Unconventional AI agrees to buy inference chip startup NeuReality

Unconventional AI signed a definitive agreement to acquire NeuReality, an inference infrastructure and silicon company based in Caesarea, Israel. The companies did not disclose the price, and the deal is structured as cash and stock. Globes put the value between $150 million and $200 million, a market estimate that neither company has confirmed.

NeuReality's team has spent about seven years designing AI systems, chips and inference software, and it brings roughly 40 engineers to the buyer. Unconventional, led by Naveen Rao, was valued at $4.5 billion after raising $475 million two months after its founding. NeuReality had last raised in a July 2023 round that valued it at $220 million, according to previously reported figures.

For builders, the deal shows that inference efficiency is attracting capital to chip and systems teams, not only to model companies. Founders in infrastructure should expect richly valued acquirers to pay partly in stock, which changes how a small team's proceeds are measured. Revenue for NeuReality is an estimate because no figure has been published.