NVIDIA AI Enterprise

NVIDIA AI Enterprise is an enterprise software platform for developing, deploying and operating production AI applications on supported NVIDIA GPU-accelerated infrastructure.

It provides validated AI frameworks, libraries, SDKs and microservices for workloads including generative AI, machine learning, inference, computer vision and data science. Enterprise support, security updates and lifecycle management help organisations operate business-critical AI software with greater consistency and control.

NVIDIA AI Enterprise is software, providing the enterprise AI software layer used with compatible NVIDIA GPU-accelerated compute, storage and networking infrastructure.

It can run across supported on-premises infrastructure, private cloud and public cloud environments. Organisations therefore combine the software platform with appropriate GPU capacity and supporting infrastructure when building a complete production AI environment.

NVIDIA AI Enterprise provides NVIDIA-validated software, enterprise support, security updates and managed releases for production AI environments rather than relying solely on community-maintained software.

With community and open-source frameworks, organisations are generally responsible for validating integrations, resolving dependencies and maintaining compatibility themselves. NVIDIA AI Enterprise reduces this engineering and operational burden by providing tested software releases and lifecycle support for supported production environments.

NVIDIA AI Enterprise includes supported software for generative AI, inference, model development, data science and GPU acceleration across enterprise AI environments.

The portfolio includes technologies such as NVIDIA NIM™ microservices, NVIDIA NeMo™ and other supported frameworks, libraries and tools. The software portfolio continues to evolve as NVIDIA introduces additional enterprise AI capabilities through the supported platform.

NVIDIA NIM™ microservices are prebuilt, optimised inference services that provide standard APIs for integrating supported AI models into production applications.

They reduce the need for development teams to build the complete inference stack independently. NIM can therefore accelerate deployment of generative AI and other inference workloads while applying NVIDIA optimisation for supported GPU-accelerated infrastructure.

NVIDIA AI Enterprise supports generative AI, large language models, RAG, machine learning, deep learning, inference, computer vision and accelerated data science workloads.

This broad workload coverage allows organisations to support multiple enterprise AI initiatives through a common software platform rather than creating a separate software environment for every use case. It can therefore provide greater consistency as AI programmes expand into production.

NVIDIA AI Enterprise can run across supported on-premises infrastructure, private cloud, public cloud and hybrid AI environments using compatible accelerated computing platforms.

Organisations can place workloads according to performance, scalability, security, data sovereignty and commercial requirements. Using a consistent enterprise software platform across supported environments can also make it easier to develop AI applications in one location and deploy them where they are most appropriate.

NVIDIA AI Enterprise is designed for NVIDIA GPU-accelerated computing, with supported NVIDIA infrastructure central to achieving its intended optimisation and performance benefits.

Exact requirements vary according to the software, workload and deployment environment. Organisations should therefore assess GPU capacity alongside compute, networking, storage and software requirements when designing infrastructure for a production NVIDIA AI Enterprise deployment.

NVIDIA AI Enterprise subscriptions provide enterprise software support together with validated releases, security updates, bug fixes and ongoing software lifecycle maintenance.

Organisations can access NVIDIA expertise when troubleshooting supported software and maintain production environments using tested releases and security updates. This is particularly relevant for business-critical AI applications where relying solely on community documentation and support could increase operational risk.

NVIDIA AI Enterprise is suited to organisations moving AI workloads into production and requiring validated software, enterprise support and scalable NVIDIA GPU acceleration.

It is particularly relevant for generative AI, machine learning, inference and computer vision environments involving business-critical workloads or multiple development teams. Standardising on an enterprise-supported software platform can also reduce the complexity of maintaining production AI software independently.