As enterprises accelerate the adoption of AI to drive intelligence at scale, the need for AI factories—purpose-built infrastructure that transforms raw data into actionable insights—is rapidly growing. Unlike traditional data centers, AI factories do more than store and process enterprise data. They orchestrate the entire AI lifecycle, enabling faster time to value and immediate competitive advantage. However, organizations face significant challenges like: 

• Insufficient performance of their existing infrastructure, delaying AI deployment and scaling
• Lack of AI expertise to keep up with a fast-moving, evolving AI ecosystem
• Added regulations, security, or low-latency needs driving on-premises deployment

AI Factories for the Era of AI Reasoning 

NVIDIA AI Factory is a full-stack solution that empowers organizations to generate intelligence at a game-changing scale. Purpose-built with NVIDIA accelerated computing, networking, and optimized AI software, NVIDIA AI Factory simplifies the entire AI life cycle into one seamless pipeline. Its token-centric approach prioritizes the creation of actionable insights, shifting focus from raw compute to real-world outcomes. As an industrial-scale intelligence producer, NVIDIA AI Factory supports generative and reasoning AI, enabling enterprises to keep pace with the dynamic demands of AI and future-proof their investments. 

Successfully Deploy AI Factories On-Premises 

Organizations can deploy AI factories of all sizes to meet their business needs. The modular design of NVIDIA AI Factory allows organizations to easily scale as their AI use cases grow. NVIDIA AI Factory delivers the following features: 

• Purpose-Built Design for Agentic AI, Physical AI, and High-Performance Computing (HPC) Workloads: NVIDIA AI Factory unifies all stages of the AI lifecycle—data ingestion, pretraining, fine-tuning, and long-thinking inference—into a seamless, orchestrated pipeline. This vertical integration lets businesses reduce complexity, accelerate time to value, and turn AI into an immediate competitive advantage
• Full-Stack Integration for Maximum Efficiency: Only NVIDIA delivers the entire AI stack—from hardware to inference orchestration. NVIDIA AI Factory includes NVIDIA accelerated computing, networking and software technologies like NVIDIA AI Enterprise and NVIDIA Omniverse™, giving organizations a full-stack approach that eliminates integration gaps and ensures scalability, predictability, and cost- efficiency.
• Enterprise Reliability: Built to run on NVIDIA accelerated computing and validated with tools and applications from leading AI partners, NVIDIA AI Factory ensures the highest performance, reliability, and security.
• Ecosystem-Driven Innovation: Organizations benefit from the entire NVIDIA AI partner ecosystem—including software, hardware, and services partners—to keep pace with the dynamic demands of AI and future-proof AI investments.

Partner Ecosystem Validation and WWT

Using its practical approach to driving AI outcomes,  AI Studio, Factory, Foundry, WWT operationalizes the validated AI factories that NVIDIA and our ecosystem partners offer worldwide using integrated, full-stack solutions based on NVIDIA accelerated computing and reference architectures.  

• Cisco Secure AI Factory with NVIDIA
• Dell AI Factory with NVIDIA
• NVIDIA AI Computing by HPE  
• HPE Private Cloud AI
• Red Hat AI Factory with NVIDIA