Israeli Chip Firm NeuReality Acquired by Unconventional in Major Exit

Unconventional has acquired Israeli chip company NeuReality, which specializes in developing chip infrastructure for AI inference processes. While the deal's value was not disclosed, it is estimated to be a stock and cash transaction significantly exceeding NeuReality's total raised capital of $105 million since its inception. Unlike recent acquisitions of Israeli chip firms like Hailo and Plaiops, which sold for less than their investment, NeuReality's investors are expected to see a positive return and receive shares in the acquiring company.

Unconventional plans to integrate NeuReality's technology and its chip, software, and systems development teams to accelerate the creation of its new computing infrastructure. NeuReality, founded in 2019 by former Intel, Marvell, Mellanox, and Habana Labs employees Moshe Tanach, Zvika Shmueli, and Yossi Kessous, has raised $105 million from investors including ARM, Samsung Ventures, and OurCrowd. The company employs approximately 50 people in Caesarea and Tel Aviv.

Moshe Tanach and the founding team will join Unconventional, which intends to maintain NeuReality's engineering operations in Israel. Unconventional is developing new computing infrastructure it claims will improve AI computing efficiency by 1,000 times compared to existing architectures. Naveen Rao, a serial entrepreneur in AI and co-founder of Nervana and MosaicML, leads Unconventional. Rao highlighted the difficulty of assembling teams capable of building complex silicon chips and systems, praising Tanach's team as one of the best.

NeuReality's acquisition is driven by the belief that AI application operational costs depend on the efficiency of the entire computing system, not just processor power. The company developed a combination of chips, software, and systems to address bottlenecks in data transfer, management, and processing, thereby improving the efficiency and energy consumption of AI inference. Tanach stated that the acquisition allows them to advance their vision on a larger scale, especially as the demand for computing power grows against energy and chip production limitations.

The deal has been approved by the boards of both companies and is expected to close in the fourth quarter of 2026, subject to customary closing conditions.