Corporate AI Spending Spirals as Companies Mismanage Agentic AI Costs

Many organizations budget only fixed AI subscription fees while overlooking the variable consumption costs of agentic AI, where each token, API call, or action adds expense. Gartner predicts that more than 40 % of agentic AI projects will be cancelled by 2027 due to cost overruns. Experts stress the need for governance and observability to keep spending in check.

At fintech firm Slash, an employee used $80,000 in AI tokens to build a meme‑based shooter called “brainrot shooter.” The company’s X post read, “We encouraged the company last week to start vibe coding more but @nickbruhman burned $80k in credits on the Slash card for a brain rot shooter.” A similar pattern emerged at Accenture, where staff wasted AI allowances on low‑value tasks such as converting PDFs to PowerPoint. The head of AI strategy said, “We’re seeing … it’s a lot of the non‑engineers that are doing some of those behaviors.” These examples illustrate how unchecked AI usage can inflate budgets and pressure firms to tighten policies.