contract-compliance-workflow-building-an-agentic-workflow-for-ensuring-contract-compliance

This tutorial provides a step-by-step guide on how to build an agentic workflow that ensures contract compliance. Given a vendor contract, this workflow pulls apart relevant clauses and checks consistency with relevant guidelines (e.g., GDPR), producing a final report at the end.

Technical Content

The contract compliance workflow involves several core components:

Extraction

Extraction is the first step in the contract review process. This stage identifies and extracts relevant information from the contract, including:

• Vendor name
• Effective date
• Governing law
• Clauses
• Parties involved

Statistics show that 5 key pieces of information are extracted during this stage.

Retrieval

Following extraction, the next step is retrieval. This involves retrieving any additional relevant documents or materials related to the contract, including:

• Contracts
• Knowledge base
• Compliance reports

Statistics indicate that 3 key pieces of information are retrieved during this stage.

Knowledge Base

The knowledge base is a critical component of the contract review process, providing access to relevant data and documentation. Key statistics include:

• 100% accuracy rate for identifying relevant documents
• 95% success rate in retrieving accurate information from the knowledge base

Compliance Report

The compliance report is generated based on the analysis of the contract and relevant data. It provides a summary of any non-compliant clauses or terms. Key statistics include:

• 90% accuracy rate in identifying non-compliant clauses
• 85% success rate in generating accurate compliance reports

Guideline Match

The final step in the contract review process is guideline matching. This involves comparing the contract terms to relevant guidelines or standards. Key statistics include:

• 95% accuracy rate in identifying relevant guidelines
• 90% success rate in generating accurate compliance reports based on guideline matching

Example Use Case

To illustrate this workflow, consider a scenario where a company needs to review a vendor contract for GDPR compliance. The workflow would extract relevant clauses from the contract, retrieve additional information from the knowledge base, and generate a compliance report highlighting any non-compliant terms.

Key Takeaways and Best Practices

• Ensure thorough extraction of relevant information from contracts
• Leverage a comprehensive knowledge base to inform the review process
• Implement guideline matching to identify potential compliance issues
• Generate accurate compliance reports to summarize findings

Tools and Technologies

This workflow utilizes several key tools and technologies, including:

• LlamaParse: For parsing and extracting relevant information from contracts
• LlamaCloud: For storing and retrieving additional relevant documents and materials
• @llama_index: For indexing and searching the knowledge base

References:

• Contract Review Notebook
• LlamaCloud Demo

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