What is the main obstacle to scaling AI in legal departments?

It is the way lawyers have been working all along, not the technology itself. Ford's Darth Vaughn says people who have been highly successful doing things a certain way for long periods are being asked to rethink that approach.

Who is quoted on the challenge of changing legal workflows?

Darth Vaughn, associate general counsel and head of policy and legal operations at Ford Motor Co., said asking highly successful people to rethink how they work is difficult because those methods have defined their success for so long.

Large Language ModelsTop Companies' AI MovesAI Business & IndustryTop Companies AI12m agoOct 29, 2026, 06:30 JST

Ford's Darth Vaughn: Lawyer habits, not AI, block legal adoption

Send on LINE

3 Key Points

What happened
Corporate legal departments are investing in AI but discovering the biggest obstacle is how their lawyers have always worked, with Ford's Darth Vaughn saying you're asking highly successful people to rethink long-standing methods.
Why it matters
The resistance comes from people whose success was built on those very methods, so adoption may stall unless departments address workflow habits and not just the technology, according to the body's account.

Not sure about something? Ask the AI

Questions and answers are published on this page.

Summaries like this, every morning.

Get these free every morning

Context & Analysis

The framing suggests a gap between investment and actual use. Legal departments are putting money into artificial intelligence, yet the friction is organizational rather than technical. Darth Vaughn's comment at Ford points to a specific dynamic: lawyers who have built careers on a certain way of working are being asked to abandon or revise those methods, which is a difficult ask when those methods are tied to their professional success.

The other figures named in the piece—Stacy Lettie of Johnson & Johnson and Mark Allen of Legora—appear alongside Vaughn in the photo caption, indicating that the discussion involves legal innovation leaders from both a major corporate legal department and a legal tech provider. The body does not describe their specific remarks, so it is unclear whether they offer complementary or contrasting views. What the body does make clear is that the obstacle is not the AI itself but the human habits surrounding it, a theme that may shape how legal departments approach change management as they scale these tools.

FAQ

What is the main obstacle to scaling AI in legal departments?: It is the way lawyers have been working all along, not the technology itself. Ford's Darth Vaughn says people who have been highly successful doing things a certain way for long periods are being asked to rethink that approach.
Who is quoted on the challenge of changing legal workflows?: Darth Vaughn, associate general counsel and head of policy and legal operations at Ford Motor Co., said asking highly successful people to rethink how they work is difficult because those methods have defined their success for so long.

AI news that matters for your work, delivered every morning.

Pick your industry and the AI tools you use, and get news related to your work every day.

Get it free

Free · 30 seconds with Google · unsubscribe anytimeWhat is AIToday? →

Ask AI

Ask AI anything about this article. The AI reads this article, earlier AIToday articles, and Wikipedia, and cites its sources. Q&As are published on this page for other readers too.