AI's effect on employment is proving more nuanced than a simple story of replacement. A new analysis from Ramp and Revelio Labs, based on enterprise AI spending and workforce data from nearly 22,000 companies, suggests that firms investing heavily in AI are often expanding their teams rather than shrinking them.
The report found that companies classified as "high-intensity adopters" -- those spending an average of $30 per employee per month on AI during the first three months -- increased headcount by 10.2%. Growth appeared across multiple functions, including engineering, sales, administration, customer service, finance, marketing, and scientist roles.
The strongest gains were seen in the information sector, which includes software, internet, media, and related technology businesses. The data also challenges the idea that entry-level roles are disappearing across the board: in these AI-forward firms, junior headcount rose by 12%.
Still, the findings come with an important caveat. The sample leans toward fast-growing, tech-oriented companies, many of which may already have had the capital and management capacity to scale. That makes it difficult to separate AI's direct impact from broader business momentum.
The report's authors say their work does not prove that AI creates jobs everywhere, but it does push back against the idea of universal job loss. Their interpretation is that AI can lower production costs, speed up core workflows such as coding, debugging, documentation, and product development, and ultimately support broader company expansion.
At the same time, firms that only test AI through subscriptions or short pilots appear less likely to see workforce gains. The bigger advantage may belong to organizations that can turn experimentation into sustained operational change.
In that sense, AI may be widening the gap between companies that can scale innovation and those still searching for the right model. The next phase of work may be shaped less by replacement than by which organizations can convert AI into growth.