# Heavy AI Spenders Add Workers, Not Cuts > Source: > Published: 2026-06-30 21:00:59+00:00 For practitioners: This paper-sized linkage between corporate AI spending and hiring matters because it changes the operational signals teams use when sizing deployment, onboarding, and entry-level pipelines. The study suggests heavy AI investment can coincide with new implementation and evaluation roles rather than immediate headcount reductions. According to a working paper from **Ramp** and workforce analytics firm **Revelio Labs**, which linked Ramp corporate card and bill-pay records to Revelio workforce data for **21,559** U.S. firms from 2021 to early 2026, the highest AI spenders grew employment by about **10%** in the two years after adoption and entry-level hiring rose about **12%**; low-intensity adopters showed no statistically significant change (Ramp/Revelio working paper; reporting summarized by Coindesk and 247wallst). The report warns this is correlation, not proven causation, and notes heavy adopters were already larger and faster-growing prior to AI spending (Coindesk; Ramp report).