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Generative AI / NLPHealthcare

Autonomous Clinical Documentation Assistant

Developed an AI-powered documentation system that listens to patient-physician conversations and auto-generates structured clinical notes, saving physicians 2+ hours per day.

MedFlow Health
Client
MedFlow Health

Key Results

Physicians save an average of 2.3 hours per day on documentation

94% clinician adoption rate within first month of rollout

99.1% transcription accuracy on medical terminology

31% increase in patients seen per physician per day

The Challenge

Physicians at MedFlow were spending nearly 35% of their working hours on administrative documentation — writing SOAP notes, updating EHR records, and coding diagnoses. This burnout-inducing burden was directly reducing patient care capacity and contributing to staff turnover.

Our Solution

We built an ambient AI documentation platform using fine-tuned speech-to-text models optimized for medical terminology, combined with a specialized clinical LLM that transforms raw transcripts into structured SOAP notes, ICD-10 codes, and care plan updates. The system integrates natively with Epic EHR via FHIR APIs and maintains HIPAA compliance through end-to-end encryption and on-premise deployment options.

Technologies Used

Whisper (fine-tuned)GPT-4FHIR APIsEpic EHR IntegrationNode.jsPostgreSQLTypeScript

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