System Architecture
Cognitive Framework
The SofIA processing core is based on a system of specialized agents that collaborate to generate accurate clinical documentation:Main Components:
- Reasoning engine: Language model specialized in medical domain that coordinates agent operations
- Documentation agent: Generates structured clinical notes following predefined schemas
- Coding agents: Specialized in medical classification systems (SNOMED CT, ICD-10, LOINC)
- Validation agent: Verifies clinical coherence and reduces errors through cross-validation
Transcription System
The transcription stack is optimized for medical audio processing with multiple processing layers:Transcription Components:
- Real-time transcriptor: Provides immediate feedback during consultations
- Medical transcription engine: Specialized in clinical terminology and specific context
- Translation system: Native support for multiple languages
- Speaker separation: Automatic identification of doctor and patient
- Terminological normalization: Correction and standardization of medical terms