INNOVATION LAB
ClaimFraud Shield
Life Insurance Claims Fraud Intelligence
The Problem
$80B+ in Global Insurance Fraud Drains Industry Reserves
Life and health insurance fraud spans hospital billing manipulation, provider kickback networks, and identity-based cross-insurer schemes that grow more sophisticated faster than manual investigation can keep pace.
Hospital Billing Fraud
Upcoding, unbundling, and phantom billing from hospitals and clinics drain insurer reserves with claims that appear legitimate at individual level.
$30B+ annual billing fraud
Provider Kickback Schemes
Provider kickback schemes and collusion networks are growing in sophistication, with referral patterns designed to evade traditional detection.
15-20% of claims involve collusion
Identity-Based Fraud
Identity-based claims fraud exploits gaps in cross-insurer data sharing, with claimants filing duplicate claims across multiple carriers.
$12B in duplicate claim losses
Evolving Sophistication
Fraud schemes evolve faster than manual investigation capacity, with new patterns emerging across telemedicine, pharmacy networks, and specialty care.
40% year-over-year scheme evolution
The Solution
Cross-Insurer Fraud Intelligence at Scale
ClaimFraud Shield analyzes billing patterns against peer benchmarks, maps provider collusion networks through referral graph analysis, and shares anonymized fraud signals across carriers to catch cross-insurer schemes.
Hospital Billing Pattern Analysis
Detects upcoding, unbundling, and phantom billing by comparing provider billing patterns against peer benchmarks and clinical norms.
Provider Network Intelligence
Identifies collusion networks between providers and claimants by mapping referral patterns, shared patients, and financial relationships.
Cross-Insurer Fraud Indicators
Shares anonymized fraud signals across insurers to detect claimants filing duplicate or coordinated claims with multiple carriers.
Key Metrics
Interested in ClaimFraud Shield?
Contact our innovation team to explore life insurance claims fraud intelligence.