Key Features
- Real-time transcription and translation: Medical audio processing with low latency, converting clinical conversations into structured text with multilingual support.
- Clinical reasoning framework: Specialized query system based on models trained specifically for medical domains.
- Standardized documentation generation: Automatic creation of reports and clinical notes following healthcare interoperability standards.
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Structured reports API: Delivery of structured clinical data via
handleReportfor direct integration with EHR/HIS systems. -
Events and automation system: Programmatic event emission (
Generate,Fill) to automate clinical workflows, including form completion and diagnostic test requests.
Get Started
Follow our quick guide and deploy the tool in minutes.
Platform Architecture
SofIA is an artificial intelligence platform specialized for the healthcare sector that integrates multiple specialized agents, medical context, and direct connectivity with EHR/HIS systems. The platform automates clinical documentation, provides decision support, and improves communication workflows while maintaining the highest security and regulatory compliance standards.Main Components:
- Model-agnostic architecture: Compatibility with multiple LLM providers, allowing flexibility in model selection according to specific center needs.
- Customizable knowledge base: Repository of medical documents, specialized tools, domain rules, and memory files adaptable to each institution.
- Contextualization layer: System that selects and optimizes relevant context for each specific task.
- Runtime tools engine: Capability to invoke external tools (search, EHR, clinical calculators) to enrich responses.
- Governance system: Prompt versioning, memory management, and security policies.
- Continuous evaluation: Validation datasets and human-in-the-loop (HITL) feedback for continuous system accuracy improvement.
- Quality control: Continuous validation with healthcare professionals to ensure clinical accuracy.
SofIA SDK
Front-end integration for real-time capture and documentation during consultation.
SofIA API
Back-end integration for batch processing and automatic coding.
Core Functionalities
Multilingual transcription and translation
Converts doctor-patient conversation into structured clinical text immediately, with support for Spanish, Catalan, Basque, Galician, and English.
Clinical cognitive framework
Immediate queries thanks to a reasoning framework trained specifically on medical domains, with coherence validation and hallucination reduction.
Specialized coding
Models trained specifically for clinical coding (not generic LLMs), achieving superior accuracy in:
- ICD-10 / ICD-9
- SNOMED CT
- LOINC
- DRG/CMBD
- Your center’s custom nomenclatures
Adaptation to your system
We support specific codes and structures from your HIS/EHR:
- Medication codes (Botplus, CIMA, internal)
- Diagnostic test catalogs (RIS, laboratory)
- Center templates and forms
- Specific record structures
System Architecture
The cognitive framework coordinates:
- Clinical notes agent: Generation of structured documentation following medical standards.
- Coding agents: Specialization in SNOMED CT, LOINC, ICD-10, and custom nomenclatures.
Specialized transcription system:
- Fast transcription engine: Real-time processing for immediate feedback during consultation.
- Specialized medical transcriptor: Engine optimized for clinical terminology and context.
- Multilingual support: Native processing for Spanish, Catalan, Basque, Galician, and English.
- Speaker separation: Automatic doctor-patient identification through diarization.
- Contextual correction: Adaptation and optimization for specific medical terminology.
Use Cases
SofIA SDK
- Real-time consultation assistant.
- Clinical documentation during visits.
- Chat for quick physician queries.
- Generation of discharge reports, evolution notes, etc.
SofIA API
- Batch coding of closed episodes.
- Automatic CMBD generation.
- Data extraction from historical notes.
- Registry feeding (oncology, ICU, quality)
- Audit and retrospective analysis.
Competitive Advantages
Medical domain specialization
SofIA uses specialized models trained specifically for the healthcare sector, unlike general-purpose models:- Specialized training: Models trained with real clinical data and validated by healthcare professionals.
- Clinical validation: Specific metrics for medical accuracy and reduction of critical errors.
- Institutional adaptation: Customization with nomenclatures, workflows, and protocols specific to each center.
Performance and efficiency
- Improved coding accuracy: Superior results in ICD-10 classification compared to general models.
- Reduction of clinical errors: Minimization of hallucinations in critical medical contexts.
- Workflow optimization: Significant reduction in time required for clinical documentation.
- Operational efficiency: Time savings per documented consultation through intelligent automation.
Security and compliance
- GDPR compliant with data residency in EU.
- HIPAA and BAA available for US clients.
- Complete traceability with physician/patient identifiers.
- PHI processed under strict security measures.
Data Privacy and Security
Note on architecture: The Coding API is available for direct processing. The Web Component integrates exclusively through embedded JS/Web Component, without public REST API exposure.
Implemented security measures:
- Encryption in transit: TLS 1.3 protocol for all communications.
- Encryption at rest: Protection of temporarily stored data.
- Non-persistence policy: No permanent PHI storage, except encrypted audit logs with limited retention.
- Complete traceability: Detailed logging of access and operations for regulatory compliance.
- Regulatory compliance: Conformity with GDPR (data residency in EU) and HIPAA with available BAA.
Next Steps
SofIA SDK - For consultation integration
1. Initial setup
Obtain Omniloy credentials and review the SDK mandatory parameters.
2. Explore examples
See functional implementations in Vanilla TS, Angular, and AngularJS.
3. Deploy to production
Configure the SDK according to your framework and deploy in your application.
SofIA API - For direct coding
1. Read the API documentation
Understand available endpoints and batch processing functionality.
2. Get your credentials
Contact Omniloy to obtain your API Key and assigned endpoint.
3. Test with examples
Validate integration using our clinical notes and diagnosis examples.
4. Integrate to production
Incorporate the API into your application, ETL pipeline, or processing system.