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