An employee of a fintech unicorn spent $81,000 on AI tokens to create a meme shooter in one day.
A story that could have become an anecdote in the corridors of Silicon Valley turned into a serious case for AI corporate governance. Nicolas Briante, head of strategic verticals at fintech startup Slash, valued at $1.4 billion, took the company's call to more actively use AI for writing code more than literally. In one week, he spent over $81,000 on AI model tokens, creating the meme game Brainrot Shooter with characters like Skibidi Toilet and Tung Tung Tung Sahur.
An Accident Worth $81,267
Briante himself called what happened a "real accident." According to him, he underestimated how quickly AI token consumption accumulates during active development, when you repeatedly upload the context of the entire codebase. Each request to the model consumes tokens, and over one day of work, the amount grew to tens of thousands of dollars. The final bill for the week reached $81,267 — and that was just for generating content for a browser-based toy.
From Incident to Strategic Project
The company's reaction was unexpected. Instead of a reprimand, Slash responded humorously on social media, suggesting employees "play the game so it could be written off as marketing expenses." And indeed: in the first 48 hours, 6,912 people played Brainrot Shooter, total playtime amounted to 8,986 hours, and the average session lasted 1.3 hours. The peak number of concurrent gamers reached 437. The company received three incoming requests for ad placements, and the finance department reclassified the project from an "expense incident" to a "strategic initiative."
This is not an isolated case. Earlier this year, Uber exhausted its annual AI budget in just four months, after which it introduced strict limits. And one unnamed company received a $500 million bill for a month of using Anthropic's Claude — simply because management did not set restrictions for employees.
My analysis: This case is a vivid illustration of what we call "AI cost inflation" in the corporate environment. When access to powerful models is open without control, employee creativity can cost more than strategic R&D projects. Slash was lucky that the experiment turned into viral marketing, but most companies should seriously consider implementing AI expense monitoring systems before one developer's hobby results in a quarterly loss.