AI Infrastructure for Insurance
Build language models that truly understand insurance. Deploy reliable classification systems with performance guarantees. Keep your data secure in your environment.
Insurance-Native Language Models
Pre-train models on your insurance corpus to build AI that speaks your language - from policy terminology to claims jargon to underwriting nuances.
- Understands policy language, exclusions, and coverage terms
- Trained on your historical claims and underwriting data
- Knows ICD-10 codes, ACORD forms, and industry standards
- Contextual understanding of risk factors and actuarial concepts
True Classification Models for Reliable Decisions
Our proprietary training technique transforms LLMs into true classifiers with performance guarantees, error margins, and PR curves - not just prompts hoping for the right answer.
- Claim severity classification - Route to appropriate adjusters
- Fraud detection - Flag suspicious patterns with confidence scores
- Risk tier assignment - Categorize applications accurately
- Document classification - Auto-route forms and attachments
Real Performance Metrics, Not Marketing Claims
Get actual precision-recall curves, confusion matrices, and error bounds for every model
Measurable Accuracy
Know exactly how your models perform with PR curves, F1 scores, and confidence intervals
Production-Ready
Models optimized for low latency with SLAs suitable for real-time decision making
Continuous Learning
Retrain on your feedback to improve accuracy over time while maintaining stability
Your Data Never Leaves Your Environment
Deploy models in your VPC, on-premise, or in your private cloud. We provide the infrastructure - you maintain complete control.
- Deploy in your AWS, Azure, GCP, or on-premise environment
- No data ever touches our servers - full data sovereignty
- SOC 2 Type II and HIPAA compliant infrastructure
- Audit logs and access controls you manage
Built for Insurance Scale and Compliance
Regulatory Ready
Meet state insurance regulations with explainable AI decisions
Continuous Improvement
Models that learn from adjuster feedback and outcomes
Enterprise Security
Bank-grade encryption and access controls
API-First Design
Integrate with Guidewire, Duck Creek, or custom systems
What Insurance Leaders Achieve
95%+
Accuracy on claim classification
<100ms
Inference latency for real-time decisions
0
Data leaves your environment
50%
Reduction in manual review
Ready to Build AI That Actually Understands Insurance?
Join leading insurers deploying reliable, grounded AI models with real performance guarantees.
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