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Product Updates

Meet Playbook Agent: Scale Your Legal Expertise with AI

December 16, 2025
Eileen Policarpio
,
Communications Manager

Today, we’re sharing a first look at the LegalOn Playbook Agent, an easy, collaborative way for in-house legal teams to put their expertise into action. 

Legal teams have long relied on experience, judgment, and carefully crafted standards to guide contract review. But when those standards live in checklists, Word docs, spreadsheets, or other unstructured formats, they require tedious, manual work to maintain and use for contract review. And preparing them for use in an AI system can often add another layer of manual effort.

Playbook Agent changes that.

With a single upload, LegalOn’s Playbook Agent converts those existing materials into a structured playbook optimized for AI contract review. No reformatting. No restructuring. No prompt-engineering. Just your expertise, ready to work in AI contract review.

Upload. Analyze. Generate. Review. Go.

Playbook Agent is built to meet legal teams where you are. No matter how your standards are documented today, the Agent interprets their structure, identifies key rules and topics, and transforms them into an organized, transparent playbook that’s ready for immediate use.

The workflow is simple:

  1. Upload your existing standards, exactly as they are.

  2. Analyze as the Playbook Agent interprets your structure, topics, and guidance.

  3. Generate a fully structured, AI-ready playbook within minutes.

  4. Review rules alongside their original source text for full clarity and trust.

  5. Publish and begin reviewing contracts right away.

It’s the fastest way to bring your legal standards to life.

Designed for the Real World

Playbook Agent isn’t built for perfect documents. It’s built for the world legal teams actually work in.

  • Checklists scattered across spreadsheets.

  • Guidance buried in emails.

  • Rules captured in tables, notes, and training materials.

  • Standards documented over years, by multiple people.

The Agent understands this complexity and organizes it into a clean, consistent playbook without requiring teams to change how they work.

Because the best technology adapts to you, not the other way around.

Transparency You Can Trust in AI-Powered Contract Review

Every playbook entry generated by Playbook Agent includes clear, side-by-side source references. You can trace exactly how the Agent interpreted your content and quickly make any edits you need, all in an editable workspace.

This level of transparency isn’t an add-on. It’s a requirement. Legal teams deserve clarity in how AI makes decisions, and Playbook Agent delivers an experience that is fully traceable and easy to review from day one.

A New Standard for Time-to-Value in Legal Tech

With Playbook Agent, setting up a new playbook takes minutes. Not days or weeks.

This has a profound impact on how teams adopt AI. Value becomes immediate. And legal teams spend their time on strategy, negotiation, and partnership. Not data entry. 

Enabling Legal Standards to Drive Business Forward

Playbook Agent makes it easy for legal teams to turn their standards into AI review workflows for any document or contract type. This enables legal to extend their impact across the business—providing procurement, sales, commercial operations, InfoSec, compliance, and other teams with clear, AI-driven reviews that remain under legal’s control.

When Legal’s standards become instantly usable, the entire organization operates with greater consistency. Teams know what to look for, how to respond, and when to escalate. Legal’s expertise reaches more of the business, supporting faster cycles, better governance, and more predictable outcomes.

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