Fraud Pattern Signal Extractor

Analyzes raw case notes, transaction data summaries, or investigation logs and extracts emerging fraud patterns as structured signals — each with a confidence rating, affected surface, suggested alert-logic change, and decisioning-criteria update. Use when reviewing recent fraud cases, triaging a spike in a specific fraud type, translating investigator findings into detection rules, or preparing a fraud trend brief for risk operations.