{
  "id": 18777,
  "url": "https://arxiv.org/abs/2608.12133v1",
  "title": "GUIDE: Governed Unified Intelligence for Document-to-Artifact Generation in Enterprise Settings",
  "summary": "Enterprise guideline documents are heterogeneous and multimodal, combining narrative text, complex tables, and embedded images. Existing LLM and VLM systems face hallucinated content, table structure degradation, and lack governed workflows extending beyond extraction to validation and artifact generation. This leaves enterprises to perform this manually, consuming 2-3 days per document. To address this, we introduce GUIDE, a governed multi-agent framework built on a shared versioned rule store",
  "authors": "Shivali Dalmia, Sumukha Thoppanahalli, Mohammadreza Sediqin, Abhishek Mukherji",
  "category": "research",
  "topics": "agents-autonomy",
  "orgs": null,
  "regions": null,
  "published_at": "2026-08-12T14:52:33.000Z",
  "fetched_at": "2026-08-13T05:10:37.786Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/18777",
  "original_url": "https://arxiv.org/abs/2608.12133v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}