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The Pulse

| 1 minute read

The Outline Comes Before the Exam (So It Goes with AI)

I'm a big fan of AI. I think it's genuinely transformative—for the practice of law and, as I've written elsewhere, for access to justice. It's been a pleasure to write about, and lately I've had the chance to present to other lawyers on integrating AI into their legal practices. So I read this Law360 piece on how firms are approaching AI adoption with real interest.

One line stopped me. Larry Gresser of Cohen & Gresser explained why his firm didn't rush to buy the flashiest platform: they were focused on "building the road before buying the Ferrari"—getting their systems, processes, and data ready first.

That's exactly right.

It reminds me of law school. The exam wasn't really about the three hours of writing. It was about the outline—the weeks of synthesizing cases and building a framework you could use under pressure. Show up with a great outline, and the exam runs smoothly. Show up without one, and no amount of raw ability saves you.

AI tools are the same. The model is powerful, but it performs only as well as its foundation: clean data, sound processes, sharp prompts, and lawyers who know the law well enough to direct and check the output.

So build the outline. Then take the exam.

The firm has been test-driving Microsoft Copilot and associated AI tools, but the primary aim at the moment is ensuring that the firm's systems and underlying data are primed to integrate with AI or, as Gresser puts it, quoting his firm's legal technologist, "building the road before buying the Ferrari." "The reason we didn't rush to buy Harvey or Legora or any of the other AI programs right away was that we are getting ourselves, our systems and our data ready for AI," he said. "We're focused on getting our processes right and our data pristine."

Tags

legal ai, ai adoption, ai strategy, legal technology, law firm management