Companies spending the most on AI are growing jobs, Ramp study finds

A study by Ramp and Revelio Labs indicates that companies with high AI spending intensity are increasing their workforce rather than reducing it. The findings suggest that AI adoption leads to gradual productivity gains and job growth across various departments, including entry-level roles.
Why it matters
This research challenges the prevailing narrative that AI will inevitably lead to mass job displacement, suggesting instead that it may act as a catalyst for corporate expansion.
The report, conducted with labor market analytics firm Revelio Labs, analyzed AI spending and employment records for 21,559 U.S. companies between 2021 and early 2026, citing Ramp transaction data. By linking corporate payments to AI vendors with workforce data, the researchers found that firms with the highest AI spending intensity increased employment by roughly 10% after adopting AI, while low-intensity adopters saw no statistically significant change. Entry-level employment also rose about 12% among heavy adopters.
The article reports on specific research findings while acknowledging the study's limitations and the researchers' methodology.
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