SMRTR AIJul 3, 2025Daily.dev

GraphRAG in Action: A Simple Agent for Know-Your-Customer Investigations

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A KYC agent prototype using OpenAI Agents SDK and Neo4j demonstrates how AI can enhance financial fraud detection. The agent leverages graph databases, pre-defined Cypher queries, and dynamic text-to-Cypher translation to analyze complex customer relationships and transaction patterns. This approach enables more effective identification of suspicious activities and money laundering rings in financial investigations.

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