Contract Review Assistant Ai Agent Workflow Inspiration

Analyzes contracts to identify and classify changes, generate plain-language summaries, and suggest negotiation responses to streamline legal review processes.

How this Ai Agent Workflow Helps

This workflow assists legal and sales teams by automating the time-consuming process of reviewing and comparing contract versions during negotiation. By leveraging AI for document analysis and change detection, teams can quickly identify important modifications and make informed decisions about contract terms.

The process begins by ingesting both the edited contract from the counterparty and the original standard contract. Advanced document comparison algorithms detect all changes between versions, while AI classifies these changes by type (legal, commercial, technical) and significance (minor, moderate, major). This analysis produces a structured inventory of all modifications for easy review.

The workflow then generates plain-language summaries explaining the business implications of key changes and suggests potential responses for negotiation based on the company's contract playbooks and past precedents. This enables faster, more informed decision-making about which changes to accept, reject, or negotiate further. By reducing the cognitive load of contract review, the workflow allows legal and sales teams to focus on strategic aspects of deal negotiation rather than getting bogged down in document comparison.

Who this Ai Agent Workflow Is For

Go-To-Market Pros

You care about improving the entire lifecycle of buyer and customer journeys. And you want inspiration for areas where Ai may help.

Ai Builders

You want inspiration for real-world ways to help people as you're building your Ai product.

Pros Focused on the Decision Stage

You're focused on the Decision stage in your daily job and want to find ways for Ai to help you do more with less.

Ai Agent WorkflowExample as Inspiration

Does this AI agent workflow rely too much on AI and not enough on human know-how? Or the reverse? Is it missing steps or tools?

Note that this Ai workflow is presented as inspiration for what's possible. Adjust the amount, type and quality of the data inputs. Adjust how much or how little your human team mates (or you), AI and fully autonomous agents contribute.

And test it! Learn what works and what doesn't.

Don't forget! In the end, it's not just about efficiency. It's about delivering great experiences for your customers and customers-to-be.

1. Trigger: Contract Comparison Request
Trigger. Initiate the contract review workflow when a revised contract is received from the counterparty and needs comparison.
Trigger Event
2. Extract Contract Changes
Tool Call. Feed the edited contract and the original standard contract into an AI document comparison tool.
Document
Document Comparison Diff Tools Adobe Acrobat Beyond Compare
3. Highlight & Classify Changes
Tool Call. Have the AI highlight all changes and classify them by significance (minor vs. major changes).
Document
NLP Custom AI Model OpenAi SpaCy
4. Generate Summary Report
LLM Call. Generate an AI report summarizing the changes in plain English.
Report
LLM OpenAI Anthropic Google Gemini

Prompt

Create a comprehensive contract change summary report based on the following detected changes between the original contract and the counterparty's revised version. For each change:

1) Explain in plain, non-legal language what has changed and its potential business impact
2) Categorize the change as 'favorable,' 'neutral,' or 'unfavorable' from our company's perspective
3) Assign a risk level (Low, Medium, High) based on potential legal or business consequences
4) Where possible, explain the likely intent behind the counterparty's change

Organize the summary by section of the contract, with the most significant changes highlighted at the beginning in an executive summary. The audience for this report includes both legal team members and business stakeholders who may not have legal expertise.

Contract changes: {contractChanges}

5. Suggest Responses
LLM Call. Have the AI suggest fallback positions or responses based on playbooks.
Document
LLM OpenAI Anthropic Google Gemini

Prompt

Based on our company's contract negotiation playbook and the identified contract changes, suggest appropriate negotiation responses for each significant modification. For each suggested response:

1) Recommend whether we should accept, reject, or counter the change
2) If countering, provide specific alternative language that would be more acceptable
3) Include brief reasoning for the recommendation, referencing our standard positions or past precedents where relevant
4) Prioritize suggestions based on business impact and negotiation leverage

Our company typically prioritizes the following in contract negotiations: {negotiationPriorities}

Contract changes needing responses: {significantChanges}
Relevant playbook guidelines: {playbook}

6. Facilitate Negotiation
Human Action. Use the AI-produced analysis to help the team decide which changes to accept or negotiate.
Meeting
Collaboration Tools Slack Email Microsoft Teams

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