Etched, an AI chip startup positioning itself as a potential rival to Nvidia, is emerging from stealth with a reported $800 million funding round. Multiple outlets say the financing includes backing from Jane Street, as well as Venture Tech Alliance, a venture firm linked to Taiwan Semiconductor Manufacturing Company (TSMC). The company’s focus is on chips designed for inference—running already-trained AI models—rather than for training.

Bloomberg and The Next Web also report that Etched has secured significant commercial commitments. In one account, the company says it has $1 billion in contracts, reflecting early demand for its targeted inference hardware.

The sources describe Etched’s strategy amid an industry shift toward running AI workloads at scale, alongside the broader market transition from training to inference. Etched’s CEO, Gavin Uberti, is also noted in Bloomberg’s coverage, where he discusses the company’s plans. The reports collectively frame Etched as a well-funded effort to compete in the AI compute market, with investors that include both a major trading firm and a TSMC-linked venture backer.