From Closed APIs to Open Models: Serve Your Own Tokens

NeuReality to demo NR-NEXUS at Ai4 Las Vegas: 15x more concurrent inference sessions and 3.3x more output tokens from the same GPU fleet

LAS VEGAS--(BUSINESS WIRE)--

NeuReality

Why it matters: Enterprises are moving to open models, and the infrastructure layer is where the savings are won or lost. Open-source models remove the per-token toll. Capturing that saving depends on infrastructure that can do what closed providers handle behind their API: routing, scaling, GPU orchestration, and the plumbing that keeps a model fast under real production loads.

What you'll see: NR-NEXUS closes that gap. At booth #1259, NeuReality will show enterprises how to run and optimize inference on open-source models, tuning each workload for cost or performance based on use case and custom requirements. A built-in planner projects token output and validates that a configuration will meet its Service Level Objective before deployment, so teams size their infrastructure correctly the first time and stop discovering problems in production.

Live demonstrations will cover how organizations can:

• Increase AI infrastructure utilization and token output while reducing infrastructure costs
• Simplify inference orchestration across existing and heterogeneous AI environments
• Build scalable, production-ready AI token factories for enterprise and cloud deployments

"Most enterprises already own the GPUs they need to run open models in production, and they are getting a fraction of the output those GPUs can deliver," said Moshe Tanach, CEO of NeuReality. "NR-NEXUS closes that gap at the system level. We are demonstrating it live at Ai4: 15x more concurrent inference sessions and 3.3x more output tokens from the same fleet. When you own the model and the infrastructure under it, you own your token factory."

To schedule a meeting with NeuReality during Ai4 2026, contact [email protected].

For more information about NeuReality, visit www.neureality.ai. Learn more about Ai4 2026 at www.ai4.io.

About NeuReality

Founded in 2019, NeuReality is a pioneer in purpose-built inference infrastructure for AI factories. Based on an open, standards-based approach, NR-NEXUS® and NR2 AI-SuperNIC®, built on the foundation of NR1 AI-CPU® and NR1 Inference Appliance, are designed to operate across heterogeneous AI environments and support an agentic future with multi-purpose token-serving infrastructure. NeuReality has offices in Israel, Poland, and the United States. To learn more, visit www.neureality.ai.

View source version on businesswire.com: https://www.businesswire.com/news/home/20260803709999/en/

Media Contact:
Joe Livarchik, Voxus PR, [email protected]

Source: NeuReality

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