Manuel Ayala
Manuel Ayala’s take on legal AI isn’t theoretical. He spent years inside a U.S. law firm watching how work actually gets done—who does it, how long it drags on, and where margins quietly leak.
He now runs AI Vortex, tracking the real shifts in legal: sanctions for AI misuse, billions pouring into legal tech, and AI-native firms luring talent away from traditional partnerships.
Ayala’s focus is operational, not promotional. He works with firms to strip legal work down to its essentials—what genuinely requires a lawyer, and what doesn’t. The answer is uncomfortable: as much as 70% of billable work is process-driven and increasingly automatable.
He’s not selling tools. He’s exposing how the work—and the business model—is changing.
