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SAGE: Streamlines Enterprise Document Conversion

Enterprise guideline documents often require manual effort to convert into structured work artifacts, a process that can take days. A new system called SAGE has been introduced by researchers. It's a multi-stage LLM pipeline designed with governance in mind. The key components include a shared versioned rule store for stable identifiers and schema-validated inter-stage contracts. Extracted rules…

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Key points

  • SAGE reduces enterprise document conversion time from days to minutes
  • Achieves a 96% success rate with 3.2% hallucination
  • Produces 812 artifacts ready for human review
Read the original at arXiv cs.AI · by Mohammadreza Sediqin, Shivali Dalmia, Sumukha Thoppanahalli, Srinivasa Karthikeya Reddy Kovvuri, Abhishek Mukherji primary source Open source ↗
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SAGE

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