Typesafe AI raised $870 million at a $7.5 billion valuation, three weeks after launching Jev, a model the company says is built for automation rather than text generation, according to the company's blog and TechCrunch.
Andreessen Horowitz led the round, with Sequoia Capital and existing investor DCVC also participating, and Martin Casado is joining the board, Typesafe said. Jev launched Sept. 15 and reached more than $100 million in annualized revenue within its first week, according to Latent Space's AI News newsletter, which cited Sequoia.
Jev is transformer-based but does not generate text. It instead produces probabilities and calibrated decisions, which Typesafe says makes it faster and cheaper to run than large language models for automation tasks. "We have been super good at human language for four years, but it's not useful for automation because computers speak a different language," co-founder Diogo Almeida, a former OpenAI researcher, told TechCrunch.
Typesafe says close to a third of Fortune 500 companies already use Jev and that customers have saved millions of dollars in production, according to the company's blog.
A model built to skip language entirely and output machine-native decisions is a bet that a chunk of enterprise automation does not need an LLM at all, just a cheaper, faster classifier with better funding behind it.