InsureAI Claims Automation
InsureAI Claims Automation
AI-powered insurance claims processing platform that automates document verification, damage assessment from photos, and fraud detection. Reduced claims processing time from 14 days to 48 hours.
The Challenge
Core Objectives
- Reduce claims processing time from 14 days to under 48 hours
- Build AI models for automated document verification and damage assessment
- Implement real-time fraud detection with 97%+ accuracy
- Save $4M+ annually through operational efficiency improvements
Technology Stack
Intelligent Claims Processing Pipeline
We designed an end-to-end AI pipeline that ingests claims documents, photographs, and policy data to automate the entire assessment process. Computer vision models analyze damage photos, NLP extracts structured data from documents, and a fraud scoring engine flags suspicious claims for human review.
Computer Vision Damage Assessment
TensorFlow models trained on 500K+ claim images that automatically assess vehicle and property damage severity, estimate repair costs, and generate detailed reports.
Intelligent Document Processing
NLP-powered extraction of policy details, medical records, and repair estimates with automatic cross-referencing and discrepancy detection.
Real-Time Fraud Detection
Multi-layered fraud scoring engine analyzing claim patterns, image metadata, behavioral signals, and network connections to flag fraudulent submissions with 97% accuracy.
Claims Dashboard & AI Insights
A comprehensive adjuster dashboard showing AI-powered claim assessments, fraud risk scores, and automated recommendations for faster decision-making.
Development Process
Data Collection & Labeling
Collected and labeled 500K+ historical claims with damage photos, documents, and fraud outcomes for model training.
AI Model Development
Trained computer vision and NLP models on AWS SageMaker for damage assessment, document extraction, and fraud detection.
Platform Integration
Built the FastAPI backend with Celery task queues for async processing and integrated with existing policy management systems.
Validation & Deployment
Ran parallel processing with human adjusters for 3 months to validate accuracy before full production deployment.
Transformation Results
InsureAI's platform transformed claims operations, dramatically reducing processing times while catching significantly more fraudulent claims.
Performance Metrics
Project Gallery
"The AI claims system from Jenova Tech has been transformational. What used to take our adjusters two weeks now happens in under 48 hours with better accuracy. The fraud detection alone has saved us millions."
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