AI adoption among businesses showed signs of slowing in August, according to spending data from Ramp, which tracks activity across around 70,000 companies.

 

About 56% of Ramp customers paid for AI products in August, up only 0.4% from July. While this may simply reflect the typical summer slowdown, it could also be an early warning sign for the AI industry.

 

The concern is bigger because AI infrastructure spending has reached enormous levels. Frontier AI companies and hyperscalers are investing billions in chips and data centers based on the expectation that business AI usage — and revenue — will continue growing rapidly.

 

Ramp also found that AI spending per employee among the top 1% of companies fell nearly 10% to $7,205. At the same time, the average cost of AI tokens dropped significantly as companies such as OpenAI and Anthropic reduced prices.

 

Lower prices are good news for companies using AI, but they could create challenges for AI model providers if falling prices aren’t offset by much higher usage.

 

Interestingly, only 6.4% of businesses spending on AI were using model-serving or inference platforms in August. Adoption is growing, but not yet at a pace that appears to be driving broader enterprise AI adoption.

 

So, is August simply a summer blip — or the first sign that the explosive growth in business AI spending may be starting to cool?

 

For companies using AI, falling costs are certainly good news. For AI labs and hyperscalers investing hundreds of billions in infrastructure, however, this is a trend worth watching closely.

 

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