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LLM Reasons, Policy Engine Decides: Autonomous Agentic Fraud Defense on TigerGraph

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Dev.to | Sep 24, 2026 | Anurag Kumar Singh

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The LLM reasons, but the Policy Engine decides. A zero-LLM decision engine evaluates the graph evidence against Fraud Policy v1. 0. Policy Enforcement: Under Fraud Policy Section 3a and Rule R6, any confirmed fraud originating from a shared device syndicate mandates a federal FinCEN SAR filing regardless of amount.

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