Ambient Encounter Listening

Continuous audio capture, intelligent pause segmentation, OpenAI Whisper transcription, and live 837P claim adjudication.

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Encounter & Intake Context
Audio Acquisition Controls
Recording Segmentation
Audio is processed in segments once it meets the minimum duration and a natural pause is detected. If no pause is detected, a segment is automatically capped 30s past the minimum.
Microphone Signal Standby
Recorded Audio Segments
Live Encounter Dialogue Transcript
Idle
Autonomous 12-Stage Nephrology Adjudication Running... Stage 1 / 12
L1 Ingestion & Preprocessing
L2 ICD-10 Vector Mapping
L3 CPT Discovery & Leveling
L4 NCCI Directed Graph Scrubber
L6 XGBoost RAC Audit Scoring
L8 ANSI X12 837P EDI Repair

Autonomous Adjudication Results & 837P Claim

Encounter processed, scrubbed against CMS NCCI/LCD rules, and verified for 837P EDI dispatch.

Mapped ICD-10 Diagnoses (Confidence Scores Only)
Adjudicated CPT Procedures (Confidence & Audit Risk)
Dispatched ANSI ASC X12 837P Professional Claim
HIPAA 5010 005010X222A1 Compliant 

            

        

    


    
    

    

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