Key Points:

• Legal operations functions have evolved from process mapping to needing data fluency, systems thinking and business context.
• Current legal education and training lag behind the skills required for effective AI-enabled operations.
• Ongoing learning and adaptable playbooks are essential as tools and workflows continually change.

Legal operations professionals are facing a sustained need to evolve as artificial intelligence increasingly influences how legal work is done, according to Bloomberg Law. The article explains that while early legal ops roles focused on process improvements and contract tracking, modern functions require a deeper integration of technology, data interpretation and systems thinking as departments embrace AI tools and advanced workflows.

The piece traces the evolution of legal ops from handling routine tasks like process mapping to taking responsibility for evaluating tools, interpreting analytics, assessing risk and anticipating organizational impact. It highlights that what was once considered a specialized operational niche has become central to how legal departments function, with roles growing to include directors responsible for technology, analytics, vendor management, billing and other operational specialties.

Despite widespread adoption of AI technologies across legal departments, there remains a significant gap between the pace of change and the formal education and training that supports these roles. The article notes that legal education often does not reflect the current realities of legal ops, particularly in areas related to technology and AI fluency, and calls for law schools and professional programs to adapt curricula so that future lawyers and ops professionals are prepared for these demands.

The narrative also addresses the relationship between technology and process, explaining that applying modern tools to outdated processes can exacerbate problems rather than solve them. The suggestion is that legal ops should not only adopt technology but also rethink underlying processes to ensure that new systems deliver real value rather than simply creating new complexities.

Looking ahead, the article emphasizes that legal ops must embrace ongoing learning rather than rely on one-time training. As tools, vendor options and workflows continue to shift, adaptability and continuous reinvention of playbooks will be essential to maintain operational efficiency and strategic impact within corporations and law firms.