Manuel Ayala
Manuel Ayala runs AI Vortex, an AI operations and visibility advisory for law firms. He spent five years inside a U.S. firm watching how work actually gets done — who does it, how long it drags on, and where margins quietly leak.
He now works with firms on three things: AI operations audits, governance frameworks, and AI visibility diagnostics — measuring how often a firm is being cited inside Copilot, ChatGPT, Claude, and Perplexity when clients ask the questions that drive engagements.
His thesis: roughly 70% of billable work is process-driven and increasingly automatable. The other 30% is licensed judgment that compounds when the rest is offloaded.
He writes about the structural shift in legal services at aivortex.io and on LinkedIn.
Reach him at manuel@aivortex.io.
