‘AI-pilled’ firms spend $7,500 per employee each month on AI
Ramp says the top 1% of AI-adopting U.S. firms spend $7,500 per employee each month on AI, far above the median.
Intelligence analysis by GPT-5.4 Mini
Fresh Ramp research suggests a small group of American businesses are spending heavily on AI, but most firms are not. The top 1% spend $7,500 per employee monthly, while the median spend is just $11.38.
A small group of companies is spending a lot on AI, like buying premium tools for every worker. But most companies are only spending a little, and some are barely spending anything at all.
Analysis
Ramp’s AI Index looks at how American businesses are adopting AI, and the latest numbers show a steep split between casual users and the most committed adopters. The top 1% of firms, which Ramp calls “AI-pilled,” are spending about $7,500 per employee each month on AI.
That figure is large, but the article notes it is still below the roughly $16,000 per month the average software engineer makes. The rest of the market is nowhere close: the top 10% of firms spend about $611 per employee per month, while the median company spends only $11.38 per employee, roughly the cost of a basic enterprise seat.
The story is framed against recent comments from industry leaders who say AI costs are becoming a major line item. An Nvidia executive recently said compute now costs more than employee salaries, and Mercor’s CEO said the startup spends more on internal-agent tokens than on headcount. Ramp’s data suggests that pattern is real for the most intense users, but not yet for the broader market.
Spending is still rising. Among the “AI-pilled” firms, AI spend per employee grew 14.1% last month. The article says it is not yet clear whether that pace will continue. It also suggests that the heaviest spenders are not locked into one vendor; they tend to bounce between frontier models and platforms that also offer cheaper open-source options.
Key points
- Ramp says the top 1% of AI-adopting U.S. firms spend $7,500 per employee per month on AI.
- The top 10% spend about $611 per employee per month, while the median spends $11.38.
- AI spend among the top 1% rose 14.1% last month.
- Ramp says the heaviest users often switch between frontier models and cheaper open-source options.
- The article argues AI spending is rising, but most companies are still spending relatively little.
If the spending is paying off, the biggest users could get faster workflows and more capable internal tools without fully replacing staff. The mix of frontier and open-source models could also push companies toward cheaper, more flexible AI setups over time.
If AI costs keep rising faster than the business value they create, the biggest users could face ballooning bills and pressure to cut back. The gap between heavy spenders and everyone else may also widen, leaving most firms with little practical AI adoption while a few absorb the costs.
