Wolters Kluwer: AI Governance is Now a Core Legal Operations Imperative
The legal technology firm urges departments to prioritize responsible scaling and data governance to unlock enterprise-wide AI value.
Legal departments are shifting their focus from the mere adoption of artificial intelligence to the complex challenge of scaling it responsibly across the enterprise. Wolters Kluwer is emphasizing that the intersection of AI governance and legal operations is the primary driver for delivering substantial value while maintaining strict regulatory and ethical oversight.
According to Sergio Liscia of Wolters Kluwer, AI is already delivering substantial value to the legal sector. However, he notes that the strategic goal has evolved: the priority is now to scale these capabilities responsibly across the entire organization. To support this transition, the company is promoting tools such as Libra, a legal AI solution designed to help legal professionals integrate these technologies into their workflows with greater confidence.
The Shift to Operational Governance
Traditionally, the governance of new technology—ensuring data privacy, accuracy, and ethical application—was viewed as a compliance or purely legal function. However, as AI becomes embedded in daily legal workflows, this responsibility has transitioned into a core legal operations (Legal Ops) imperative. Legal Ops, which manages the business and administrative side of a legal department, must now treat AI governance as a foundational operational requirement rather than a secondary check.
Why Data Readiness Matters
This shift in responsibility highlights a critical reality: the success of AI adoption depends less on the sophistication of the software and more on the quality of the underlying data and the frameworks used to manage it. Without "AI-ready" data—information that is clean, structured, and governed—legal departments face significant risks. Poor data quality can lead to operational inefficiencies, inaccurate AI outputs, and potential regulatory non-compliance, effectively neutralizing the benefits of the technology.
The Path to Responsible Scaling
As legal enterprises move toward 2026, the focus will remain on building the operational infrastructure necessary to support AI at scale. This involves moving beyond isolated pilot programs and creating standardized governance protocols that can be applied across various departments. The industry is now watching how legal operations professionals bridge the gap between having AI tools and having the data maturity required to use them safely. The ability to maintain governance while expanding AI's footprint will likely distinguish high-performing legal departments from those struggling with technical debt and data silos.