Software Giant SAP Stops Most Travel and Hiring Because of AI’s Soaring Cost
404 Media Joseph Cox
SAP froze most travel and hiring last month because its internal AI costs are spiraling. Turns out the AI 'revolution' comes with a bill nobody budgeted for.
SAP, the German software giant with roughly 110,000 employees worldwide, quietly told staff in a July 1 email that most travel and hiring would stop. Not because business is bad. Because the company's AI bill is climbing faster than anyone planned for, and someone in finance apparently said enough.
The email, obtained by 404 Media and confirmed by a current employee to still be in force, doesn't hide the reason. It talks about "token usage and related costs increasing as more AI-driven scenarios go live," which is corporate-speak for: the meter is running and it's expensive. Exceptions exist only for AI-related hiring, AI development travel, and mandatory AI training sessions. Everything else — sales trips, internal meetings, ordinary recruiting — got put on ice.
What makes this notable is the timing. SAP is simultaneously rolling out a new AI tool company-wide, which the anonymous employee flagged as an obvious cost multiplier. So the company is spending more on AI while cutting spending elsewhere to pay for it. That's not the tidy productivity story executives like to tell about AI. It's a company reshuffling its books to afford the thing it insists is essential to its future.
SAP isn't alone here, and that's the real story. Citi cut off access to certain models. Atlassian killed unlimited AI usage and built a dashboard just to police it. Adobe walked away from unlimited Claude access. Microsoft capped AI budgets and told staff, in so many words, that racking up tokens isn't a goal. Accenture reportedly had employees using AI to convert PDFs into slides, quietly burning through budget on tasks nobody needed automated. Some companies even reconfigured chatbots to answer in short, caveman-like sentences just to cut token costs.
SAP's email insists none of this is about "doing less," just being "deliberate." Maybe. But when a company this size freezes hiring and travel over software costs, deliberate starts looking a lot like damage control.
My take
Anyone still selling AI as a straightforward cost-cutter should look at SAP's ledger. Enterprises are discovering that generative AI has real, recurring, unpredictable operating costs — more like a cloud computing bill than a one-time software purchase — and companies are only now building the plumbing to control it. The caveman-chatbot trick alone tells you this industry is still improvising.
Read more about this at: 404 Media
