AI weakens time as the default measure of value

Clio argues that AI makes time a less reliable proxy for legal value, especially where large shares of hourly work are exposed to automation. For mid-sized firms, that pushes pricing from partner instinct toward matter-level data, standard scopes, fixed fees and credible explanations of where technology improves outcomes without simply discounting expertise.