Consider an insurer handling 20,000 homeowners claims a year. The analysis flags atypical patterns (claims close together, amounts near the coverage limit, inconsistent documents) and routes them to the special investigations unit before settlement.
| Metric | Before | After |
|---|---|---|
| Fraudulent claims caught before settlement, per year | 100 | 160 |
| Share of fraudulent claims paid out | 75% | 60% |
| Fraudulent payouts per year | $2.4M | $1.9M |
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