SAP has suspended most travel and hiring because the cost of artificial intelligence has become too high. The company announced this in an internal email sent to all staff on July 1. Exceptions are only made for trips or roles directly related to AI development.
Bloomberg reported the freeze in July. A current SAP employee confirmed the bans remain in effect. The worker said the company recently held a global meeting to discuss the issue again. They added that SAP is rolling out a new AI tool to the entire workforce, a move that likely drives up expenses significantly. The source spoke to 404 Media on condition of anonymity to avoid retaliation.
The reality of the bill
The email illustrates how large and small firms are facing the actual price of AI. Instead of acting as a cheap alternative, the technology is spiralling out of control in several cases. Companies are now restricting employee access and looking for other ways to manage the budget.
“As AI reshapes the future of our industry, we are making significant investments in the products and AI capabilities we build,” the leadership message reads. “We are also investing in how we consume AI across SAP, with token usage and related costs increasing as more AI-driven scenarios go live.”
The message continues: “Taken together, this makes it even more important that we focus our spending on what matters most to future proof SAP.”
SAP says it must “be disciplined in how we spend.” This means hiring is now restricted to specific profiles. The company is mainly looking for core AI roles that are critical for long-term success.
Travel restrictions are also in place. “Going forward, we will put a pause to our internal travel,” the email states. Customer-facing trips and travel directly related to the “All in on AI” programme will continue. Travel for delivering mission-critical AI training to employees is also allowed.
The email concludes by stating these measures are not about doing less work. They are about making deliberate choices. The company plans to invest where it matters most—in people, customers, and the technologies defining the next era of enterprise software. It also aims to be careful and responsible in areas where money can be saved. By balancing investment and savings, SAP says it ensures the business remains strong and competitive for the long term.
SAP did not respond to a request for comment.
404 Media has been tracking how various industries are responding to rising AI costs. Citi, for example, shut off access to certain AI models. Atlassian ended unlimited use of AI tools and introduced a dashboard for employees to track usage. Adobe decided not to renew unlimited access to Claude. Microsoft introduced budget limits for AI and stated that “tokenmaxxing is not what we are optimizing for.”
In leaked audio, an Accenture employee said they were seeing “soaring token spend.” The firm was trying to figure out how to stop non-technical workers from blowing through their AI budgets by using the tool for trivial tasks like converting PDFs to presentation slides.
In some cases, companies have forced Claude and Codex to talk like a caveman. This limits the tools’ verbose responses and lowers costs.
What it means
This situation shows that the initial promise of AI saving money is no longer holding true for many large organisations. The operational costs of running these models have become a primary budget item. Companies are moving from a phase of unrestricted experimentation to strict financial control. This shift forces a re-evaluation of how essential the technology is for daily operations versus specific strategic goals.
