A start-up recently valued at $200mn is drawing multibillion-dollar valuation offers with promises of a new generation of tools that are more efficient than products from OpenAI and Anthropic. Founded by former OpenAI researcher Diogo Almeida, TypeSafe AI released its model “Jev” only last week, pitching it as a cheaper alternative to traditional large language models like ChatGPT and Claude for certain tasks. Jev, aimed almost exclusively at software developers, has drawn intense interest and gone viral on social media since it emerged from so-called stealth mode.
Its launch video on X generated 40mn views in less than a week. The company has been approached by potential investors with funding offers that would value it at $10bn or more, according to people familiar with the matter. The enthusiasm reflects a growing concern across companies about the cost of deploying AI.
TypeSafe is betting that many routine tasks now handed to expensive general-purpose models can instead be performed by cheaper, more specialised systems. If the idea gains traction, it could put pressure on the business models of frontier AI companies such as OpenAI and Anthropic. Almeida told the FT he came up with the idea for Jev while working at OpenAI four years ago, wondering if chatbots were the best tool for all the tasks AI could be asked to perform.
TypeSafe’s pitch is that LLMs, designed for interacting with human beings, are ill-suited for the sort of programmatic, repetitive and high-volume tasks many global businesses are trying to automate using AI. Jev does not produce sentences, explanations or images, but instead promises fast, cheap decisions within software applications© TypeSafe “ChatGPT is way smarter than me. Yet, for some reason, work in areas where there is an incredible financial incentive to automate is not being automated right now.
Because currently AI sucks at it,” Almeida said. The “classifying” tasks it can be used for include, for example, deciding whether to approve, block or review a request, routing a support ticket or underwriting insurance or credit risk. The model is designed for developers to build into the back end of their software, and does not have a consumer-facing interface.
One developer plugged it into a joke website, “AskJev”, a tribute to the defunct search engine Ask Jeeves, which went viral on social media. James Hardiman, general partner at DCVC, the Silicon Valley venture firm that led TypeSafe’s most recent funding round, said the start-up was already profitable given the drastically lower computing costs for its product, which makes its model “orders of magnitude” cheaper to use than leading LLMs. He noted the company’s popular AI tool for fundamentally mundane tasks hit the market at a time of spiralling concern about the dangers of the most advanced models.
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