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ARTICLE · 09 OCTOBER 2025

AI Governance Best Practices For Legal Teams

Over the past decade, AI has shifted from a nascent technology to a mainstream business driver, raising new questions about trust, accountability, and compliance.

United StatesTechnology

Over the past decade, AI has shifted from a nascent technology to a mainstream business driver, raising new questions about trust, accountability, and compliance. I've had a front row seat to this evolution, first at an AI company pioneering computer vision, and later as the founder of a natural language processing startup. These experiences not only deepened my technical understanding but also sharpened my perspective on the ethical and governance challenges AI presents to in-house legal teams.

Today, as a lawyer focused on AI governance, I often see companies innovating so quickly that governance becomes an afterthought. In-house legal teams are lean, leaving little time to devote to the design and implementation of a formal governance program. Sound familiar? After many conversations with clients and colleagues facing this reality, I've outlined some practical, manageable steps to consider for building an AI governance program, without slowing down innovation.

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