AI Fraud Detection in Property & Casualty Insurance
12 real-world Fraud Detection implementations in Property & Casualty insurance. Case studies with ROI data and vendor comparisons.
12
Case Studies
1
Vendors
Case Studies
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Anonymous Regional Workers' Compensation Payer
Regional Workers' Comp Payer Recovers $107M in Fraudulent Claims with AI-Powered FWA Detection
Health InsuranceFraud DetectionPredictive ML
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Shift Technology
Shift Technology reduces document processing from weeks to days using Azure OpenAI for insurance fraud detection
Property & CasualtyFraud DetectionGenerative AI
Tokio Marine & Nichido Fire Insurance Co., Ltd.
Tokio Marine deploys Shift Technology's Gen AI to enhance claims fraud detection and streamline processing
Property & CasualtyFraud DetectionGenerative AI
Z
Zurich Insurance Group
Zurich Insurance Group deploys 160+ AI use cases across claims, underwriting, and fraud detection
Property & CasualtyFraud DetectionPredictive ML
A
AXA Switzerland
AXA Switzerland cuts query times 95% and generates double-digit million CHF profit with Google Cloud AI transformation
Property & CasualtyFraud DetectionGenerative AI
A
Anonymous US Insurance Company
Leading US Insurance Company achieves 135% increase in fraud detection efficiency with graph analytics
Property & CasualtyFraud DetectionPredictive ML
I
IFFCO-Tokio General Insurance
IFFCO-Tokio saves over $1M annually by detecting motor and health insurance fraud with H2O.ai AutoML
Health InsuranceFraud DetectionPredictive ML
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Leading US-based Insurer (unnamed)
US Insurer cuts false positives 90% and review load 50% with AI-powered fraud analytics
Property & CasualtyFraud DetectionPredictive ML
M
MAPFRE
MAPFRE improves homeowner insurance fraud detection by 31% using synthetic data
Property & CasualtyFraud DetectionGenerative AI
A
AND-E (Aioi Nissay Dowa Europe)
AND-E achieves 120% improvement in fraud detection with continuously learning AI model
Auto InsuranceFraud DetectionPredictive ML
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Progressive Insurance
Progressive Insurance drives 197% campaign lift and faster ML insights with Generative AI and H2O.ai
Auto InsuranceFraud DetectionGenerative AI
Generali France
Generali France triples fraud detection rate with Shift Technology
Property & CasualtyFraud DetectionPredictive ML
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