Enterprise AI Company’s Entire Moat Revealed to Be a System Prompt That Says “Please Be Really Good”
SAN FRANCISCO, CA — Following a leak, investors learned the $400M-valued company’s proprietary technology was 14 words long.
By Crash Windward
SAN FRANCISCO, CA — Enterprise AI darling Cognautic, valued at $400 million in its most recent round, suffered an awkward week after a GitHub leak revealed that the company’s much-touted “proprietary reasoning layer” consisted entirely of a system prompt instructing a third-party model to “please be really good and don’t make mistakes.”
“This is taken completely out of context,” said founder and CEO Marisol Vance, 29, in a statement that did not provide additional context. “That prompt represents years of prompt-engineering expertise. You can’t just write ‘please be really good.’ You have to know where to put the ‘please.’”
The leaked configuration file, which the company had marketed to Fortune 500 clients as “a defensible AI infrastructure layer,” read in full: “You are a helpful assistant. Please be really good and don’t make mistakes. This is for enterprise.”
Investors, several of whom had cited Cognautic’s “deep technical moat” in their memos, expressed measured concern.
“We did extensive diligence,” said one investor who led the Series B. “We asked them if they had a moat, and they said yes, and they seemed really confident. In this market, that’s basically an audit.”
Vance defended the company’s valuation, noting that the prompt also included a second sentence — “This is for enterprise” — which she described as “the secret sauce.”
“Enterprise customers don’t want consumer AI,” she explained. “They want AI that knows it’s for enterprise. That line alone is worth nine figures. Arguably ten.”
Internal documents suggest the company spends roughly $2.3 million per month on API calls to the underlying model it does not own, while charging customers $90,000 per seat for access to the 14-word instruction sitting on top of it.
“We’re an AI-native company,” Vance said. “The model is AI. We are native to it. We live here now.”
At press time, Cognautic had announced a $200 million Series C to fund development of an even longer prompt, with sources indicating the new version may include the phrase “think step by step” and, pending board approval, the word “actually.”