2. Corporate legal departments need AI tied to measurable business outcomes

The National Law Review summarized Thomson Reuters Institute findings that nearly half of corporate law departments report department-wide AI adoption, but fewer than 20 percent are measuring AI ROI. The useful angle for Inside Practice is that adoption is no longer the headline; the hard question is whether AI can be tied to contract velocity, risk reduction, revenue protection, matter economics, and operating metrics.