Ramp and Revelio use real AI spend data to track hiring after adoption

How employment changes when firms adopt generative AI

Ramp and Revelio linked AI vendor spend to workforce records for 21,559 U.S. firms. High-intensity AI adopters grew headcount ~10% over two years, with entry-level roles up 12%. Low-intensity adopters saw no statistically significant change. Adopters were already larger, more technical, and faster-growing; gains concentrated in Information. The post doesn't disclose the dollar threshold separating high from low intensity.

Why it matters: Ramp and Revelio matched AI spending data with workforce records for 21,559 firms: high-intensity adopters grew headcount 10.2% and entry-level roles 12%, while low-intensity adopters saw no significant change. Solid data and a counterintuitive finding, but growth is concentra...