The legal AI market is loud, with bold claims and promises of instant productivity. Inside real firms, the pattern is simpler. The firms that succeed treat AI adoption as a process, not a flip of a switch.

Mary Technology shares firsthand insight from more than 100 law firms on what works, what fails, and what separates firms that gain a real competitive advantage from those that simply check the box with AI. The framework focuses on short, tightly scoped pilots that build internal champions, selecting users who actually have time to test, and keeping feedback loops tight and data driven so adoption decisions are grounded in usage and outcomes rather than opinions.

Download the whitepaper to see how law firms are turning AI from a buzzword into measurable impact, with clearer pilots, better user fit, and feedback loops that support confident adoption decisions.