---
title: Docugami | AI Document Engineering Blog | LLM
description: LLM | The Docugami Blog keeps you up to date on the latest AI contract management industry trends.
---

[Skip to content](https://www.docugami.com/blog/tag/llm#main-content)

[![dglogo green horiz transp](https://www.docugami.com/hs-fs/hubfs/dglogo%20green%20horiz%20transp.png?width=200&height=52&name=dglogo%20green%20horiz%20transp.png) ](https://www.docugami.com/)

- [Product](https://www.docugami.com/product)
- [Solutions](https://www.docugami.com/solutions)
  
  Show submenu for Solutions 
  
    - Industries
      
      Show submenu for Industries 
      
          - [Commercial Insurance](https://www.docugami.com/solutions/commercial-insurance)
          - [Life Sciences](https://www.docugami.com/solutions/life-sciences)
          - [IT Services](https://www.docugami.com/solutions/it-services)
          - [Professional Services](https://www.docugami.com/solutions/professional-services)
          - [Commercial Real Estate](https://www.docugami.com/solutions/commercial-real-estate)
          - [Supply Chain](https://www.docugami.com/solutions/supply-chain-management)
          - [Technology Companies](https://www.docugami.com/solutions/technology-companies)
    - [Case Studies](https://www.docugami.com/case-studies)
    - Comparisons
      
      Show submenu for Comparisons 
      
          - [AI Data Extraction](https://www.docugami.com/product/ai-data-extraction-software)
          - [Contract Lifecycle Management (CLM)](https://www.docugami.com/solutions/contract-lifecycle-management)
          - [Intelligent Document Processing (IDP)](https://www.docugami.com/solutions/intelligent-document-processing)
- Company
  
  Show submenu for Company 
  
    - [News & Resources](https://www.docugami.com/blog)
      
      Show submenu for News & Resources 
      
          - [Blog](https://www.docugami.com/blog)
          - [Open Letter](https://www.docugami.com/open-letter)
          - [Document Engineering Proclamation](https://www.docugami.com/document-engineering-vision)
          - [Generative AI for Business Documents](https://www.docugami.com/generative-ai)
          - [Glossary: AI for Business Documents](https://www.docugami.com/glossary-ai-for-business-documents)
    - [In the Media](https://www.docugami.com/in-the-media)
    - [About us](https://www.docugami.com/about-us)
    - [Team](https://www.docugami.com/team)
    - [Careers](https://www.docugami.com/careers)
    - [Contact us](https://www.docugami.com/contact-us)
- [Partners](https://www.docugami.com/partners)
  
  Show submenu for Partners 
  
    - [Technology & ISV](https://www.docugami.com/partners/technology-isv)

Open main navigation

Close main navigation

- [Product](https://www.docugami.com/product)
- [Solutions](https://www.docugami.com/solutions)
  
  Show submenu for Solutions 
  
    - Industries
      
      Show submenu for Industries 
      
          - [Commercial Insurance](https://www.docugami.com/solutions/commercial-insurance)
          - [Life Sciences](https://www.docugami.com/solutions/life-sciences)
          - [IT Services](https://www.docugami.com/solutions/it-services)
          - [Professional Services](https://www.docugami.com/solutions/professional-services)
          - [Commercial Real Estate](https://www.docugami.com/solutions/commercial-real-estate)
          - [Supply Chain](https://www.docugami.com/solutions/supply-chain-management)
          - [Technology Companies](https://www.docugami.com/solutions/technology-companies)
    - [Case Studies](https://www.docugami.com/case-studies)
    - Comparisons
      
      Show submenu for Comparisons 
      
          - [AI Data Extraction](https://www.docugami.com/product/ai-data-extraction-software)
          - [Contract Lifecycle Management (CLM)](https://www.docugami.com/solutions/contract-lifecycle-management)
          - [Intelligent Document Processing (IDP)](https://www.docugami.com/solutions/intelligent-document-processing)
- Company
  
  Show submenu for Company 
  
    - [News & Resources](https://www.docugami.com/blog)
      
      Show submenu for News & Resources 
      
          - [Blog](https://www.docugami.com/blog)
          - [Open Letter](https://www.docugami.com/open-letter)
          - [Document Engineering Proclamation](https://www.docugami.com/document-engineering-vision)
          - [Generative AI for Business Documents](https://www.docugami.com/generative-ai)
          - [Glossary: AI for Business Documents](https://www.docugami.com/glossary-ai-for-business-documents)
    - [In the Media](https://www.docugami.com/in-the-media)
    - [About us](https://www.docugami.com/about-us)
    - [Team](https://www.docugami.com/team)
    - [Careers](https://www.docugami.com/careers)
    - [Contact us](https://www.docugami.com/contact-us)
- [Partners](https://www.docugami.com/partners)
  
  Show submenu for Partners 
  
    - [Technology & ISV](https://www.docugami.com/partners/technology-isv)
- [ GET DEMO ](https://www.docugami.com/request-a-demo)

[ GET DEMO ](https://www.docugami.com/request-a-demo)

# Docugami News & Resources

 

This is a search field with an auto-suggest feature attached.

- There are no suggestions because the search field is empty.

### Learn about:

- [Agentic AI (11)](https://www.docugami.com/blog/tag/agentic-ai)
- [AI output transparency (2)](https://www.docugami.com/blog/tag/ai-output-transparency)
- [AI Sovereignty (3)](https://www.docugami.com/blog/tag/ai-sovereignty)
- [Assisted Authoring (1)](https://www.docugami.com/blog/tag/assisted-authoring)
- [Commercial Insurance (10)](https://www.docugami.com/blog/tag/commercial-insurance)
- [Commercial Real Estate (5)](https://www.docugami.com/blog/tag/commercial-real-estate)
- [Construction Management (1)](https://www.docugami.com/blog/tag/construction-management)
- [Contract Management (10)](https://www.docugami.com/blog/tag/contract-management)
- [Data Attribution (2)](https://www.docugami.com/blog/tag/data-attribution)
- [Docugami News (6)](https://www.docugami.com/blog/tag/docugami-news)
- [Docugami Science (8)](https://www.docugami.com/blog/tag/docugami-science)
- [Document AI (33)](https://www.docugami.com/blog/tag/document-ai)
- [Document Automation (10)](https://www.docugami.com/blog/tag/document-automation)
- [Document Engineering (22)](https://www.docugami.com/blog/tag/document-engineering)
- [Due Diligence (1)](https://www.docugami.com/blog/tag/due-diligence)
- [Foundation Model (5)](https://www.docugami.com/blog/tag/foundation-model)
- [General contractors (1)](https://www.docugami.com/blog/tag/general-contractors)
- [Generative AI (31)](https://www.docugami.com/blog/tag/generative-ai)
- [Government (2)](https://www.docugami.com/blog/tag/government)
- [Intelligent Document Processing (17)](https://www.docugami.com/blog/tag/intelligent-document-processing)
- [LangChain (4)](https://www.docugami.com/blog/tag/langchain)
- [Legal AI (1)](https://www.docugami.com/blog/tag/legal-ai)
- [Life Sciences (1)](https://www.docugami.com/blog/tag/life-sciences)
- [LlamaIndex (3)](https://www.docugami.com/blog/tag/llamaindex)
- [LLM (12)](https://www.docugami.com/blog/tag/llm)
- [Marketing (1)](https://www.docugami.com/blog/tag/marketing)
- [OCR (1)](https://www.docugami.com/blog/tag/ocr)
- [Professional Services (7)](https://www.docugami.com/blog/tag/professional-services)
- [Responsible AI (3)](https://www.docugami.com/blog/tag/responsible-ai)
- [Retrieval Augmented Generation (RAG) (3)](https://www.docugami.com/blog/tag/retrieval-augmented-generation-rag)
- [Small Data (4)](https://www.docugami.com/blog/tag/small-data)
- [Supply Chain (3)](https://www.docugami.com/blog/tag/supply-chain)
- [Technology licensing (1)](https://www.docugami.com/blog/tag/technology-licensing)
- [Thought Leadership (1)](https://www.docugami.com/blog/tag/thought-leadership)
- [Unstructured Data (8)](https://www.docugami.com/blog/tag/unstructured-data)

[See all](https://www.docugami.com/blog/tag/llm#)

[![Inveniam Docugami Partnership](https://www.docugami.com/hubfs/Inveniam%20partnership%20logo-1.jpg) ](https://www.docugami.com/blog/open-dgml)

[Unstructured Data](https://www.docugami.com/blog/tag/unstructured-data)

#### [Docugami - Inveniam Open DGML](https://www.docugami.com/blog/open-dgml)

 July 22, 2026

[![Inveniam Docugami Partnership](https://www.docugami.com/hubfs/Inveniam%20partnership%20logo-1.jpg) ](https://www.docugami.com/blog/docugami-inveniam-partnership)

[Unstructured Data](https://www.docugami.com/blog/tag/unstructured-data)

#### [Docugami - Inveniam Partnership](https://www.docugami.com/blog/docugami-inveniam-partnership)

 June 17, 2026

[![](https://www.docugami.com/hubfs/AI%20Output%20Transparency.png) ](https://www.docugami.com/blog/ai-output-transparency)

[Unstructured Data](https://www.docugami.com/blog/tag/unstructured-data)

#### [AI Output Transparency](https://www.docugami.com/blog/ai-output-transparency)

 April 29, 2026

[![Sovereignty in Document AI](https://www.docugami.com/hubfs/Frontier%20vs%20Open%20Source%20concerns.png) ](https://www.docugami.com/blog/ai_sovereignty)

[Unstructured Data](https://www.docugami.com/blog/tag/unstructured-data)

#### [The Sovereignty Mandate, and the Frontier LLM Dilemma](https://www.docugami.com/blog/ai_sovereignty)

 February 26, 2026

[![Docugami - Agentic System of Action](https://www.docugami.com/hubfs/Small%20Models%2c%20Big%20Results.png) ](https://www.docugami.com/blog/small-models-big-results)

[Unstructured Data](https://www.docugami.com/blog/tag/unstructured-data)

#### [Small Models, Big Results](https://www.docugami.com/blog/small-models-big-results)

 February 18, 2026

[![](https://www.docugami.com/hubfs/icdar%20conference_Social%20Horiz.png) ](https://www.docugami.com/blog/icdar2025)

[Document Engineering](https://www.docugami.com/blog/tag/document-engineering)

#### [Docugami to Showcase Small Agentic Reasoning Models that Outperform Chat GPT-grade LLMs at Prestigious ICDAR Conference](https://www.docugami.com/blog/icdar2025)

 September 13, 2025

[![Docugami Science Team at BayLearn 2024 to demonstrate research on the science of agentic reasoning with Small Language Models (SLMs)](https://www.docugami.com/hubfs/Baylearn%20VV%20GS%20GR%202%20241010%20horizontal.jpg) ](https://www.docugami.com/blog/small-agentic-models)

[Document Engineering](https://www.docugami.com/blog/tag/document-engineering)

#### [Docugami’s Small Agentic Reasoning Model Outperforms Virtually All Expensive GPT-4 Frameworks in Public Industry Benchmarks](https://www.docugami.com/blog/small-agentic-models)

 December 10, 2024

[![](https://www.docugami.com/hubfs/Gartner%20Horiz.jpg) ](https://www.docugami.com/blog/gartner-praises-docugami)

[Document Engineering](https://www.docugami.com/blog/tag/document-engineering)

#### [Gartner Praises Docugami for Fine-Tuned Results and Protecting Security/Privacy](https://www.docugami.com/blog/gartner-praises-docugami)

 February 8, 2024

[![LangChain and Docugami ](https://www.docugami.com/hubfs/Langchain%20Announce-1.jpg) ](https://www.docugami.com/blog/langchain-webinar)

[Document AI](https://www.docugami.com/blog/tag/document-ai)

#### [LangChain + Docugami Webinar: Lessons from Deploying LLMs with LangSmith](https://www.docugami.com/blog/langchain-webinar)

 September 20, 2023

[![NVIDIA Inception & Docugami](https://www.docugami.com/hubfs/NVIDIA%20Banner.jpg) ](https://www.docugami.com/blog/nvidia-inception)

[Generative AI](https://www.docugami.com/blog/tag/generative-ai)

#### [Docugami uses NVIDIA Inception to advance market-leading Generative AI for Business Documents](https://www.docugami.com/blog/nvidia-inception)

 June 12, 2023

First Prev [1](https://www.docugami.com/blog) [2](https://www.docugami.com/blog/tag/llm/page/2) [Next ](https://www.docugami.com/blog/tag/llm/page/2) [Last ](https://www.docugami.com/blog/tag/llm/page/2)

[![dglogo green horiz transp](https://www.docugami.com/hs-fs/hubfs/dglogo%20green%20horiz%20transp.png?width=208&height=54&name=dglogo%20green%20horiz%20transp.png "dglogo green horiz transp")](https://docugami.com)

Docugami's document AI converts unstructured documents into hierarchical knowledge graphs, creating structured data from accurate, scalable intelligent document processing.

[facebook-f icon ](https://www.facebook.com/docugami/) [linkedin-in icon ](https://www.linkedin.com/company/docugami/) [instagram icon ](https://www.instagram.com/docugami/) [Follow us on Facebook ](https://www.youtube.com/@docugami)

**Company**

[About](https://www.docugami.com/about-us)

[Careers](https://www.docugami.com/careers)

[In the Media](https://www.docugami.com/in-the-media)

<https://www.docugami.com/terms>

[Privacy](https://www.docugami.com/privacy)

**Resources**

[Blog](https://www.docugami.com/blog)

[Get Demo](https://www.docugami.com/request-a-demo)

[Contact Us](https://www.docugami.com/contact-us)

 

Copyright © Docugami