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Docgility Announces the Release of its Groundbreaking Agentic AI & LLM Integration Framework for Enterprise Contract Acceleration

Marketing
Nov 9
3 min read

New framework bridges the gap between frontier AI, secure enterprise context, and complete human oversight to revolutionize legal operations to reduce contract cycle times by 80%.


PALO ALTO, CA — October 2026 — Docgility, the leading AI-powered contract acceleration platform for the review, collaboration, negotiation, and execution of legal contracts, today officially announced the release of its advanced Agentic AI & LLM Integration Framework.


Designed specifically to tackle the complexities of enterprise contracting, the new framework combines transparent prompting, rich dual-source context retrieval, and multi-LLM optimization. This empowers legal and business teams to dramatically reduce contract cycle times while maintaining absolute security, compliance, and control.


Solving the "Context Gap" in Legal Tech


Generative AI models are only as good as their inputs. While heavily funded frontier models have advanced rapidly, raw AI often lacks the proprietary context required for high-stakes agreements. Docgility’s new integration framework bridges this gap by automatically synthesizing two critical context streams:


  1. Internal Enterprise History: Pulling together corporate playbooks, historical contract data, to dynamically provide the appropriate context for AI prompts.


  2. External Ecosystem Context: Utilizing autonomous AI agents and Model Context Protocol (MCP) standards to query live external systems—including ERP credits, CRM vendor ratings, and real-time supply chain telemetry.


Guided Intelligence via Docgility Playbooks


The framework seamlessly integrates corporate playbooks into the AI-augmented decision making, translating legal strategy and governance into automated guardrails. The system allows the user to configure contract-type specific playbooks to guide the intelligence used to make decisions.  Human always review suggested changes before they result in document redlines.


Key Features of the Docgility Agentic AI Integration Framework:


  • Custom Prompt Import: Bring proprietary prompts into the platform with granular user and group access controls.

  • Full Prompt Transparency: Eliminate black-box AI by giving reviewers complete visibility into the exact prompts and injected context driving every recommendation, building essential trust and confidence.

  • Sophisticated Multi-Step Execution: Chain complex logic across multi-turn reasoning steps (e.g., automatically cross-referencing an ERP delivery failure with an Asian jurisdiction to trigger liquidated damages clauses).

  • Multi-LLM Optimization: Support configurations across multiple LLMs (such as OpenAI, Claude, and Azure) to optimize performance and token costs while meeting data privacy standards.


Human Oversight at the Core


While autonomy is a primary goal in modern technology, Docgility recognizes that fully autonomous contracting remains impractical due to immense financial liability and the potential for AI agents going rogue. The framework reinforces that a human reviewer is always necessary, providing transparency tools designed to empower attorneys rather than replace them.


"Prompts are not a product; trust and transparency are," said Jim Chiang, CEO of Docgility. "With our new Agentic AI Integration Framework, we are giving legal teams the tools they need to leverage cutting-edge AI models securely, combining real-time internal and external intelligence without sacrificing human control."


To see a live demonstration of the Docgility Agentic AI Integration Framework in action, visit www.docgility.com or contact us at sales@docgility.com.


About Docgility

Docgility, Inc., headquartered in Palo Alto, California, delivers the industry's first AI-powered Contract Acceleration Platform for the review, redlining, collaboration, negotiation, and execution of legal contracts.  The Contract Acceleration Platform significantly reduces contract cycle times through advanced technologies that eliminate version control issues, enable live multi-party, multi-company contract negotiations. The product features an Agentic AI infrastructure for seamless integration of Agentic AI and LLM capabilities.  Docgility is used by corporate attorneys, business owners, law firms, finance teams, and other stakeholders responsible for contract execution.


Media Contact:

Docgility Communications Team



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