contract-review

Automate contract review by adding structured annotations directly to the docx file, leaving the original text unedited. This approach speeds up collaboration and auditability while applying entity verification and four-layer checks.

A four-layer contract review model systematically checks contracts through entity verification, basic checks, business checks, and legal checks. It applies automated, structured comments at each layer to ensure comprehensive risk analysis and compliance.

Verify enterprise entities and analyze risks using dual-mode QCC verification. Use QCC CLI for direct entity checks and QCC MCP for deep risk analysis, ensuring all outputs are labeled with their data sources for auditability.

You can generate a summarized contract overview, a comprehensive opinion, and Mermaid workflow diagrams from an uploaded docx file. These outputs illustrate processes and consolidate review findings without altering the source document.

The contract review workflow relies on python-docx, defusedxml, and requests dependencies to process documents and handle data. You need these installed to execute the automated annotation and entity verification scripts.

The best way to structure legal annotations for auditability is using a four-layer review model that adds data-source-labeled comments without modifying original text. This creates a clear, trackable record of entity verification and risk analysis.