A Hands-On Guide for In-House Teams

Commercial contracting has resisted automation for a long time, and for good reason.

Drafting and review are not mechanical, rubber-stamp tasks. They involve a calculus of risk, context, and judgment that, until recently, no software could mimic.

What's changed is that LLMs can now work with legal text in ways older tools could not. They can interpret meaning, compare clauses, and execute legal workflows that were once considered too nuanced for technology to touch.

The tools, it turns out, are no longer the bottleneck. The organization is.

And that shift has left every legal leader looking for answers to questions that used to be hypothetical:

- How do I gauge if my team is ready for AI?
- How do I build a credible business case?
- How do I evaluate vendors ?
- How do I design a pilot that proves ROI?
- How do I prevent a rollout from stalling?

Each section of this guide addresses one of these questions directly, with concrete steps and checklists. You'll also find links to companion tools where relevant.