Legal leaders have spent years piloting AI. Now comes the harder part: making it business as usual. A legal AI operating model, built on governance, security, training and clear human-in-the-loop rules, is the difference between scattered experiments and responsible, firm-wide adoption at scale.
Ben Edwards is a freelance journalist and editorial director at Pensar Media. He primarily writes about financial markets, banking, investment, and legal services, with a keen interest in the intersection of law and competitive sports. His work has been featured in various publications, including Anglican Ink, Michigan State University, and The Conversation Australia + NZ.















