5.3. Trade Regulation Precision Analysis Engine (CYGNUS)

The CYGNUS engine is a core precision-analysis platform that, based on Industrial Standard GraphRAG technology, identifies high-order compliance and dispute risks latent in project and contract documents.

1. CYGNUS's Powerful Differentiators and Features

• Fusion of trade regulation/precedent data: International trade regulations such as UCP600 and ISBP745, and countless past dispute cases (Case Data), are woven together into a vast knowledge warehouse inside a Neo4j database.
• Precise judgment of compound risk (Deep Analysis): Rather than looking only at context, it traces relationships in Graph form—such as "a lawsuit arose between a Country A exporter and a Country B importer over a similar clause in the past, and the exporter lost"—to derive risk.
• Linkage with the primary LEO engine: Based on the warning wording that the LEO engine catches in the first pass, CYGNUS performs a real-time deep scan and provides a report of the regulations and Evidence related to that issue.

1-1. CYGNUS Troubleshooting (FAQ)

• Q: "Generating the CYGNUS analysis report takes too long."
  • Error code/symptom: CYGNUS_ANALYSIS_TIMEOUT
  • A: CYGNUS scans and reasons over full-text graphs of tens of thousands of trade regulations and precedents (complex linking algorithms such as HDBSCAN), so depending on the LLM's token processing time it can take up to several minutes. Do not close the browser tab while it's in progress.
• Q: "The results from the Lyra chatbot search and the CYGNUS report differ from each other."
  • Error code/symptom: AI_RESULT_DISCREPANCY
  • A: The Lyra chatbot is a "general-purpose, lightweight-scope" engine that helps you use the system smoothly (searching manuals and error guides). CYGNUS, on the other hand, analyzes a single specific project file with a "deep and meticulous legal precision scope." For practical interpretation, it's recommended to treat CYGNUS's evidence report as the primary standard.