Summary
AI is already embedded in many law firms, delivering measurable gains in speed and efficiency. But progress remains uneven. What works for individual lawyers or teams does not always translate into sustained, firm-wide impact.
Based on patterns observed across more than 1,000 firms, the biggest barrier to AI-led transformation is not the technology. It is the human side of change.
This piece explores the conditions that determine whether adoption scales, including leadership behavior, skills development, communication, workflows, and access to technology. It offers a practical perspective on how firms move from early usage to lasting organizational change.