Nvidia Bolsters AI Software Stack with Major Acquisition of Israeli Startup Run-ai

The semiconductor giant expands its reach into GPU orchestration and virtualization through a deal estimated at nearly 800 million dollars.

By: AXL Media

Published: Feb 14, 2026, 1:27 PM EST

Source: Calcalistech

Nvidia has reached a definitive agreement to acquire Run:ai, an Israeli startup specializing in artificial intelligence infrastructure orchestration. The deal, which industry insiders estimate to be valued between 700 million and 800 million dollars, represents one of the chipmaker's most significant investments in the Israeli ecosystem since its multi-billion dollar purchase of Mellanox. By bringing Run:ai into its fold, Nvidia aims to address the growing complexity of managing massive computing workloads as enterprises shift toward generative AI applications.

Founded in 2018 by Omri Geller and Dr. Ronen Dar, Run:ai has developed a sophisticated software layer that sits on top of hardware to optimize GPU utilization. Their platform utilizes Kubernetes-based technology to virtualize chip resources, allowing multiple AI models to share the same hardware efficiently. This capability is increasingly vital as the global demand for high-performance chips continues to outpace supply, forcing companies to find ways to extract more power from their existing infrastructure.

The acquisition is a strategic move for Nvidia to transition from being a hardware provider to a full-stack AI platform. While Nvidia's H100 and Blackwell chips dominate the market, the software required to manage these clusters has become a critical bottleneck for developers. Run:ai's orchestration tools will likely be integrated into Nvidia's DGX Cloud and other enterprise services, providing customers with a unified environment to scale their AI training and inference operations.

Prior to the acquisition, Run:ai had raised approximately 118 million dollars from prominent venture capital firms including Insight Partners, Tiger Global Management, and TLV Partners. The startup's rapid growth was fueled by the sudden explosion in large language model development, which pushed traditional data center management to its limits. The founders, who met during their engineering studies at Tel Aviv University, are expected to lead the integration of their team into Nvidia's expanding research and development centers in Tel Aviv and Yokneam.

Industry analysts suggest that this deal underscores the intensifying battle for AI software supremacy. As competitors like AMD and Intel attempt to chip away at Nvidia's market share, the ability to offer superior management software creates a powerful 'moat' for t...