
To help customers make more efficient use of their AI computing resources, NVIDIA today announced it has entered into a definitive agreement to acquire Run:ai, a Kubernetes-based workload management and orchestration software provider.
Customer AI deployments are becoming increasingly complex, with workloads distributed across cloud, edge and on-premises data center infrastructure.
Managing and orchestrating generative AI, recommender systems, search engines and other workloads requires sophisticated scheduling to optimize performance at the system level and on the underlying infrastructure.
Run:ai enables enterprise customers to manage and optimize their compute infrastructure, whether on premises, in the cloud or in hybrid environments.
The company has built an open platform on Kubernetes, the orchestration layer for modern AI and cloud infrastructure. It supports all popular Kubernetes variants and integrates with third-party AI tools and frameworks.
Run:ai customers include some of the world's largest enterprises across multiple industries, which use the Run:ai platform to manage data-center-scale GPU clusters.
Run:ai has been a close collaborator with NVIDIA since 2020 and we share a passion for helping our customers make the most of their infrastructure, said Omri Geller, Run:ai cofounder and CEO. We're thrilled to join NVIDIA and look forward to continuing our journey together.
The Run:ai platform provides AI developers and their teams:
A centralized interface to manage shared compute infrastructure, enabling easier and faster access for complex AI workloads.
Functionality to add users, curate them under teams, provide access to cluster resources, control over quotas, priorities and pools, and monitor and report on resource use.
The ability to pool GPUs and share computing power - from fractions of GPUs to multiple GPUs or multiple nodes of GPUs running on different clusters - for separate tasks.
Efficient GPU cluster resource utilization, enabling customers to gain more from their compute investments.
NVIDIA will continue to offer Run:ai's products under the same business model for the immediate future. And NVIDIA will continue to invest in the Run:ai product roadmap, including enabling on NVIDIA DGX Cloud, an AI platform co-engineered with leading clouds for enterprise developers, offering an integrated, full-stack service optimized for generative AI.
NVIDIA HGX, DGX and DGX Cloud customers will gain access to Run:ai's capabilities for their AI workloads, particularly for large language model deployments. Run:ai's solutions are already integrated with NVIDIA DGX, NVIDIA DGX SuperPOD, NVIDIA Base Command, NGC containers, and NVIDIA AI Enterprise software, among other products.
NVIDIA's accelerated computing platform and Run:ai's platform will continue to support a broad ecosystem of third-party solutions, giving customers choice and flexibility.
Together with Run:ai, NVIDIA will enable customers to have a single fabric that accesses GPU solutions anywhere. Customers can expect to benefit from better GPU utilization, improved management of GPU infrastructure and greater flexibility from the open architecture.
More from Nvidia
21/05/2026
The future of AI is landing in Taipei. At NVIDIA GTC Taipei at COMPUTEX, the world's developers, researchers and industry leaders are converging to dive int...
21/05/2026
The mission begins now.
GeForce NOW is dialing up the action with a blockbuster...
19/05/2026
At this year's Google I/O conference, NVIDIA and Google Cloud are accelerating the work of more than 100,000 developers in the companies' joint develope...
18/05/2026
Agentic AI inference at one-tenth the cost per token with NVIDIA Vera Rubin NVL7...
14/05/2026
Editor's note: The Gaijin single sign-on feature is now up and running.
Dive masks on - Subnautica 2 is making a splash on GeForce NOW day-and-date with la...
13/05/2026
Agentic AI is changing the way users get work done. Following the success of OpenClaw, the community is embracing new open source agentic frameworks. The latest...
13/05/2026
Reinforcement-learning agents - AI systems that learn by trial and error - can c...
12/05/2026
From finance and procurement to supply chain and manufacturing, specialized AI agents are moving into the enterprise systems where business decisions are made, ...
07/05/2026
AI will help build the energy it needs.
That's the case U.S. Energy Secreta...
07/05/2026
Less typing, more tanking.
Faster logins mean more time in the gaming action - and this week provides GeForce NOW members with a smoother path straight into th...
06/05/2026
The race to build the world's most powerful AI factories demands networking ...
05/05/2026
Enterprise AI has learned to generate. It has learned to reason. Now companies are asking the next question: How should AI act?
Early agent systems have shown ...
30/04/2026
Editor's note: This post is part of the Nemotron Labs blog series, which explores how the latest open models, datasets and training techniques help business...
30/04/2026
[Editor's note] The blog has been updated to note that GeForce RTX 5080-powe...
28/04/2026
Editor's note: This post is part of Into the Omniverse, a series focused on how developers, 3D practitioners, and enterprises can transform their workflows ...
28/04/2026
AI agent systems today juggle separate models for vision, speech and language - ...
23/04/2026
AI agents have revolutionized developer workflows, and their next frontier is kn...
23/04/2026
GeForce NOW is doubling down on what matters most: gamers. This week's upgra...
22/04/2026
NVIDIA and Google Cloud have collaborated for more than a decade, co engineering a full stack AI platform that spans every technology layer - from performance o...
20/04/2026
Manufacturing is at an inflection point. Across every major industrial economy, ...
20/04/2026
AI agents are transforming how work gets done across all industries, acceleratin...
16/04/2026
Head straight for orbit with GeForce NOW - no space helmet required.
PRAGMATA,...
15/04/2026
Traditional data centers only stored, retrieved and processed data. In the generative and agentic AI era, these facilities have evolved into AI token factories....
15/04/2026
The NAB Show 2026 trade show, running April 18-22 in Las Vegas, is set to showcase a wave of new features and optimizations for top video editing applications. ...
09/04/2026
A timeless story of grit, faith and rebellion takes center stage as Samson: A Ty...
02/04/2026
Open models are driving a new wave of on-device AI, extending innovation beyond the cloud to everyday devices. As these models advance, their value increasingly...
02/04/2026
No joke - GFN Thursday is skipping the tricks and heading straight into the games. April kicks off with ten new titles, bringing fresh adventures to GeForce NOW...
31/03/2026
CERAWeek - dubbed the Davos of energy - is where policymakers, producers, techno...
26/03/2026
Editor's note: This post is part of Into the Omniverse, a series focused on ...
26/03/2026
That gaming backlog won't clear itself - GeForce NOW is here to help. Stream the latest titles straight from the cloud across a variety of devices.
This we...
25/03/2026
AI is the defining technology of our time, quickly becoming core business infrastructure. It's fueled by a diverse ecosystem of models: large and small, ope...
25/03/2026
At the half-time whistle of the UEFA EURO 2020 round of 16 football match betwee...
24/03/2026
Artificial intelligence has rapidly emerged as one of the most critical workload...
23/03/2026
Autonomous agents mark a new inflection point in AI. Systems are no longer limited to generating responses or reasoning through tasks. They can take action: Age...
19/03/2026
It's a double feature on GFN Thursday. This week, GeForce NOW offers smoother sights in virtual reality (VR) and a sprawling new land to conquer.
Streaming...
17/03/2026
As AI native applications scale to more users, agents and devices, the telecommu...
17/03/2026
The features on social media apps like Snapchat evolve nearly as fast as what...
17/03/2026
The paradigm of consumer computing has revolved around the concept of a personal...
12/03/2026
Editor's note: This post is part of Into the Omniverse, a series focused on ...
12/03/2026
GeForce NOW is bringing the game to the Game Developers Conference (GDC), running this week in San Francisco. While developers build the future of gaming, GeFor...
11/03/2026
Launched today, NVIDIA Nemotron 3 Super is a 120 billion parameter open model with 12 billion active parameters designed to run complex agentic AI systems at sc...
10/03/2026
Game developers and artists are building cinematic worlds and iconic characters ...
10/03/2026
Game development teams are working across larger worlds, more complex pipelines and more distributed teams than ever. At the same time, many studios still rely ...
10/03/2026
The Cat 306 CR mini-excavator weighs just under eight tons and fits inside a standard shipping container. It's the machine a contractor rents when the job s...
10/03/2026
NVIDIA and Thinking Machines Lab announced today a multiyear strategic partnersh...
09/03/2026
AI is everywhere and accelerating everything - becoming essential infrastructure...
09/03/2026
ABB Robotics and NVIDIA today announced a breakthrough partnership that brings i...
05/03/2026
March is in full bloom, and that means a fresh wave of games heading to the cloud. 15 new titles are joining the GeForce NOW library this month.
Leading the Ma...
28/02/2026
AI-RAN is moving from lab to field, showing that a software-defined approach is ...
28/02/2026
Autonomous networks - intelligent, self-managing telecommunications operations -...