25 May, according to Fortune, an increasing number of companies are demanding that employees use it as much as possible AI Toolshowever, large-scale use is also pushing up token and computing costs within enterprises。

Microsoft has recently started to remove most of its employees' direct authority over Claude Code and to promote its own first-party AI programming tool. However, six months ago, Microsoft opened its doors to thousands of developers, designers and project managers. Claude Code, after a rapid internal epidemic, used tools on a much larger scale than expected, prompting companies to contract their mandates。
The overall collaboration between Microsoft and Anthropic is still advancing, with bilateral agreements including Microsoft ' s investments of up to $5 billion and Anthropic ' s commitment to purchase the $30 billion Azure cloud computing resources。
Similar pressures occur in other companies. In April of this year, according to CTO Praveen Neppalli, the company spent only four months on the budget of the 2026 AI programming tool; Bryan Catanzaro, Vice President of In-depth Applied Learning, Inc., also stated that the calculation costs of his team were much higher than the costs of staff salaries。
Goldman Sachs predicts that global token consumption may increase 24-fold by 2030 with the widespread adoption of AI Agent, and Gartner predicts that the cost of 1 trillion of large parametric model reasoning could decline by almost 901 TP3T in 2030 compared to 2025, but that the Agent task will consume more token, and the total bill may not fall simultaneously。