Clio brings firm-specific judgment into AI contract review

Clio, the global leader in legal AI, today announced the launch of Review Playbooks in Vincent, Clio’s legal AI platform for large law firms and corporate legal teams. Review Playbooks turn years of negotiating experience into defined standards that can be applied consistently across contract review.

Until now, much of that negotiating knowledge has remained scattered across past agreements, internal guidance, and individual experience. Review Playbooks gives Vincent a way to work from the positions a firm has already established. Teams define which terms they prefer, which they are prepared to accept, and which require pushback. Vincent then assesses incoming agreements against those standards, explains how each term compares with the firm’s position, and proposes redlines directly in Microsoft Word. Lawyers decide which changes to accept, reject, or revise.

“The value of legal AI comes from how well it understands the human judgment behind the work,” said Dan Hoadley, Senior Director, Product Management at Clio. “Review Playbooks gives Vincent a way to reflect the standards firms and inhouse teams have developed through years of practice, making that expertise more consistent, accessible, and actionable across the organization.”

Getting contract standards into Vincent does not require firms to start from scratch. A playbook can be created from an existing guidelines document, three or more contracts that reflect outcomes the team is comfortable with, or a conversation describing how the firm approaches particular terms. Vincent uses that material to organize positions as Preferred, Acceptable, and Unacceptable, turning existing know-how into a framework that can be reused across matters.

From there, the review happens wherever it’s most convenient for the lawyer. Vincent checks each agreement against the playbook, surfaces unacceptable terms first, and provides its reasoning alongside a proposed redline, whether run directly within Vincent or through the Clio for Word add-in. Suggested language can be accepted, rejected, or adjusted as a tracked change in the Word add-in, keeping the lawyer in control while making the firm’s standards easier to apply consistently. The Clio for Word add-in remains the preferred workflow for lawyers who want to review and edit in one place, while working directly within Vincent offers a streamlined option focused on review.

The same approach extends to how those standards are governed. Builder and Admin roles can create and edit playbooks, while attorneys can read and run them, allowing teams to control who defines negotiating positions and how broadly they are applied. That structure helps preserve consistency without separating review from the lawyers responsible for the final judgment.

For Clio, Review Playbooks marks a broader step in making Vincent more tailored to the firms and legal teams that use it. Vincent can now draw on the negotiating standards an organization has developed through its own work, allowing legal AI to reflect not only the substance of a contract, but the judgment behind how a firm chooses to negotiate it.

Review Playbooks is now available in Vincent. For more information, visit clio.com/enterprise/vincent.