NVIDIA DGX: Your complete AI supercomputing solution
The fastest path from an AI vision to real value creation is through an infrastructure designed for maximum productivity. The NVIDIA DGX™ platform is the definitive answer: a turnkey, world-leading solution that accelerates the entire AI development cycle from idea to result.
Whether for local AI development, fine-tuning, and inference with DGX Spark or DGX Station, or for demanding AI training and scaled AI workloads with DGX B200 and DGX B300 in the data center – the DGX portfolio offers different systems for different performance and scaling requirements.
As your partner with more than 26 years of experience in designing and delivering high-performance systems, HAPPYWARE analyzes your requirements and guides you to the optimal DGX solution – from consulting and implementation to Europe-wide service.
Let us find the optimal DGX solution for your specific requirements together. Our specialists analyze your individual needs and design a customized concept for your AI infrastructure. Request a non-binding consultation now.
Here you'll find NVIDIA DGX Server
- Desktop AI Workstation, 20 ARM Cores
- 1x NVIDIA GB10 Superchip (20-core Grace CPU + Blackwell GPU)
- Integrated Blackwell GPU, 5th Gen Tensor Cores 1 PFLOP FP4 AI
- 128GB LPDDR5x Unified System Memory, 256-bit, 273GB/s BW
- 4TB NVMe M.2 with Self Encryption (SE)
- 1x ConnectX-7 Smart NIC - NCCL, RDMA, GPUDirect
- Preinstalled NVIDIA DGX OS, Full AI Stack, Ubuntu-Based
- Compact Edge AI System, 20-Core Arm Processor
- 1x NVIDIA Blackwell GB10 GPU with Integrated AI Acceleration
- 20-Core Arm CPU, 3.9GHz
- 128GB Unified System Memory, 273GB/s Bandwidth
- 4TB NVMe M.2 PCIe 5.0 SSD, Self-Encrypting (SE)
- 1x NVIDIA ConnectX-7 Smart NIC, 1x 10GbE LAN, Wi-Fi 7, BT 5.3
- NVIDIA DGX OS (Linux-Based AI Platform)
- Compact Edge AI System, 20-Core Arm Processor
- 1x NVIDIA Blackwell GB10 GPU with Integrated AI Acceleration
- 20-Core Arm CPU, 3.9GHz
- 128GB Unified System Memory, 273GB/s Bandwidth
- 1TB NVMe M.2 PCIe 4.0 SSD
- 1x NVIDIA ConnectX-7 Smart NIC, 1x 10GbE LAN, Wi-Fi 7, BT 5.3
- NVIDIA DGX OS (Linux-Based AI Platform)
- Compact Edge AI System, 20-Core Arm Processor
- 1x NVIDIA Blackwell GB10 GPU with Integrated AI Acceleration
- 20-Core Arm CPU, 3.9GHz
- 128GB Unified System Memory, 273GB/s Bandwidth
- 4TB NVMe M.2 PCIe 4.0 SSD
- 1x NVIDIA ConnectX-7 Smart NIC, 1x 10GbE LAN, Wi-Fi 7, BT 5.3
- NVIDIA DGX OS (Linux-Based AI Platform)
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What Is NVIDIA DGX Really? More Than the Sum of Its Parts
Decision-makers and IT experts are familiar with the enormous effort involved in traditional system integration: the laborious procurement of individual high-end components such as GPUs, CPUs, and network adapters, as well as the complex processes of assembly, validation, and software tuning.
NVIDIA DGX is the turnkey complete solution designed as an integrated system specifically for this challenge. The key advantage lies in rapid implementation and highly efficient operation, as all system components are optimally coordinated with one another. This allows the AI software provided by NVIDIA to be used directly, reducing the path from idea to productive model from months to hours.
NVIDIA DGX is a coherent, production-ready complete solution. It is a holistic system whose value is based on three perfectly coordinated pillars:
- Fully Integrated System Foundation: The system is based on high-performance NVIDIA GPUs, such as the NVIDIA Blackwell Ultra GPUs in the DGX B300, connected through ultra-fast interconnect technologies such as NVIDIA NVLink™. This architecture is specifically designed for the massively parallel computations of Deep Learning.
- Optimized AI Software: The real “game changer” is the software layer, particularly NVIDIA AI Enterprise. This suite provides a stable, secure, and supported environment with frameworks, pretrained models, and tools that radically accelerate AI development.
- Enterprise Support: With DGX, you gain access to NVIDIA Enterprise Support. Instead of having to coordinate between hardware, software, and driver vendors when problems arise, you have a single point of contact for the entire AI platform.
This integrated design solves the greatest challenge in AI development: complexity. You can focus entirely on your data science and model development instead of spending valuable resources on infrastructure.
The NVIDIA DGX Family: Scalable AI Performance for Every Requirement
The NVIDIA DGX platform is not a one-size-fits-all solution. It offers scalable systems that adapt to the scale of your ambitions and the needs of your teams – from individual developers to enterprise-wide AI data centers.
| System | Ideal for... | Key Features |
|---|---|---|
| NVIDIA DGX Spark | Teams and developers at the desktop; the perfect entry point into the world of AI supercomputers for generative AI. The next generation will be based on the Grace Blackwell Ultra architecture. | A plug-and-play office system with the NVIDIA GB10 Grace Blackwell Superchip and 128 GB Unified Memory. It is suitable for local AI development, fine-tuning, and inference and enables work with AI models of up to 200 billion parameters. |
| NVIDIA DGX Station | Data science teams that require a powerful yet easy-to-manage solution. | A liquid-cooled, quiet desktop AI supercomputer based on the NVIDIA GB300 Grace Blackwell Ultra Desktop Superchip for demanding local AI workloads. |
| NVIDIA DGX B300 | Businesses and research institutions; for training, fine-tuning, and inference of large, complex AI models and demanding AI workloads. | Based on eight NVIDIA Blackwell Ultra GPUs and designed for demanding AI training, reasoning, and inference workloads in the data center. |
| NVIDIA DGX SuperPOD™ | National research centers, cloud providers, and global enterprises operating AI at industrial scale and training the largest foundation models for generative AI. | A massively scalable architecture that connects multiple DGX systems into an integrated AI infrastructure. |
The Strategic Decision: NVIDIA DGX vs. Individually Configured GPU Systems
For technical decision-makers, the question is not whether to implement high-performance AI infrastructure, but how. There are two leading professional approaches: the fully integrated NVIDIA DGX platform or an individually configured NVIDIA HGX system based on server platforms from leading manufacturers such as Supermicro or GIGABYTE.
The answer depends on your company's strategic direction, flexibility requirements, and “time-to-solution.” As your partner capable of designing and delivering both architectures, we provide a transparent basis for decision-making.
| Criterion | NVIDIA DGX Platform | Individually Configured GPU Systems (e.g. Supermicro) |
|---|---|---|
| System Philosophy & Optimization | Holistically Optimized Platform: All components and software are designed and validated by NVIDIA as a closed, fully coordinated system. | Modular and Flexible Architecture: Targeted selection of server chassis (e.g. Supermicro, GIGABYTE) and components for specific performance, budget, or density requirements. |
| Time to Productivity | Rapid Deployment: Preinstalled and validated complete solution for fast commissioning. | Customized Deployment: Targeted configuration, professional assembly in our production facility, integration, and software setup according to your exact project requirements. |
| Software Stack & Management | Integrated & Supported: Software stack tailored to NVIDIA DGX with enterprise support. | Individual & Customizable: Full freedom in the selection and management of the operating system, container solutions (e.g. Kubernetes, Docker), and AI frameworks. |
| Support & Maintenance | Centralized Support: Enterprise support for the DGX platform. | Component-Based Support: Separate professional support from the respective manufacturer (e.g. for server chassis, GPUs, networking) and your IT team or us as the integrator. |
| Ideal for... | Businesses seeking the fastest path to AI productivity and relying on an integrated and optimized NVIDIA platform to minimize internal IT effort. | Businesses that require maximum flexibility in configuration, have specific hardware requirements, want to expand existing heterogeneous infrastructures modularly, or want to optimize the price-performance ratio for a specific workload. |
Choosing either path is an investment in a specific strategy. NVIDIA DGX is the choice for maximum speed and a turnkey approach. Individually configured systems offer ultimate flexibility and adaptability.
As a vendor-independent expert experienced in both solution approaches, HAPPYWARE provides objective advice on which architecture is right for your goals, budget, and existing infrastructure.
Use Cases: Where DGX Systems Accelerate Innovation
The transformative power of DGX systems becomes particularly evident in the most demanding industries:
- Generative AI & Large Language Models (LLMs): Training and fine-tuning foundation models, developing proprietary chatbots, or creating content tools can be significantly accelerated with appropriately sized GPU infrastructure.
- Research & Life Sciences: DGX systems accelerate compute-intensive workloads in drug discovery and genomics research (NVIDIA Deep Learning), medical image analysis, and protein folding.
- Automotive & Manufacturing: High-performance computing is essential for simulating autonomous driving scenarios, predictive maintenance, and AI-assisted quality control.
- Financial Services: DGX enables GPU-accelerated fraud detection, the development of complex risk models, and other compute-intensive AI and analytics workloads.
Who Is an NVIDIA DGX System the Right Choice For?
An NVIDIA DGX system is the strategic choice for organizations that want to establish AI as a central component of their value creation:
- For CIOs and IT Managers: who are looking for a stable, secure, and scalable AI infrastructure that integrates seamlessly and delivers a clear ROI through maximum enterprise productivity.
- For Data Science Teams: who want to maximize productivity and focus on model development rather than infrastructure management. Providing tools through NVIDIA AI Enterprise software significantly accelerates their work.
- For CEOs and Innovation Managers: who are seeking the fastest path to AI leadership in their industry and want to drive innovations that enable new business models and services.
- For Startups and Innovative SMEs: for whom “time-to-market” is a decisive success factor. A DGX system such as DGX Spark or DGX Station makes it possible to deploy a first-class AI development environment in a very short time and dramatically shorten the path to proof of concept and a market-ready product.
Your Partner for NVIDIA DGX: Expertise and Services from HAPPYWARE
The best technology only reaches its full potential with the right partner. Since 1999, HAPPYWARE has supported businesses throughout Europe in implementing complex IT projects. When it comes to NVIDIA DGX, we offer you more than just the sale of the system:
- Requirements Analysis & Consulting: Our certified experts analyze your workloads and objectives to configure the DGX system that best matches your requirements.
- Official Partnership & Integration: As an official NVIDIA Distribution Partner, we ensure smooth procurement and seamless integration of the DGX platform. We adapt the connection to your existing storage and network infrastructure to ensure a productive start.
- Flexible Financing: Whether purchasing, leasing, or renting – we find the right financing model for your budget.
- Europe-Wide On-Site Service: With our comprehensive service and warranty options (up to 6 years), we protect your investment over the long term.
Take the fastest path to results. Choose NVIDIA DGX and HAPPYWARE. Do you have further questions or would you like to discuss a specific project? Contact our DGX specialists today. We analyze your requirements and create a non-binding concept so that your AI vision becomes reality faster.
Frequently Asked Questions (FAQ) About NVIDIA DGX
- How much does an NVIDIA DGX system cost? The price of a DGX system depends on the project and model. It reflects the value of a complete hardware and software solution. For an individual and transparent quote tailored to your specific requirements, please contact our experts.
- What software is included with a DGX system? DGX systems are offered with an NVIDIA software stack tailored to the respective platform. The specific software and licensing scope depends on the respective DGX system and support model.
- What are the power and cooling requirements? Requirements vary depending on the model. A DGX Station or DGX Spark is designed for office use. Rack-based DGX systems such as DGX B300 are designed for operation in the data center and therefore place correspondingly high demands on power supply and cooling. We provide detailed advice during infrastructure planning.
- Does HAPPYWARE also offer installation and maintenance for DGX systems? Yes. Our service portfolio includes professional installation, integration into your existing IT environment, and comprehensive maintenance and support agreements, including Europe-wide on-site service, to ensure maximum availability.
- Can NVIDIA DGX be compared with cloud offerings? Yes, but the use cases differ. Cloud-based GPU and DGX offerings enable flexible provisioning of AI computing performance without your own local infrastructure. An on-premises DGX system, on the other hand, provides direct control over hardware, data, and infrastructure and can be particularly suitable for continuous use or when data sovereignty is required.