For years, law-firm PD teams have battled performance systems that show up late, say little, and change even less. In this article, we examine why the conventional approach no longer works, and how smart, data-informed practices can finally give lawyers the clarity, coaching, and development they need to thrive.

A new generation of law firm-specific AI tools promises to make associate evaluations fairer, faster, and more focused.