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.

Top 5 SFX power supplies for small form factor builds in 2025

Are SFX power supplies ideal for small form factor (SFF) PCs? For sure. At Seasonic, they offer the well-known and time-proven SFX power supply FOCUS Series. They are perfectly fit for the SFF form factor, which our clients highlighted the most. Primarily, because they combine the mix of effectiveness, compact size, and reliable work even during peak loads.

They have a standard size: 125 mm × 125 mm × 63,5 mm. This ensures compatibility with most of the small form factor cases. With the 80 PLUS® Gold certification, they eliminate threats and save you electricity. Particularly, gave 90% of effective work while 50% workload.  

With a 10-year warranty from Seasonic, they bring a high-productive performance to your PC and a long lifespan to its components. Additionally, they are fully modular, which makes it highly comfortable to connect extra components or conveniently organise existing ones. 

How do you choose the right SFX PSU based on wattage and efficiency?

When picking the right SFX PC power supply for a small form factor (SFF) PC, here are a few key things to keep in mind:

Power capacity. Start by figuring out how much power your system actually needs, including the CPU, GPU, memory, storage, and any other components. We highly recommend using Seasonic’s online power calculator for a more accurate estimate. It even adds an extra 20–30% buffer to ensure your PC runs smoothly under load. No need to calculate all by yourself. 

Efficiency. Go for models with 80 PLUS® Platinum or Titanium certification. Basically, the higher the rating, the less energy is lost as heat. Also, keep in mind that PSUs are most efficient when running at 50–80% of their total capacity, so it’s a good idea to choose one with some headroom.

Other practical things. Look for fully modular power supplies, because they make cable management much easier in tight spaces. And don’t forget to double-check the physical size: standard SFX units are usually 125 × 63.5 × 100 mm. And finally, make sure it fits your case, and that the PSU’s ventilation lines up with the airflow design of your setup for optimal cooling.

 

Which brands offer the most reliable SFX PSUs in 2025?

Seasonic offers SFX solutions with premium quality and highly efficient features that support the smooth operation of your PC. Two key options here are FOCUS SPX PSUs and FOCUS SGX with SFX-L form factor. Both were presented with 750 W and 650 W power, have 80 PLUS® Platinum certification, and a 10-year warranty from Seasonic. But they have slightly different characteristics. 

Seasonic FOCUS SGX Series is its SFX-L power supplies. They have the longest form than standard SFX PSUs, work quieter while giving more power to your PC. 

Seasonic FOCUS SPX Series are pure SFX power supply units (shorter). They are suitable even for the smallest cases where SGX will not fit.

 

What are the key differences between SFX, SFX-L, and ATX PSUs?

ATX PSUs are a standard form factor for power supplies which used in most medium and large cases. Their size is 150  mm × 86 mm × 140 mm. These power supplies have ample space for cooling, larger fans, high power (up to 1200 W and above), a large number of connectors, and, in general, offer quiet PC operation. 

SFX PSUs are a compact form factor measuring, with dimensions 125 mm × 63.5 mm × 100 mm. They were designed for small cases, such as mini-ITX. Thanks to their limited size, SFX units have smaller fans (usually 80 mm), which can lead to higher noise levels under load. The power level usually reaches 600 – 700 W, although some models offer up to 750 W today. They are a go-to for those who want to build a compact but powerful PC.

SFX-L PSUs are an extended version of SFX. The standard size is 125 mm × 63.5 mm × 130 mm. With the extra depth, you can install a bigger fan (120 mm), which improves cooling. They often have higher power ratings (up to 800 W) and 80 PLUS® Gold or Platinum certification. They’re good for builds in compact cases that give you a little more room. SFX-L doesn’t support all cases, so make sure yours does before buying.

Do you need a fully modular SFX power supply for a clean build?

Definitely yes. Especially for small cases, like SFF and mini-ITX. A fully modular SFX power supply lets you connect only the cables you need, which creates less clutter.

Having this kind of power supply also makes upgrades and maintenance easier since you can replace a single cable if it breaks. Yes, it’s pretty cashier than non-modular models, but you are paying for convenience, high performance, and complete freedom when it comes to connecting PC components. 

What cooling and noise levels should you expect from top SFX models?

The Seasonic Focus SPX-750 is one of the top SFX power supplies, combining high power, reliability, and a modern cooling system. This PSU is equipped with a 92 mm fan with Silent Hybrid Fan Control. It means that up to a certain temperature, the fan doesn’t turn on at all, and it runs completely silently. The fan turns on gradually as the temperature rises, so there is less noise.

At low and medium loads (up to 30-40% power), the noise level is only 19-20 dB, which is practically inaudible. The noise increases to 31-36 dB at 40-50% load, which is like a system fan running quietly. However, at high loads (70–100%), the noise can reach 40–53 dB. 

A well-designed cooling system and high-quality components prevent overheating. The fan in the SPX-750 can be used in both hybrid and constant modes, depending on your preferences. The power supply is popular with users, especially for assemblies in compact cases. 

Are SFX power supplies compatible with high-end GPUs and CPUs?

Yes, modern SFX / SFX-L power supplies can power top-of-the-line processors and graphics cards. Even RTX 4090 and Ryzen 9 or Core i9. But only if you have an SFX with enough power (≥ 850 W, preferably 1000 W+ for reserve). We also recommend making sure you have the right cables for your PC or are compatible with 12VHPWR. 

Compactness does not mean limitations. With the right approach, SFX power supplies can easily handle the high-speed components of your PC.

Which are the top 5 SFX PSUs for performance, silence, and compact design in 2025?

Here they are:

Seasonic Focus SPX-750 (80 PLUS® Platinum)

Seasonic is a reliable brand synonymous with quality for power supplies and additional components for your PC. Offers a powerful and reliable power supply with a hybrid cooling mode. Silent at low loads. It’s got high-quality parts and a 10-year warranty. 

Corsair SF750 (80 PLUS® Platinum)

Extremely quiet and compact power supply. Has standard dimensions of 125 mm × 63.5 mm × 100 mm. Features high-quality cooling and is a perfect choice for most SFF builds.

Phanteks Revolt SFX 850W (80 PLUS® Platinum)

A premium choice with PCIe 5.0 support and Zero-RPM mode. Quiet, compact, and convenient. Supports modern GPUs.

Cooler Master V850 SFX (80 PLUS® Gold)

Good price/power ratio. Supports ATX 3.1, fully modular, compact.

SilverStone SX1000R (80 PLUS® Platinum)

One of the most powerful SFX on the market. Ideal for systems with RTX 4090. Works stably, but the noise is slightly higher under high load.

Conclusions

Today, the market offers a lot of options for computer PSUs in the SFX form factor. It’s up to you what to choose, but it’s better to evaluate all pros and cons before buying. Identify each PSU’s individual characteristics, then compare them with your case. This way, you make sure it fits perfectly and gives you the best performance.

Alienware launches next-generation Area-51 laptops to power the future of gaming

Today Alienware has officially launched its most powerful and design-forward gaming laptops to date, the new Alienware Area-51 series. First announced at CES 2025, the Area-51 laptops mark a return of the brand’s most iconic platform—reimagined with next-generation technology and a striking new design language inspired by extraterrestrial phenomena.

Available in 16- and 18-inch models, the Area-51 laptops are built to deliver maximum performance and innovation for gamers and creators alike. Equipped with up to an NVIDIA GeForce RTX 5090 Laptop GPU and an Intel® Core™ Ultra 9 275HX CPU, the laptops offer a total performance package of up to 280W making them the most powerful laptops Alienware has ever produced.

A completely reengineered Cryo-tech™ thermal architecture enables up to 37% more airflow while being 15% quieter than previous models, ensuring high performance without compromise.

The new design dubbed AW30 draws inspiration from the Aurora Borealis, bringing a serene, ethereal aesthetic to the Alienware lineup. A Liquid Teal finish with colour-shifting iridescence, translucent rear thermal shelf with gradient AlienFX lighting, and a Clear Gorilla Glass panel on the underside offer both form and function. These elements combine to deliver an immersive visual experience that mirrors the laptops’ gaming capabilities.

Additional features include RGB fans, a zero-hinge design for cleaner lines, and support for the latest Gen 5 SSDs with up to 12TB of storage and Microsoft DirectStorage for faster load times.

The Alienware Area-51 18 and 16 laptops with RTX 5080 GPUs are now available for purchase on Dell Technologies Ireland website, starting at €4,098.99 and €4,298.99 respectively. Configurations with RTX 5090 and 5070 Ti GPUs will be available soon.

With this launch, Alienware reaffirms its commitment to pushing the boundaries of gaming performance and design, offering Irish gamers and tech enthusiasts an experience into the future of high-end computing.

HighPoint eGPU Expansion Chassis: Empowering Compact Media Workstations & High-End Mini PCs

In the ever-evolving world of content creation, gaming, and high-performance computing, the demand for compact yet powerful systems is at an all-time high. While Mini form-factor PCs offer the advantage of space efficiency, they often struggle to accommodate the latest, high-performance GPUs without sacrificing performance or responsiveness. To address this challenge, HighPoint has unveiled its groundbreaking RocketStor 8000 Series eGPU Expansion Chassis, a revolutionary solution that transforms Mini PCs into powerhouse workstations and gaming rigs.
RocketStor 8000 Series eGPU Expansion Chassis
The RocketStor 8000 Series is not just another eGPU solution. By leveraging HighPoint’s cutting-edge PCIe Switching technology and CDFP/CopperLink cabling, these chassis offer unparalleled performance and flexibility for Mini-PCs and compact desktop workstations. Here’s what sets them apart:
Supports Today’s Fastest GPUs: RocketStor 8000 solutions are designed to support industry-standard full-height, 2-slot, and 3-slot GPUs from all leading manufacturers. Whether you’re a content creator needing a powerful NVIDIA RTX GPU or an extreme gamer seeking the latest AMD Radeon card, these chassis have you covered.
Up to 600W of Direct Power: Each RocketStor 8000 chassis delivers up to 600W of direct power to deliver consistently high framerates, combat stuttering and minimize the likelihood of visual artifacts.
Maximizes Performance & Minimizes Latency: Unlike traditional Thunderbolt or OCuLink eGPU solutions, RocketStor 8000 chassis are powered by HighPoint’s industry-leading PCIe Switching architecture. This technology, combined with CDFP/CopperLink cabling, provides x16 lanes of dedicated Gen4 or Gen5 bandwidth. The result? Maximum performance and minimal latency, ensuring that your applications run smoothly and responsively.
Designed for Compact Computing Environments: The RocketStor 8000’s host adapter is compact, measuring only 6.57″ x 4.33″. This small footprint makes it easy to integrate into Mini-PCs, compact desktop workstations, and even Rackmount chassis. Despite its small size, it doesn’t compromise performance or expandability.
Advanced Cooling System: To maintain optimal performance, the RocketStor 8000 chassis features a robust dual-fan cooling system with programmable smart fan control. This system effectively dissipates heat, preventing thermal throttling and ensuring that your system runs at peak performance even under heavy loads.
Seamless, Plug & Play Installation for Windows & Linux: RocketStor 8000 eGPU chassis are supported natively by all modern operating systems, including Windows and Linux. They require no additional drivers or software applications, making installation a breeze. Simply connect the chassis to your system, and you’re ready to go.
In Summary
The RocketStor 8000 Series eGPU Expansion Chassis from HighPoint is a game-changer for compact computing environments. By empowering Mini-PCs and compact workstations with the ability to support today’s fastest GPUs, these chassis open up new possibilities for content creators, gamers, and high-performance computing enthusiasts. With its advanced features, robust design, and ease of use, the RocketStor 8000 Series is poised to revolutionize the way we think about eGPU solutions.

Apple Vision Pro and Steam Deck gets Expanded GeForce NOW Support

Apple Vision Pro, Meta Quest 3, and Steam Deck now have expanded GeForce NOW support.  Several games are also set to join the cloud, as data centres powered by GeForce RTX launch. 

Cloud Gaming is Set to be Huge in 2025

Cloud gaming isn’t anything new, but with that said, it’s a huge focus for tech giants, like Nvidia, Steam, and Apple as we move into 2025. The cloud aims to provide more accessible experiences, without compromising offerings. The iGaming market is a prime example of how this could be possible, with the right advancements. For example, when you play slots at Paddy Power, you will notice that they offer hundreds of games, with many different variants; everything from classic slots to niche-themed games like KingFisher and Big Stack Lumberjack. These games are playable from a desktop PC or mobile device, and as a result, offer great accessibility to the vast world of online casino entertainment.

To play games like this, you don’t need to download or install software, and you can access them through a website browser or app. GeForce NOW has the same aim but with a focus on bringing additional niches into the fold. Games, including FPS, RPGs, and strategy games tend to be much bigger and have more intensive operating requirements. This makes it hard for them to be integrated into the cloud and offered on a huge scale. 

With that said, Nvidia is looking to change this. By expanding the support for the GeForce NOW platform, it becomes possible to offer games across different devices, ensuring that there are no limitations to the games people can play, or where they can play them. GeForce NOW essentially turns any device into a fully-fledged GeForce RTX gaming PC, and with cloud integration, it’s certainly an exciting concept when you look at current market trends.

Steam Libraries and the New GeForce NOW Announcement

The announcement was made at the CES trade show. NVIDIA has also announced that they want to bring cloud gaming to popular handheld devices as well. By partnering with Meta, Apple, and ByteDance, they have been able to expand their selection to Apple Vision spatial computers, Pico Virtual and mixed-reality devices. Meta Quest 3 now has full support with no essential features missed out. This includes NVIDIA DLSS and ray tracing.

As well as announcing this, they have also said that they are going to be launching a GeForce RTX-powered data center. This is going to be located in India, expanding the reach of the company while helping the company to grow its extensive library. Right now, there are over 2100 games supported, with several new titles arriving at the end of the year. Of course, bringing games to devices like this has not been without its challenges. Intensive games tend to drain the battery on devices more, but by making progress in cloud technology, issues like this have been eliminated, while paving the way for new and exciting advancements that are set to change the world of gaming as we know it.