How It Works

From Pain to Precision — Four Stages of AI-Assisted Clinical Analysis

The Complete Patient Journey

End-to-end injury detection powered by AI medical ensemble and board-certified physician oversight

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Patient Discovery & Assessment

Pain Coach App → Comprehensive Triage

Patient downloads mobile app, maps pain location and intensity. AI-powered assessment tool collects symptom timeline, accident details, injury history.

Interactive body map

Red flag detection

Risk score calculation

Timeline establishment

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Clinical Workflow Routing

Patient Discovery Review

Cases requiring specialized clinical review route to the appropriate documentation teams. Our 24-hour contact goal triggers automated SMS/email sequences to ensure timely administrative follow-up.

Workflow triggered

Discovery assessment

Communication

24hr contact promise

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MedLegal AI Analysis

AI Models Ensemble + Vision AI → Physician Review

Medical imaging processed through advanced AI models organizing clinical records for objective educational review. Documents parsed via Azure AI. 100+ MRI slices analyzed. Board-certified MDs validate findings.

Medical & legal AI ensemble

Vision analysis

HIPAA complaint infrastructure

MD verification

High confidence score

Multi-modal fusion

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Report Distribution & Revenue

Auto-Generated Reports → Multi-Channel Delivery

Comprehensive medical reports distributed to legal teams (life care plan, narrative analysis), medical teams (treatment plans, care recommendations), insurance teams (risk assessment).

Life care plan

Medical reports

Insurance reports

Legal supporting narrative

Chronology insights

Findings linage (tracebility)

Missed

Diagnoses Found

Multiple

Medical AI Models

High

Overall Confidence

24/7

Analysis Available

Technology Stack

Enterprise-grade infrastructure powering medical-legal analysis

Vision AI Models

Medical imaging analysis and fracture detection

  • MONAI Framework (NVIDIA)
  • GPT-4 Vision (OpenAI)
  • Med-Gemma Vision (Google)

Medical LLMs

Advanced medical AI systems

  • Med-PaLM 2 (Google DeepMind)
  • ClinicalBERT (Microsoft)
  • BioBERT, SciBERT (Research)

Document Processing

Azure AI for forms and medical records

  • Azure Document AI
  • LayoutLM v3 (Microsoft)
  • DocFormer (Salesforce)

Infrastructure Security

HIPAA compliant cloud services and security compliance

  • Azure Synapse Analytics
  • HIPAA Security Center
  • FastAPI Gateway

Documentation Sources

Coming soon ...

Experience the Platform

See how our AI-powered analysis transforms injury detection

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