From Pain to Precision — Four Stages of AI-Assisted Evidence Processing
The Complete Patient Journey
End-to-end evidence organization powered by an AI ensemble with board-certified physician verification.
1
Patient Discovery & Assessment
Pain Coach App → Comprehensive Triage
Patient downloads mobile app, maps pain location and intensity. AI-powered educational intake tool maps symptom timelines, accident details, injury history.
Interactive body map
Red flag detection
Risk score calculation
Timeline establishment
2
Clinical Workflow Routing
Patient Discovery Review
Cases requiring professional review route directly to independent clinical networks. Our 24-hour contact goal triggers automated SMS/email sequences to ensure timely administrative follow-up.
Workflow triggered
Discovery assessment
Communication
24hr contact promise
3
MedLegal AI Analysis
AI Models Ensemble + Vision AI → Physician Review
Medical imaging is processed through advanced AI models—parsing documents via custom models and analyzing 100+ MRI slices—to organize clinical records for objective educational review and generate candidate findings for mandatory independent review by board-certified MDs.
Medical & legal AI ensemble
Vision analysis
HIPAA compliant infrastructure
MD verification
High confidence score
Multi-modal fusion
4
Roadmap & Insights
MD-Reviewed Reports → Multi-Channel Delivery
Objective data summaries distributed to legal teams (life care plan, narrative analysis), medical teams (treatment plans, care recommendations), insurance teams (informational case analytics).