synergy.
| Allopathic Pharmaceutical | Ayurvedic (AYUSH) Formulation | Safety Rating | Pharmacological Mechanism & Advice |
|---|---|---|---|
| Metformin 500mg / 1000mg | Shilajatu (Shilajit) / Ayush-82 | MONITOR | Fulvic acid and charantin enhance GLUT-4 insulin sensitivity additively with Metformin. Beneficial synergy; monitor for hypoglycemia. |
| Aspirin 75mg / 150mg | Yogaraj Guggulu | CAUTION | Guggulsterones exhibit mild antiplatelet effects compounding COX-1 inhibition. Space administration by 2 hours; monitor bleeding. |
| Telmisartan 40mg | Punarnavadi Kashayam | MONITOR | Boerhavia diffusa acts as natural potassium-sparing diuretic. Check serum electrolytes (potassium) at 3-4 weeks. |
| Atorvastatin 20mg | Triphala Guggulu | BENEFICIAL | Synergistic reverse cholesterol transport and lipid peroxidation clearance. Highly favorable complementary therapy. |
Verified Production Endpoints (100% Passing)
All 9 backend and frontend routes have passed unit tests and end-to-end HTTP integration checks.
Experience Medverse in Action
Test the live self-service kiosk as a patient or open the doctor command center to review high-volume queues, emergency triage alerts, and Recharts trends.