How Real Time Fraud Detection Transformed Insurance Claims

Fraud Detection

Overview

As fraudulent insurance claims continue to pose a growing risk, this major health insurance company recognized the need for a proactive, AI-powered system to detect and prevent fraud at scale. The organization partnered with Whiteklay to create a custom solution aimed at streamlining claim validation while protecting both financial resources and genuine policyholders.

Challenges

High volume of fraudulent claims across hospitals and agents
Difficulty identifying suspicious patterns early in the claim lifecycle
Limited visibility into repeat offenders and fraud-prone behaviors
Need for scalable fraud detection integrated with live systems

Solution

Whiteklay built and deployed a sophisticated Fraud Detection Engine combining real-time anomaly detection, fraud scorecards, and adaptive rule engines. Integrated directly into the client’s processing systems, it enabled early identification of fraudulent activities and flagged high-risk claims before they were processed — covering both individual and institutional behaviors. By embedding intelligent fraud detection into daily operations, the client gained sharper insights, reduced losses, and protected its reputation — all while improving experiences for honest policyholders.

Business Outcomes

₹11.84 crore in fraud prevention, including ₹2.06 crore saved since January 2023
2.41 crore in duplicate claims identified
604+ policies acted upon with fraud alerts
Improved investigation workflows through risk-specific scorecards
Greater accuracy and speed in fraud detection, enhancing operational confidence

Testimonial

Project Details

Leading Health Insurance Provider
Insurance
Fraud Detection Engine
Cyber Sercurity, Cloud Solutions

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Email Us
sales@whiteklay.com
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