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

**Published:** September 23, 2026
**Author:** Miray Wahib, Ethan Tran, Rea Mourad, Mira Muti, Nikita Dvornik
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/spectra-a-rules-driven-llm-pipeline-for-automated-kyc-document-processin

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…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2609.25474)

**Tags:** #arXiv

---

*AI Qazaqstan — non-commercial informational portal about AI in Kazakhstan. Machine translations and summaries are AI-generated.*