Tag: GPUs

Dell AI Factory with NVIDIA Delivers Proven Path to Enterprise AI ROI

Dell Technologies marks the two-year anniversary of the Dell AI Factory with NVIDIA by announcing advancements across its AI data platform, end-to-end AI infrastructure, and AI solutions and services portfolio that help enterprises move AI from pilot to production at scale. With over 4,000 customers deploying the Dell AI Factory, and early adopters seeing up to 2.6x ROI within the first year, Dell proves that an end-to-end approach delivers measurable business results.

Why This Matters

The enterprise AI landscape is undergoing a fundamental shift. As AI code assistants and agentic workflows drastically lower the cost and time to build custom applications, CIOs are increasingly choosing to develop AI capabilities in-house, on-premises—driving the need for owned infrastructure.

Yet unclear ROI remains the top obstacle preventing AI deployments at scale. Two years of the Dell AI Factory with NVIDIA has revealed three critical requirements for achieving measurable returns: data platforms that make enterprise information AI-ready, infrastructure that seamlessly scales the latest innovations efficiently from pilot to production, and solutions and services that compress time to value by simplifying deployments and accelerating ROI. Dell is the premier provider delivering all three with NVIDIA technology at the core, creating a proven path from AI investment to business outcome.

Three Capabilities That Define Enterprise AI Leadership

As the top AI infrastructure provider, Dell’s AI infrastructure portfolio—the industry’s broadest—delivers integrated capabilities across data, infrastructure, solutions and services.

Data platforms that turn institutional knowledge into AI fuel

AI is rapidly shifting from assistive tools to autonomous, agentic systems, but its effectiveness is constrained by the data it can access, trust and act upon. The Dell AI Data Platform with NVIDIA addresses this challenge with a unified platform for AI that combines Dell’s high-performance storage, modular data engines, and NVIDIA accelerated computing, networking, software and CUDA-X libraries. As the data foundation of the Dell AI Factory with NVIDIA, it handles workloads from retrieval-augmented generation (RAG) and multimodal search to agentic workflows and large-scale data processing. Advancements announced today make it faster and easier for companies to turn data into real AI results.

Infrastructure that enables AI workflows from desktop to data center

Dell’s next-generation infrastructure supports AI workflows at every stage, from rapid prototyping to production deployment at scale.

For desktop AI development and autonomous agents:

For production AI at scale:

  • PowerEdge XE9812 is Dell’s flagship liquid-cooled server leverages the NVIDIA Vera Rubin NVL72 platform for massive real-time training and inference.
  • PowerEdge XE9880L, XE9882L, and XE9885L are liquid-cooled servers featuring NVIDIA HGX™ Rubin NVL8 designed to accelerate validated AI performance within existing data center footprints and power constraints.

For enterprise workloads in the data center:

For high-performance networking and emerging technologies:

  • Dell PowerSwitch SN6000-series are NVIDIA Spectrum-6 Ethernet switches with 1.6Tbs, liquid cooling and co-packaged optics options for Vera Rubin-based Dell platforms.
  • PowerSwitch SN5610 and SN2201 now offer expanded network OS choices including Cumulus Linux and Enterprise SONiC Distribution by Dell Technologies.
  • NVIDIA Quantum-X800 InfiniBand Q3300-LD liquid-cooled switches deliver high-bandwidth networking for AI and cloud-native workloads.
  • Dell Integrated Rack Scalable Systems (IRSS) expands to include Dell PowerSwitch and NVIDIA liquid-cooled switching, providing unified, rack-level power and cooling management for AI infrastructure.

NVIDIA NVQLink and NVIDIA CUDA-Q support – Dell is the first OEM to integrate NVIDIA NVQLink with CUDA-Q across PowerEdge servers featuring NVIDIA AI infrastructure, allowing enterprises and research institutions to explore emerging quantum-classical computing use cases. These capabilities accelerate discoveries in advanced drug development and materials science simulations by combining the processing power of Quantum Processing Units with NVIDIA accelerated computing for quantum systems control and error correction on a trusted foundation of Dell PowerEdge servers.

Solutions and services that accelerate deployment and prove ROI

Updated Dell AI Solutions combine new modular architecture with Dell Automation Platform blueprints and NVIDIA AI Enterprise software to deliver enterprise outcomes while simplifying operations and reducing deployment complexity. New services bridge skill gaps and scale deployments from experimentation to production.

 

Accelerating enterprise AI workloads:

  • Knowledge assistant provides the foundation for designing, deploying and managing intelligent assistants, working with industry leaders like Aible, Cohere’s North and NVIDIA.
  • ClearML blueprint improves agentic AI environments for enterprises with secure, efficient GPU cluster management and workload scheduling.
  • Agentic AI platform, in collaboration with Cohere’s North, DataRobot and NVIDIA allows enterprises to securely deploy and manage AI agents with orchestration, governance and observability.
  • Dell Accelerator Services for Agentic AI provide packaged capabilities to support businesses at any stage, from experimentation and validation to enterprise-wide integration, closing skill gaps and reducing technical complexity.

 

Simplifying AI infrastructure deployment:

  • Dell AI Factory with NVIDIA modular architecture offers a clear, simplified path to enterprise AI by addressing deployment complexity, managing rapid technology change and supporting continuous adoption. Integrated automation gives organizations the flexibility to start at the right size and scale as needs evolve.

 

Michael Dell, chairman and chief executive officer, Dell Technologies: “Two years ago, enterprises were asking how to access AI technology. Today, they’re asking how to make their data AI-ready, how to operationalize AI at scale and how to prove ROI. The Dell AI Factory with NVIDIA answers all three questions. We’re brought in from the start as a trusted advisor, helping customers navigate their entire AI journey—from turning raw data into AI fuel, through deployment and to measurable business outcomes.”

Jensen Huang, founder and chief executive officer, NVIDIA: “AI infrastructure is being built everywhere — every company will be powered by it, every country will build it— and it demands integrated data platforms, scalable infrastructure and deployment expertise. Dell Technologies delivers all three, with NVIDIA at the core. The Dell AI Factory with NVIDIA is a proven infrastructure blueprint for every phase of AI powering the next industrial era.”

Availability

  • Dell Pro Precision 5 and 7 Series mobile workstations with NVIDIA RTX PRO Blackwell GPUs will be available in May.
  • Dell Pro Precision 9 T2/T4/T6 will be available in May.
  • Dell has shipped Dell Pro Max with GB300 to select customers in March 2026, with plans to ship more broadly in the coming months.
  • Dell PowerEdge XE9812 will be globally available 2H 2026.
  • Dell PowerEdge XE9880L, XE9885L will be globally available Q3 2026.
  • Dell PowerEdge R770, R7715 and R7725 with NVIDIA RTX PRO 4500 Blackwell Server Edition GPUs are globally available now.
  • Dell PowerEdge M9822 AND R9822 will be globally available in September.
  • Dell PowerSwitch SN6000-Series will be globally available starting in July.
  • Dell SONiC with Spectrum-based PowerSwitch SN5610 and S2201 will be globally available in March.
  • NVIDIA Quantum-X800 Q3300-LD will be globally available by Dell Technologies in Q4 2026.
  • Dell PowerEdge NVIDIA NVQLink and CUDA-Q integration is available now.
  • Knowledge assistant is globally available now.
  • Agentic AI platform with Cohere’s North and DataRobot are available now, agentic AI platform with ClearML will be available in March.
  • Dell AI Factory with NVIDIA modular architecture will be globally available in April.
  • Dell Accelerator Services for Agentic AI are available now.

Dell AI Data Platform Advancements Help Customers Harness Data to Power Enterprise AI with NVIDIA and Elastic

Dell Technologies, the world’s No. 1 provider of AI infrastructure, today announced updates to the Dell AI Data Platform to help customers better support the full lifecycle of AI workloads from ingestion and transformation to agentic inferencing to AI-powered knowledge retrieval.

Why it matters

Enterprise data is massive, growing rapidly and increasingly unstructured, but only a fraction of it is usable for generative AI today. To unlock its value, organisations need continuous indexing and a vector retrieval engine that converts content into embeddings for fast, precise semantic search. As workloads grow, organizations need infrastructure that streamlines data preparation, unifies data access across silos and delivers end-to-end enterprise-grade performance.

The latest updates to the Dell AI Data Platform enhance unstructured data ingestion, transformation, retrieval, and compute performance to streamline AI development and deployment – turning massive datasets into reliable, high quality real-time intelligence for generative AI.

Accelerating AI inferencing and analytics

The Dell AI Data Platform helps customers quickly move from AI experimentation to production by automating data preparation.

At the core of the Dell AI Data Platform’s architecture are specialized storage and data engines that help seamlessly connect AI agents to high quality enterprise data. Together, the Dell AI Data Platform and the NVIDIA AI Data Platform reference design provide a validated, GPU-accelerated solution that integrates storage engines and data engines with NVIDIA accelerated computing, networking and AI software to power generative AI systems.

Expanding the capabilities of the Dell AI Data Platform is the new unstructured data engine, designed to provide real-time, secure access to large-scale unstructured datasets for inferencing, analytics, and intelligent search. This engine, made possible through a new collaboration with open-source Search AI leader Elastic, will offer customers advanced vector search, semantic retrieval and hybrid keyword search capabilities—key capabilities for powering AI applications. Additionally, the unstructured data engine will leverage built-in GPU acceleration to deliver breakthrough performance.

The unstructured data engine works alongside the platform’s other tools, like a federated SQL engine for querying scattered structured data, a processing engine for handling large-scale data transformation, and storage designed for fast, AI-ready access.

Powering enterprise AI discovery

As AI becomes increasingly crucial for business-as-usual operations, Dell PowerEdge R7725 and R770 servers featuring NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs provide the mainstream computing foundation for accelerated enterprise workloads, from visual computing, data analytics and virtual workstations, to physical AI and agentic inference. These servers are ideal for running NVIDIA AI reasoning models such as the latest NVIDIA Nemotron models for agentic AI, as well as NVIDIA Cosmos world foundation models for physical AI.

Offering better price for performance for a wide range of enterprise use cases, these air-cooled systems make flexible high-density AI compute more attainable. The NVIDIA RTX PRO 6000 offers enterprises up to six times the token throughput for LLM inference,[ii] double the capacity for engineering simulation performance[iii] and can support four times the number of concurrent users compared to the previous generation with support for MIG.

The Dell PowerEdge R7725 server will also be the first 2U server platform to integrate the NVIDIA AI Data Platform reference design. When the Dell PowerEdge R7725 server featuring NVIDIA RTX PRO 6000 Blackwell Server Edition GPUs is paired with the Dell AI Data Platform and its new unstructured data engine, enterprises can take advantage of a turnkey solution without the need to architect and test their own hardware and software platforms. The combination of the two delivers faster inferencing, more responsive semantic search and support for larger, more complex AI workloads.

See innovation in action at SIGGRAPH 2025

Dell Technologies is showcasing how customers can accelerate media production pipelines and power intelligent asset management at scale using the Dell AI Data Platform, NVIDIA Omniverse software and Dell infrastructure at this year’s SIGGRAPH conference (August 10-14) in Vancouver, Canada. Dell will also feature the new Dell Pro Max high-performance PC portfolio, including laptops, desktops and the upcoming Dell Pro Max with GB10, a compact AI developer workstation.

“The key to unlocking AI’s full potential lies in breaking down silos and simplifying access to enterprise data,” said Arthur Lewis, president, Infrastructure Solutions Group, Dell Technologies. “Collaborating with industry leaders like NVIDIA and Elastic to advance the Dell AI Data Platform will help organizations accelerate innovation and scale AI with confidence.”

“Enterprises worldwide need infrastructure that handles the growing scale and complexity of AI workloads,” said Justin Boitano, vice president of enterprise AI at NVIDIA. “With NVIDIA RTX PRO 6000 GPUs in new 2U Dell PowerEdge servers, organizations now have a power efficient, accelerated computing platform to power AI applications and storage on NVIDIA Blackwell.”

“Fast, accurate, and context-aware access to unstructured data is key to scaling enterprise AI,” said Ken Exner, Chief Product Officer at Elastic. “With Elasticsearch vector database at the heart of the Dell AI Data Platform’s unstructured data engine, Elastic will bring vector search and hybrid retrieval to a turnkey architecture, enabling natural language search, real-time inferencing, and intelligent asset discovery across massive datasets. Dell’s deep presence in the enterprise makes them a natural partner as we work to help customers deploy AI that’s performant, precise, and production-ready.”

Availability

  • Unstructured data engine in Dell AI Data Platform will be available later this year.
  • Dell PowerEdge R7725 and R770 servers with NVIDIA RTX PRO 6000 GPUs will be globally available later this year.

AI-Powered PCs: Transforming How We Work, Create, and Innovate

Over the decades, personal computers have evolved from simple work tools into indispensable companions that shape how we live and work. Tara Gale, Client Solutions Country Lead at Dell Technologies Ireland tells us more.

But now we’re on a cusp of game-changing revolution with Artificial Intelligence (AI) transforming the PC and other devices we use on a daily basis. We are entering a new era in workplace technology, with AI redefining productivity, efficiency, and sustainability for Irish businesses.

Rise of AI-powered PCs

As organisations in Ireland navigate an increasingly data-driven world, the demand for faster and more secure workflows is growing. AI PCs step up to this challenge by integrating powerful on-device AI capabilities that reduce reliance on the cloud.

At its core, AI PCs are accelerated desktops, laptops, and workstations capable of running AI-optimised apps locally on device.

By processing data locally with embedded accelerators like Neural Processing Unites (NPUs), these devices offer a more responsive user experiences and a seamless approach to manage workloads all while ensuring improved security and energy efficiency. This not only enhances operational efficiency but also opens new opportunities for AI development, deployment, and fine-tuning directly at the user’s fingertips.

These next-generation devices are more than just an upgrade. They represent a fundamental shift in workplace technology, designed to meet the evolving needs of modern enterprises.

Leveraging decades of innovation in purpose-built accelerators, such as NPUs and GPUs, our latest AI PCs at Dell Technologies help to unlock the power of AI for the end user. With devices like the Dell Pro Max PC can handle up to 30 billion-parameter AI models, equipping Irish enterprises to tackle complex challenges effortlessly.

AI PCs are designed to empower users with unparalleled productivity capabilities. By leveraging on-device AI, these PCs streamline workflows and enable employees to handle complex tasks with ease. Features like intelligent automation and predictive analytics reduce time spent on repetitive processes allowing user to focus on higher-value work.

Sustainability and Innovation

Beyond performance, efficiency, and sustainability what remains a key priority for businesses across Ireland is to align themselves and support Ireland’s environmental commitments while allowing their business to integrate eco-friendly practices without compromising on technological advancement. AI PCs contribute to these goals by optimising energy usage and reducing overall carbon footprints.

At CES 2025, Dell Technologies unveiled its latest AI PC portfolio, showcasing a range of devices built to support diverse business requirements. Devices in the Dell Pro portfolio, features low emissions aluminium and a modular USB-C Port to minimise carbon footprint.

Dell is all-in on the AI PC experience and we’re aligning this innovation with the broader vision to lead the industry and offer the most comprehensive AI portfolio spanning from desktop to data centre to cloud, all under one roof.

At a recent event, we brought our AI-enabled PCs and tools directly to Irish customers, developers, and IT administrators, providing hands-on experience of our products designed to build and deploy AI applications seamlessly. By streamlining AI capabilities into everyday workflows, these devices empower users to work smarter and drive real business value.

Our collaboration with industry leaders such as NVIDIA has resulted in innovations like the Dell AI Factory, an end-to-end solution combining cutting-edge hardware and software to deliver unmatched AI performance. Meanwhile, the Dell Data Lakehouse simplifies data management and accelerates insights by up to 90%, allowing businesses to make smarter decisions faster.

Benefits of Adopting AI PCs

In 2025, Irish businesses will embrace AI-powered PCs as essential tools for boosting productivity and redefining the future of work. These advanced devices, equipped with embedded AI, will streamline daily tasks such as drafting follow-ups, organising to-do lists, and summarising emails before the workday even starts.

With AI capabilities soon becoming a standard expectation in PCs, the benefits are clear:

  • Enhanced productivity: Future workloads are increasingly going to be AI-driven, making AI PCs indispensable for tackling complex data challenges. People working with AI PCs will have an edge of fast and more responsive performance, leaving those on outdated devices unable to harness the benefits.
  • PC refresh opportunity:  With over 1.5 billion units in the global commercially installed based and nearly 30pc of them being four years old or more, now is the perfect time to upgrade to AI PCs. Older PCs lack NPUs making them obsolete to handle AI workloads.

With the Windows upgrade cycle ending in October 2025 where hardware requirements may exceed the capabilities of older devices, businesses have a strategic opportunity to embrace smarter, more sustainable technology.

With a wave of PC upgrades anticipated this year, nearly every device will feature an AI accelerator or NPU, enabling seamless execution of AI-driven apps and workloads. For companies still relying on outdated hardware, upgrading to smarter technology will be pivotal to staying competitive in this rapidly evolving landscape.

The Road Ahead: Embracing AI-powered future

As AI continues to demand greater data processing capabilities, Irish business have opportunity to embrace and innovate. The shift to AI PCs represents as significant advancement in enhancing their workforce productivity and addressing complex data challenges with ease.

This integration of AI into everyday devices is only the beginning. As technology evolves AI PCs will deliver even more intuitive and adaptive computing experiences, ranging from smarter workflows to enhanced collaboration tools.

For businesses here in Ireland, adopting these AI powered devices is far more than a routine tech upgrade, it’s a forward-thinking strategy that aligns innovation, sustainability and competitiveness. By investing in these transformative devices, businesses can unlock the power to drive their success and redefine the future of work.