Legal tech’s promise of efficiency is colliding with the billable hour, creating what one industry analysis calls an “AI efficiency trap.” The argument, drawn from ILTACON conversations, is that AI tools can finish document review, research, and drafting in a fraction of the time. For firms that bill by the hour, that speed directly shrinks the volume of billable work—and therefore revenue—even as clients expect the same or better outcomes.
The analysis suggests the problem is structural: firms invest in AI to stay competitive, but the productivity gains undercut the very metric that pays for those investments. Unless firms rethink how they charge—moving toward flat fees, value-based pricing, or other alternatives—they risk doing more work for less money.
No counterargument appears in the source, which is a sponsored post, so the piece is best read as a warning rather than a settled debate. Still, it reflects a growing strain in legal practice: technology is changing how legal work is done, but the business model has not necessarily kept pace.