Unconventional AI acquires Israeli chip startup NeuReality

Serdar HocamAuthor & Editor

US-based hardware startup Unconventional AI, valued at $4.5 billion, has announced the acquisition of Israeli chip company NeuReality in a cash and stock transaction aimed at accelerating its product development processes.

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Unconventional AI buys Israeli chip startup NeuReality to speed product development

Led by Naveen Rao, Unconventional AI announced on Monday, October 26, 2026, that it has integrated Israel-based chip startup NeuReality into its structure. While the acquisition price was not disclosed, it was stated that the deal was executed through a combination of cash and stock.

Unconventional AI aims to develop artificial intelligence chips that offer 1,000 times greater energy efficiency compared to existing technologies. The company utilizes a 'dynamic systems' approach to achieve this goal. Having made faster-than-expected progress in its research and development processes, the company aims to strengthen its production capacity with this acquisition.

Under the agreement, approximately 40 employees from NeuReality will join Unconventional AI. The company plans to maintain its operational presence in Israel. Founded in 2019 by Moshe Tanach, Tzvika Shmueli, and Yossi Kasus, NeuReality was known for its work in the field of chip design.

Sources