AI MedScribe
AI-powered clinical documentation and real-time medical transcription for high-pressure healthcare environments.
Doctors spend 2.5 hours less per day on administrative charting.
High-fidelity clinical terminology precision verified by attending physicians.
Full clinical notes generated within seconds of session completion.
Healthcare providers spend up to 45% of consultation time typing notes into Electronic Health Records (EHRs), leading to physician burnout and reduced patient engagement.
Capturing real-time ambient medical dialogue in noisy clinical settings, filtering non-clinical conversation, adhering to strict medical terminology, and formatting into structured SOAP notes compliant with HIPAA regulations.
AppRinger engineered an ambient clinical documentation pipeline. We combined whisper-based acoustic models with customized medical LLMs and streaming WebSockets to deliver structured, editable medical charts within seconds of consultation end.
- Streaming WebSocket audio ingestion pipeline with sub-300ms transcription latency
- Domain-tuned medical entity extractor and SOAP note generator using OpenAI GPT-4 models
- Zero-retention HIPAA-compliant audio encryption at rest and in transit
- Direct export integrations for HL7 and FHIR clinical records
Ambient Dictation
Hands-free patient-doctor dialogue capture without robotic wake words.
Instant SOAP Formatting
Auto-generates Subjective, Objective, Assessment, and Plan documentation in real time.
Drug & Dosage Verification
Cross-references prescribed medications with clinical pharmaceutical taxonomies.
Physician Review Hub
1-click review and doctor signature workflow before sync.
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