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Nikhil Kumar PanigrahiSep 24, 2026 • 12 min read
Building RAVEL: Detecting Complex Fraud Rings with TigerGraph Cloud & Agentic GraphRAG
TigerGraph Hacker House Goa — Agentic Fraud Investigation Challenge Team / Co-Authors: Nikhil Kumar....
#tigergraph#ai#graphrag#python
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MOHAMMED YASIN SHAIKSep 24, 2026 • 12 min read
From Fraud Alert to Governed Action: Building an Agentic Fraud Investigation System with TigerGraph
How we built an evidence-driven, uncertainty-aware fraud investigation agent using TigerGraph, Graph...
#tigergraph#ai#graphrag#cybersecurity
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Rohith K NairSep 25, 2026 • 7 min read
Building a fraud investigation agent on TigerGraph for Hacker House Goa
For the TigerGraph Hacker House Goa challenge we built an agent that works fraud alerts the way an.....
#tigergraph#graphrag#ai#frauddetection
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Dhruv GhosalSep 23, 2026 • 7 min read
Building Casework: An Agentic Fraud Investigator with TigerGraph and GraphRAG
A suspicious transaction starts an investigation. The harder part is deciding what evidence to...
#tigergraph#ai#python#graphrag
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Kaushal ChaudhariSep 25, 2026 • 9 min read
I Built a Fraud Agent using Jev That Can Trace a Transaction Across 590K+ Transactions
How we combined TigerGraph, Jev, Bayesian scoring, deterministic rules, and human approval to...
#jev#tigergraph#graphrag#agents
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Denis MacPhersonSep 25, 2026 • 2 min read
Citation Click-Through: How Chaos Cypher Traces Every Answer to Its Source
Every citation in a Chaos Cypher chat answer is clickable -- it jumps straight to the exact sentence...
#graphrag#ai#rag#selfhosted
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Pritha PalSep 25, 2026 • 9 min read
Building an Agentic Fraud Investigation System with TigerGraph and 11 AI Agents
TigerGraph Hacker House Goa — Agentic Fraud Investigation Challenge Project: Agentic Fraud...
#ai#agents#graphrag#tigergraph
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Denis MacPhersonSep 25, 2026 • 6 min read
The CCX Open Format: A Portable Spec for Knowledge Graphs
CCX is now a documented, openly specified format for portable knowledge packages -- with a draft spe...
#opensource#python#graphrag#selfhosted
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Nirmal Joseph UkkenSep 24, 2026 • 8 min read
The Agent That Knows When to Stop: Agentic Fraud Investigation on TigerGraph
Task #4 · TigerGraph problem statement · Hacker House Goa 2026 A risk score pings. Is it fraud, a.....
#tigergraph#ai#graphrag#python
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TANMAY SAYARESep 24, 2026 • 3 min read
JEVelric : An Agentic Fraud Investigation System on TigerGraph
What we built JEVelric is an AI agent that investigates card fraud the way a human fraud...
#ai#tigergraph#graphrag#graphql
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Pritha PalSep 25, 2026 • 9 min read
Building an Agentic Fraud Investigation System with TigerGraph and 11 AI Agents
TigerGraph Hacker House Goa — Agentic Fraud Investigation Challenge Project: Agentic Fraud...
#ai#tigergraph#graphrag#agents
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Denis MacPhersonSep 25, 2026 • 8 min read
GraphRAG Teardown: What the Graph Actually Adds to Naive RAG
A mechanism teardown of vector RAG vs GraphRAG over three real AI agent papers: what each path retri...
#graphrag#rag#ai#python
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