AI‑pilled firms spend $7,500 per employee each month on AI tools

The Ramp AI Index shows that the most aggressive adopters of artificial intelligence – the top 1 % of U.S. firms, dubbed “AI‑pilled” – are spending about $7,500 per employee each month on AI compute and token costs [1]. That figure translates to roughly Rs 6.4 lakh per employee in India [2] and remains well below the average $16,000 monthly salary of a software engineer [1].

Key takeaways

• AI‑pilled firms average $7,500 per employee per month on AI spend [1]
• The top 10 % of companies spend about $611 per employee monthly, while the median firm spends $11.38 [1]
• AI spending among the top spenders grew 14.1 % per employee in the last month [1]
• Executives at Nvidia and Mercor claim compute costs now exceed payroll in their firms [1]
• Despite rising AI budgets, AI spend still trails typical software engineer compensation [2]

Scale of AI spending among the most intensive adopters

The Ramp AI Index, compiled from expense‑management data, categorises firms by AI‑spending intensity. The “AI‑pilled” label applies to the top 1 % of companies, which collectively allocate $7,500 per employee each month to AI‑related compute and token usage [1]. This spending is markedly higher than the $611 per employee seen in the top 10 % and the $11.38 median, which is comparable to the cost of a single enterprise AI seat [1]. Industry leaders have highlighted the scale: an Nvidia executive noted that compute costs now surpass employee salaries, and Mercor’s CEO said the startup spends more on internal AI agents than on its workforce [1].

Growth trends and broader context

AI budgets are still on an upward trajectory. Among the AI‑pilled firms, per‑employee AI spend rose 14.1 % in the most recent month, suggesting continued acceleration [1]. The report also notes that many of these firms are diversifying across multiple frontier models and open‑source platforms to manage costs while maintaining capability [1]. In parallel, the tech sector is experiencing significant layoffs, with AI cited as the leading reason for job cuts in the United States this year, according to Challenger, Gray & Christmas [2]. While AI‑related layoffs have surged, the same research underscores that AI spending has not yet overtaken human payroll, as the average software engineer earns about $16,000 per month—more than double the AI‑pilled firms’ per‑employee AI spend [2].

Why it matters

The data highlights a pivotal inflection point: a small slice of companies are allocating substantial budgets to AI, betting on productivity gains that could reshape cost structures. However, the median firm’s AI spend remains modest, indicating that widespread adoption is still in its early stages. The rapid 14 % month‑over‑month increase among top spenders suggests that corporate AI budgets could continue to climb, especially if early adopters demonstrate measurable returns. At the same time, the rise in AI‑driven layoffs raises questions about how firms balance automation with workforce considerations. Future reports from the Ramp AI Index will be key to tracking whether AI spending eventually eclipses traditional labor costs or stabilises at current levels.