Lifestyle
NVIDIA Launches DSX Ready: A Qualification Program for Battery Storage and Liquid-Cooling Equipment in AI Factories
On September 21, 2026, NVIDIA announced DSX Ready, a program that marks power and cooling products as meeting its requirements for AI data centers. The first categories are large battery storage systems and cooling distribution units. It mainly affects data center builders and equipment suppliers. Here is what NVIDIA says the program does, who is in it so far and what it does not guarantee.
About 4 min read

What NVIDIA announced
In a post on its official blog on September 21, 2026 (by Vishal Ganeriwala), NVIDIA announced the launch of NVIDIA DSX Ready. NVIDIA describes it as a qualification program for partner products and solutions that meet the requirements of the applicable NVIDIA DSX AI factory reference designs.
A few terms help here. An "AI factory" is NVIDIA's name for a large data center built to run AI. A "reference design" is a blueprint that describes how such a facility should be put together. A "qualification program" checks whether a supplier's product meets the requirements set for its category.
Read the full description
Sources are collected, independently checked, then reviewed by Jev.
NVIDIA notes that as AI infrastructure expands, constraints on power, cooling, water, sites and the grid are shaping what builders can deploy. The company says the DSX AI factory platform brings together the design and operation of compute, networking, power, cooling, facilities and software. It adds that optimizing one part of an AI factory can shift the bottleneck elsewhere.
The first two categories and partners
According to NVIDIA, the program launches with two categories, each with a different qualification path. Battery energy storage systems (BESS) are large battery installations that store electricity to power the site. Cooling distribution units (CDUs) are part of the liquid-cooling equipment that keeps the computers from overheating. NVIDIA also says more categories covering infrastructure and software will follow.
| Item | Battery energy storage systems (BESS) | Cooling distribution units (CDUs) |
|---|---|---|
| First qualified solution providers (per NVIDIA) | Hitachi Energy, LG Energy Solution, Tesla | LG Electronics, LiquidStack, Vertiv |
| Qualification method (per NVIDIA) | Vendors run the required tests and submit supporting data within a defined qualification boundary, which NVIDIA reviews and approves | Vendors use a CDU self-qualification suite to determine whether a product meets NVIDIA's functional requirements |
| Still required after qualification | Site-level engineering | Assessing how the equipment fits the planned facility |
What it means for general readers
The AI services people use every day depend on large data centers that need continuous power and cooling. In its post, NVIDIA says category-specific requirements and reviews can help builders evaluate products with more confidence, reduce integration risk and move toward deployment. Put simply, this works like a "compatible equipment list" with standards set by NVIDIA. It mainly affects data center builders and equipment vendors, not what ordinary consumers buy.
- For builders: an additional screening reference provided by NVIDIA, though they still need to do their own site engineering.
- For vendors: an additional route to show that their products meet NVIDIA's requirements for their category.
- For general readers: a signal that AI infrastructure is paying growing attention to power and cooling constraints, not a product recommendation.
Frequently asked questions
What is DSX Ready?
According to NVIDIA, DSX Ready is a qualification program for partner products and solutions that meet the requirements of the applicable NVIDIA DSX AI factory reference designs. It was announced on September 21, 2026.
What equipment does the first round cover?
NVIDIA says the first categories are battery energy storage systems (BESS) and cooling distribution units (CDUs), with more categories covering infrastructure and software to follow.
Is qualified equipment guaranteed to run stably on site?
No. NVIDIA states clearly that passing qualification does not replace site-level engineering and does not imply site-level stability.
Where do these details come from?
All of the details come from NVIDIA's announcement on its official blog. They are the company's own description of the program.
Browse the latest news in this topic
Lifestyle
Cloudflare launches Traces in public beta: site operators can follow every step a request takes through the platform on one timeline
On October 2, 2026, Cloudflare announced the public beta of Cloudflare Traces. Website operators and developers using Cloudflare can see a request pass through security rules, caching, routing and the origin server on a single timeline, making it easier to find why a request was blocked or slowed. New pricing takes effect on December 1, 2026. Information comes from the official Cloudflare blog.
Lifestyle
Cloudflare launches Web Search API via AI Gateway, requiring search partners to follow its crawler rules
On October 2, 2026, Cloudflare announced a Web Search API that lets AI agents query live web information through AI Gateway. The first partners are Ceramic.ai, Exa and Linkup. Cloudflare says these partners' crawlers must meet its Verified bots requirements and cite sources. This matters both to developers building AI applications and to website owners whose content may be crawled.
Lifestyle
Cloudflare open-sources Streamline: a demo of using its cloud services to add graphics to live streams and burn subtitles into videos
On October 2, 2026, Cloudflare launched and open-sourced Streamline, a developer playground showing how developers can combine Stream, Workers, Containers and Durable Objects to build their own video processing pipelines, such as adding graphics to live streams in real time or adding subtitles to videos. This article explains what it is, how it works, its limitations, and what it means for viewers and developers.
Lifestyle
Google unveils Gemini 4 Argon: cyber defenders get it first, everyone else still has to wait
On September 30, 2026, Google announced Gemini 4 Argon, which it calls its new frontier (most advanced) AI model. For now it is available only to trusted cyber defenders through the Fairwind Program. Here is what Google says the model can do, what it will cost developers, how Google says it is managing the risks, and what it means for everyday users. All figures come from Google itself.
Latest travel guides

GuideTokyo
Where to Stay in Tokyo: Comparing Shinjuku, Ueno, Tokyo Station, Shibuya, Asakusa, Ikebukuro, and Ginza, Plus Airport Access, Accommodation Tax, and Luggage Delivery
Where should you stay in Tokyo? Compare Shinjuku, Ueno, Tokyo Station, Shibuya, Asakusa, Ikebukuro, and Ginza by the same criteria: access from Narita and Haneda, transit routes, nearby attractions, neighborhood character, and who each area suits. Includes a comparison table, a Yamanote Line diagram, Tokyo’s accommodation tax as verified in 2026/9 (changing to 3% in 2027/4), and Airport TA-Q-BIN luggage shipping rules.
- Budget
- Hotels

GuideTokyo
How to Choose Tokyo Transit Passes: Are Suica, Welcome Suica, the Tokyo Subway Ticket, and the JR Pass Worth It?
On a first Tokyo trip, start with an IC card and pay per ride (Welcome Suica has no deposit and is valid for 28 days). If you take four or more subway rides in a day, add a 72-hour Tokyo Subway Ticket for 2,000 yen; a JR Pass is never worthwhile if you stay in Tokyo and do not go to Kansai. See what TOURIST PASMO, Suica on iPhone, and the Tokyo Metro day pass do and do not cover, with a decision chart. Prices verified in September 2026.
- Transport
- Budget

GuideTokyo
Tokyo Disneyland and DisneySea Guide: Ticket Prices, Fantasy Springs, Disney Premier Access (DPA), Standby Pass, and Which Park to Choose for Your First Visit
Tokyo Disney one-day Passport prices vary: most weekdays in 9/2026 cost ¥9,900 and weekends ¥10,900. At 14:00 daily, tickets go on sale for the same date two months later. Free Priority Pass is no longer on the official service list; only paid Disney Premier Access (¥1,000–3,500 per person per use) shortens waits. Covers hours, the 25th anniversary, Standby Pass, Entry Request, Fantasy Springs access and first-visit park choice; checked on the official site in 9/2026.
- Itineraries
- Family
Sources
- NVIDIA Launches DSX Ready to Qualify Power and Cooling Products for AI Factories | NVIDIA Blog · Checked:
- Vishal Ganeriwala Author Page | NVIDIA Blog · Checked:
- NVIDIA Launches DSX Ready to Qualify Power and Cooling Products for AI Factories | NVIDIA Blog · Checked:
- - Archives Page 1 | NVIDIA Blog · Checked:
- NVIDIA and Partners Showcase AI Advancements Across Southeast Asia | NVIDIA Blog · Checked: