CLIENTGUARD

Fraud Detection AI

A fraud detection operating system for specialty insurance teams that need faster claim triage and clearer investigation signals.

Year
2020
Type
AI · FinTech · Insurance
Index
02

App Screenshot

Fraud Detection AI app screenshot

Challenge

Insurance operators needed to identify suspicious claims earlier while keeping legitimate customers moving through the process.

AI Twist

The model behaves like a second investigator, turning messy claim context into an explainable suspicion map that shows why a case deserves human review.

System Build

Designed an AI scoring layer that reviews claim data, flags risk patterns, and gives internal teams a prioritized queue with explainable signals.

Outcome

Reduced manual review pressure and created a clearer path for high-risk claim escalation across multiple insurance categories.

Stack

Next.jsPrismaPostgreSQLML/AI