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ResearchSeptember 23, 2026

Spectra: A Rules-Driven LLM Pipeline for Automated KYC Document Processing

arXiv:2609.25474v1 Announce Type: new Abstract: Know Your Client (KYC) onboarding in capital markets requires analysts to manually classify documents, extract structured data from heterogeneous sources, and validate compliance against complex regulatory policies. This process…

Miray Wahib, Ethan Tran, Rea Mourad, Mira Muti, Nikita Dvornik·arXiv — cs.AI
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Key Takeaways
  • 01.arXiv:2609.25474v1 Announce Type: new Abstract: Know Your Client (KYC) onboarding in capital markets requires analysts to manually classify documents, extract structured data from heterogeneous sources, and validate compliance against complex regulatory policies
  • 02.This process…

This material is provided as an extended analytical summary.

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