

The Autonomous Medical Economics Department
Built for Speed. Built for Trust. Built by Actuaries and CFOs who understand your world.
The Decision Factory Architecture
A closed-loop system that moves from ingestion to action.
The Raptor Data Airlock
A closed-loop system that moves from ingestion to action.
- Membership demographics integration
- Premium data consolidation
- Complete claims history
- Pharmacy records aggregation
- Complete 360°-member visibility
The Skills Library
Domain expertise codified into versioned software. Production-ready classification algorithms built by actuaries for healthcare operators. Our groupers don't just sort data they understand it.
- HCG Claims Grouper
- Disease Category Grouper
- Pharmacy Grouper
- Provider/Specialty Categorization
- Risk stratification logic
- Custom grouper configurations
The Decision Engine
Automated trend decomposition and forecasting. We move you from "Rear-view Reporting" to "Forward-looking Steering" by modeling future risk scenarios overnight.
- Natural language queries
- Instant actuarial responses
- Multi-user support
- Glass box explanations
- Historical context awareness
The "Glass Box" Stack
Visibility at every layer.


Raw Ingestion
Claims | Eligibility | Clinical | Premium | Provider Networks
The Airlock
QC Gates | Encryption | De-identification
Raptor Engines
Actuarial Logic | ML Models | Glass Box Core | Real-time Processing
The Synthesis Layer - R-ai
Conversational Interface | Natural Language Processing | Context Awareness
Your Team
Web Application | Mobile App | API Integration | Custom Workflows
See RaptorXai in Your Environment
Schedule a personalized walkthrough tailored to your organization’s KPIs, feeds, and use cases.