GUIDE: Governed Unified Intelligence for Document-to-Artifact Generation in Enterprise Settings
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
Record details
Published: 12 August 2026
Source: arXiv
Category: Research
Topics: Agents & autonomy
Retrieved: 13 August 2026
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ethics.ai (12 August 2026), “GUIDE: Governed Unified Intelligence for Document-to-Artifact Generation in Enterprise Settings,” evidence record 18777, https://ethics.ai/record/18777 (originally published by arXiv).
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