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As per a report from Axios, an AI consultant recently revealed that one of their clients received a bill of around $500 million for a single month after they failed to put usage limits on Claude licences for employees. That is, the company spent roughly Rs 4,770 crore on AI in just one month.AI tools charge as per your use

Now, you may have wondered how any company could spend such a big sum on AI usage in a single month. As per the report, the company failed to set usage limits for employees, and that is likely the reason for this bill.

While companies do purchase licences for a fee for each employee, the licences come with a limit to how many AI tokens one can use. AI tokens are like basic units of measurement for AI. That is, the more work you do with an AI, the more tokens you use.

And, if an employee exceeds this limit, they will be charged extra for additional use. It is likely that the employees at this unnamed firm crossed the limits and continued to use the AI tool. Though it is unclear how many employees were using Claude at the company.Companies are cutting back on AI use

This report comes at a time when companies are starting to cut back on AI use due to rising costs. Microsoft is said to have cancelled most of its Claude Code licences, likely in part because of costs, with plans to switch to an internal AI tool by June 30.

On the other hand, Uber has previously mentioned that it had used up its annual AI spending budget in just five months. As India Today Tech previously reported, companies have started to rethink AI tools as costs arise, likely making it difficult to sustain at scale for some.

In recent weeks, AI pioneers like OpenAI CEO Sam Altman have also started to back down on their earlier warnings that AI may cause widespread disruption across white-collar jobs, as companies face these rising costs.

Though the internet seems to be full of some interesting reactions. One user shared a screenshot from the movie, “The Big Short” where the character Mark Baum realises that there was a financial bubble. The person added, “We have reached this moment in the movie.” One user joked that the situation resembled the movie "The Big Short."

Another user wondered when such a huge bill would turn out to be detrimental for a company. The user wrote, “How long until a company is bankrupted by rogue LLM token use?” Some believed that such instances may cause financial strain on companies.

One person joked that Nvidia CEO Jensen Huang “would be very proud right now.” Jensen Huang had previously mentioned that engineers should be evaluated on the basis of how many AI tokens they use.

Earlier this year, Huang had claimed, “If that $500,000 engineer did not consume at least $250,000 worth of tokens, I am going to be deeply alarmed.”- EndsPublished By: Armaan AgarwalPublished On: May 29, 2026 09:08 ISTAlso Read | Microsoft and others rethink AI use, cost rising fast and no productivity gainsAlso Read | After 2.5 lakh people lost their jobs, Sam Altman and others now stop hyping AIAlso Read | AI 101 For Dummies: Read this guide and then go, speak AI language