Legal AI Adoption Remains Cautious Among Lawyers

Bloomberg Law survey shows legal AI adoption growing slowly as lawyers weigh efficiency gains against accuracy, ethics, and billing structures.

Key points:

  • Only one in five lawyers use generative AI daily, survey finds.
  • Most attorneys cite data risks and lack of incentives as barriers.
  • AI use is highest in tech-savvy practice areas like eDiscovery.

Artificial intelligence may be reshaping industries, but the legal profession remains measured in its embrace. According to Bloomberg Law’s State of Practice survey, only 21% of attorneys report using generative AI daily, while roughly a third haven’t used it at all in the past six months.

The restrained pace reflects an enduring tension in legal practice: balancing innovation with risk management. “We overestimate the impact technology is going to have in the short term and underestimate in the long term,” said Rudy DeFelice, global head of Harbor Labs. For many lawyers, the billable hour offers little motivation to pursue automation that could reduce time spent on client work.

Only 23% of respondents identified their firms or legal departments as early adopters of technology. Others cited reputational risks, particularly the potential for AI “hallucinations” or the mishandling of sensitive data. “We’ve got a good thing,” DeFelice added. “We bill by the hour.”

At firms like K&L Gates, enthusiasm for AI varies widely across practice groups. Of counsel Alicia Hawley said her eDiscovery team’s comfort with technology has made AI integration more natural. “Experience level and practice area both impact how open lawyers are to experimenting with these tools,” she noted.

Meanwhile, practitioners such as Benjamin Cramer of Wood + Lamping LLP are demonstrating AI’s tangible benefits. Using Microsoft’s Copilot, Cramer identified a $50,000 discrepancy across 14,000 IRS transactions—ultimately saving his client $600,000 in a settlement. “It’s not going away,” he said. “So let’s use it.”

The survey, which gathered over 750 responses in September 2024, offers a snapshot of an industry in cautious transition. While many attorneys remain wary, others may be using AI without realizing it—through integrated tools in email, video conferencing, or document platforms.

As DeFelice observed, the long-term trajectory is clear. Even if lawyers aren’t consciously adopting AI, “it’s being used around them.” The legal profession’s challenge now is to reconcile that quiet revolution with the structures and incentives that have long defined its work.

Customer Stories

See how leading enterprise in-house teams have scaled smarter with Legal.io's high-caliber flex talent.

More from Legal.io


Legal.io Webinar Series: Legal Spend Management
Legal.io Webinar Series: Legal Spend Management

In this webinar, legal experts explored strategies for optimizing operations, emphasizing cost management, right-sourcing, and leveraging internal resources. The session offered practical insights on e-billing analytics, technology's role in efficiency, and collaborative relationships between legal teams and external firms. Led by Janine Dixon, LaTrece Johnson, and Liz Federowicz, the discussion provided a concise guide for legal professionals to navigate challenges and enhance overall value.

Jan 08, 2024
Read More
The NextGen Bar Exam Set to Debut in July 2026
The NextGen Bar Exam Set to Debut in July 2026

This new examination represents a shift from the traditional bar exam by emphasizing skills-based knowledge over content memorization.

Sep 03, 2023
Read More
Legal.io Newsletter - May 6, 2022
Legal.io Newsletter - May 6, 2022

Published weekly on Friday, the Legal.io Newsletter covers the latest in legal, talent & tech.

May 06, 2022
Read More
California Bar Seeks to Expand Supervised Practice Program Amid Exam Fallout

The California Bar has petitioned the state Supreme Court to expand its provisional licensing program to help 3,340 applicants affected by the troubled February 2025 exam.

May 24, 2025
Read More
Law Firms Raising the Bar on Earning Expectations for Partners

A growing number of top law firms have set minimum earnings expectations for their equity partners, with top firms setting targets at $5 million to $7 million in business each year

Oct 22, 2024
Read More
Ready to hire?

Schedule a free consultation to discuss your hiring needs.

Free 15-min consultation
Legal.io Platform
5 star reviews
Hiring made smarter

Easy-to-use platform for hiring legal talent, managing spend, and optimizing your panel — plus an average savings of 50%.

Need Immediate Help?

Submit a hiring request and let our experts handle the entire process for you.