▶ project.execute()
> OscaiX MediScribe AI Medical Documentation for Indian Doctors_
MediScribe by OscaiX is India's #1 AI medical scribe, purpose-built for Indian healthcare. It instantly converts chaotic Hinglish doctor-patient consultations into 100% ABDM-compliant structured EMR notes. The platform features real-time transcription, zero-click auto-EMR generation, ICD-10 coding, clinical prescription safety flags, and HIPAA/SOC2-grade security saving doctors 3+ hours per day.
//Project_Overview
Problem: Indian doctors waste 3+ hours daily on manual EMR documentation, and existing tools don't understand the way Indian doctors actually speak mixing Hindi and English (Hinglish) in real consultations
Solution: Built MediScribe, an AI-powered medical scribe that converts chaotic Hinglish consultations into 100% ABDM-compliant structured clinical notes in real-time, with zero-click auto-EMR generation and ICD-10 coding
Outcome: Deployed a production SaaS platform for India's 1.3M doctors, saving 3+ hours daily per physician with ABDM M1/M2/M3 certification, HIPAA-grade security, and automatic prescription safety flags
//Key_Features
Real-time Hinglish AI transcription understands how Indian doctors actually speak
Zero-click Auto-EMR Generation auto-extracts Symptoms, HPI, Diagnosis, and Prescriptions
100% ABDM M1, M2, M3 Compliant meets all Indian digital health standards
ICD-10 automatic disease coding for structured clinical records
Clinical Prescription Safety Engine with drug interaction and dosage alerts
HIPAA & SOC2 grade security with end-to-end encryption
Interactive demo with simulated real consultation session
Patient Summary Generator for digital health record sharing
Hospital Enterprise EMR integration and standalone clinic scribe mode
//Challenges_and_Solutions
Challenges
Training AI to accurately understand Hinglish (mixed Hindi-English) medical conversations with domain-specific terminology
Implementing 100% ABDM (Ayushman Bharat Digital Mission) M1, M2, M3 compliance for Indian healthcare regulations
Building a zero-click EMR generation system that extracts symptoms, history, diagnosis, and prescriptions automatically
Designing a clinical safety engine that flags dangerous prescription interactions and dosage errors in real-time
Creating an intuitive doctor UI that integrates seamlessly into a 4-minute OPD consultation workflow
Solutions
Developed Hinglish ASR (Automatic Speech Recognition) pipeline with medical vocabulary fine-tuning for Indian dialects
Built ABDM-certified integration layer supporting M1 (Health ID), M2 (Health Records), and M3 (ABHA linking) standards
Implemented NLP extraction pipeline for Chief Complaint, HPI, Examination Findings, Diagnosis, and Prescriptions
Created Clinical Safety Engine with drug interaction database, dosage threshold alerts, and contraindication flagging
Designed split-screen consultation UI: live transcription panel (left) + structured EMR builder (right) for minimal distraction
//Technology_Stack
//Outcomes_and_Impact
Saves Indian doctors 3+ hours daily on documentation, allowing more time for patient care
100% ABDM M1, M2, M3 compliant meets all Indian digital health regulatory requirements
Real-time Hinglish transcription with medical terminology accuracy for Indian OPD consultations
Prescription safety flags prevent medication errors before they reach the patient
Built for India's 1.3M doctors spanning urban hospitals and Tier 2/3 city clinics