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HealthTech · 2026

MedScript AI

AI-powered clinical documentation assistant that reduces physician note-taking time by 60%, using fine-tuned medical LLMs and HIPAA-compliant storage.

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Timeline10 weeks
SectorHealthTech
Core TechPython
Primary Outcome−60% Documentation time

Project Overview

MedScript AI is a clinical documentation assistant that automatically listens to doctor-patient consultations and compiles HIPAA-compliant, structured medical notes. It integrates directly with major EHR platforms to streamline workflows.

The Client Challenge

Physicians spent up to 3 hours daily on administrative paperwork, leading to burnout. Previous speech-to-text tools struggled with specialized medical jargon, pharmacology, and natural conversational cadence.

Our Solution

We engineered a secure Whisper-based transcription pipeline with clinical entity recognition. The backend uses fine-tuned Claude models to structure the transcript into SOAP notes, with end-to-end encryption of all patient data.

The Business Results

Administrative paperwork time dropped by 60% across pilot clinics. Note accuracy hit 97.3%, significantly beating standard transcription services. 80+ active physicians onboarded in under 4 weeks.

Technology Stack

PythonLangChainClaude 3.5 SonnetFastAPIAzureFHIRNext.js

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