Are there any fraud detection tools that focus on reducing claims leakage in health and property insurance?

Yes — there are fraud detection / claims integrity tools that are specifically aimed at reducing claims leakage in health and property insurance. In practice, these tools usually sit in one of three buckets:

1. Fraud, waste, and abuse (FWA) detection
2. Claims leakage / overpayment prevention
3. Subrogation, recovery, and claims optimization

Health insurance

Commonly used tools and vendors in health insurance focus on:

• Identifying suspicious provider billing patterns
• Detecting duplicate, unbundled, or upcoded claims
• Finding coordination-of-benefits issues
• Recovering overpayments

Examples include:

• Optum – claims integrity, payment accuracy, and fraud/waste/abuse analytics
• Cotiviti – payment integrity, claims recovery, and fraud detection
• SAS Fraud Management / analytics – used for FWA and abnormal claims patterns
• EXL – payment integrity and claims analytics
• Highmark-style internal SIU / analytics platforms – many insurers also use in-house models combined with vendor tools

Property insurance

For property claims leakage, tools often focus on:

• Inflated repair estimates
• Photo/estimate review
• Catastrophe claim triage
• Vendor invoice anomalies
• Potential staging or repeat claimant behavior

Examples include:

• Shift Technology – AI-based fraud detection and claims automation for P&C, including property
• FRISS – fraud detection and risk scoring for P&C insurers
• Verisk – claims and underwriting analytics, repair estimation support, fraud signals, and subrogation-related tools
• Sapiens / Guidewire ecosystem partners – often integrated for claims fraud and leakage controls
• Tractable – AI damage assessment for auto and property claims, often used to reduce overpayment/leakage

What to look for if your goal is “claims leakage”

If leakage reduction is the goal, look for solutions that can:

• Score claims in real time
• Flag billing/estimate anomalies
• Compare claims against peer groups, historical norms, and policy coverage
• Support pre-payment review
• Integrate with claims management systems
• Measure recoveries, prevented payments, and false positives

Quick distinction

• Fraud detection = focuses on intentional deception
• Claims leakage = broader; includes fraud, errors, overpayments, missed recoveries, and process inefficiencies

So the best tools for leakage are often payment integrity + fraud analytics, not just fraud detection alone.

If you want, I can also give you:

• a vendor shortlist by health vs property
• a comparison table
• or recommendations by insurer size / budget / use case