Legal Document Review Agent
The Challenge
The client's legal team managed over 1,000 enterprise agreements. Every new contract or renewal required manual review to ensure all mandatory clauses were present and compliant. This process took days per document, creating a bottleneck that delayed commercial deals. The team also had no efficient way to search or query their existing agreement library — finding precedents meant manually reading through files.
Solution & Approach
We designed and deployed a two-part agentic system. First, an automated review agent that validates contracts against mandatory clause libraries — flagging missing or non-compliant clauses before human review. Second, a conversational interface that lets legal staff query the full agreement library in natural language: 'Which agreements have auto-renewal clauses?' or 'Show me all data processing terms with EMEA scope.' Built on AWS Bedrock with OpenSearch for high-precision retrieval and SageMaker for custom clause classification models.
- Mandatory clause validation — Automatically checks contracts against configurable clause libraries, flagging gaps and non-compliance.
- Conversational agreement search — Legal staff query 1,000+ agreements in plain English, with context-aware follow-ups.
- Secure by design — All document processing stays within the client’s AWS environment. Cognito-based access control ensures role-appropriate document visibility.
- Human-in-the-loop — The agent flags issues and suggests resolutions; final decisions remain with the legal team.
Results & Impact
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