Introducing The Legal AI Adoption Toolkit

Today, we're releasing The Legal AI Adoption Toolkit, a hands-on guide for in-house legal teams evaluating and adopting AI.

It walks you through the full adoption journey—from readiness through rollout—and includes the calculators, scorecards, and checklists needed to execute each step.

Edited by Trent Skanes, J.D. (Director of Legal, Spellbook) and Annemarie Weiss, LL.M. (Senior Commercial Counsel, Neo4j).

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Tools Built for In-House Teams

Here’s what’s inside:

• The Core Guide: Chapters covering organizational readiness, business case modeling, vendor evaluation, pilot design, and roll out. 
• An ROI Calculator: A custom tool that uses your team's contract volumes, review times, and hourly rates to model projected cost and time savings. 
• Vendor Scorecard: A spreadsheet to help you compare platforms side-by-side on redlining quality, workflow integration, and security controls.‍
• Adoption Checklists: Four checklists covering readiness, business case, pilot, and rollout.

AI Is Easy. Adoption Isn't.

In many ways, AI is the easy part. Today’s tools generally do what they’re configured to do, reliably and without complaint. 

The real variable is us, the people using them. Our habits, our skepticism, our insecurities, and the quiet gravitational pull to keep working the way we always have.

Because of this, legal AI initiatives fail at the organizational level far more often than the technical one, and the signs are usually visible well before they become problems.

Each section of this toolkit addresses these friction points directly, with concrete steps and tools to move past them.

Get the Legal AI Adoption Toolkit