Case Study: Fraud Detection

Coming soon. This case study is in preparation.

Teaser

A commercial lines insurer uses Hoziron agents for real-time fraud scoring during claims processing. Their approach:

• Pattern detection agent — Analyzes claim details against known fraud indicators
• Network analysis agent — Cross-references claimant relationships and prior claims
• Scoring agent — Produces a composite fraud risk score with explanation

Key outcomes:

• Flagged 23% more suspicious claims than manual review
• Reduced false positives by 40% compared to rule-based systems
• Every fraud flag includes a natural-language explanation for investigators

Architecture preview

Full writeup coming with deployment details, model selection rationale, and accuracy metrics.

Related:

• Workflow step modes
• Complexity routing
• Case studies overview