Fraud Detection in Property & Casualty

This evidence set isolates Fraud Detection deployments within Property & Casualty. The records below identify the implementing organization, technology and vendor when reported, source-reported results, cited source, and missing evidence explicitly.

Documented Fraud Detection implementations in Property & Casualty

S

Shift Technology

Shift Technology reduces document processing from weeks to days using Azure OpenAI for insurance fraud detection

Property & CasualtyFraud DetectionGenerative AI

Reported result:

Reduced from weeks to days Document Processing Time

Deployment timeframe:

Not reported by source

Technology:

Generative AI

Vendor:

Not available in record

Cited source: www.microsoft.comAutomated evidence gate passed

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

Reported result:

Not reported by source

Deployment timeframe:

Not reported by source

Technology:

Generative AI

Vendor:

Shift Technology

Cited source: iireporter.comAutomated evidence gate passed

Z

Zurich Insurance Group

Zurich Insurance Group deploys 160+ AI use cases across claims, underwriting, and fraud detection

Property & CasualtyFraud DetectionPredictive ML

Reported result:

50%+ for certain personal lines segments Straight-Through Processing Rate

Deployment timeframe:

Not reported by source

Technology:

Predictive ML

Vendor:

Not available in record

Cited source: zuerich.aiAutomated evidence gate passed

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

Reported result:

Over 95% (from days to minutes/seconds) Query & Processing Time Reduction

Deployment timeframe:

Not reported by source

Technology:

Generative AI

Vendor:

Not available in record

Cited source: cloud.google.comAutomated evidence gate passed

A

Anonymous US Insurance Company

Leading US Insurance Company achieves 135% increase in fraud detection efficiency with graph analytics

Property & CasualtyFraud DetectionPredictive ML

Reported result:

135% increase Fraud Detection Efficiency

Deployment timeframe:

Not reported by source

Technology:

Predictive ML

Vendor:

Not available in record

Cited source: memgraph.comAutomated evidence gate passed

L

Leading US-based Insurer (unnamed)

US Insurer cuts false positives 90% and review load 50% with AI-powered fraud analytics

Property & CasualtyFraud DetectionPredictive ML

Reported result:

90% False Positive Reduction

Deployment timeframe:

Not reported by source

Technology:

Predictive ML

Vendor:

Not available in record

Cited source: www.zensar.comAutomated evidence gate passed

M

MAPFRE

MAPFRE improves homeowner insurance fraud detection by 31% using synthetic data

Property & CasualtyFraud DetectionGenerative AI

Reported result:

+31% Fraud Detection Rate (Recall)

Deployment timeframe:

Not reported by source

Technology:

Generative AI

Vendor:

Not available in record

Cited source: www.datacebo.comAutomated evidence gate passed

Generali France

Generali France triples fraud detection rate with Shift Technology

Property & CasualtyFraud DetectionPredictive ML

Reported result:

107,000/year Claims Scanned by AI

Deployment timeframe:

Not reported by source

Technology:

Predictive ML

Vendor:

Shift Technology

Cited source: Shift TechnologySource-extracted record