AMD: run enterprise AI on existing infrastructure

Home AI Infrastructure Newsletter AMD: run enterprise AI on existing infrastructure

Beyond the simple “NVIDIA alternative” or “Intel alternative” narrative, AMD is building a story around the enterprise market, balancing, or perhaps, combining, its CPU story with its growing GPU story. Yesterday’s news that Dell PowerEdge XE7745 and R7725 servers will support AMD’s new Instinct MI350P PCIe GPUs highlighted an immediate, tangible deployment of what AMD has boasted is an enabler of production-level generative AI and agentic AI in the enterprise.

This dovetails with what AMD’s Suresh Andani said last week about “inference becoming foundational to enterprise computing,” with AMD’s air-cooled, dual-slot PCIe card designed to fit standard 19-inch enterprise server racks. While some hype that this means “zero-Capex redesign for enterprise data centers” might go too far, it isn’t a stretch to believe Andani’s contention that this is “an open, low, and no-cost software ecosystem” for infrastructure that enterprises “already own.”

Plugging a component-level card into standard servers may, indeed, help enterprises more cost-effectively deploy and scale generative and agentic AI, especially since most cannot afford the custom liquid-cooled systems hyperscalers and cloud giants can. With HPC at a lower cost, enterprises can more readily pivot from computation to inference and agentic AI.

As explained by Futurum Group analyst Brendan Burke, “AMD used Q1 FY 2026 to tighten the narrative around two connected growth sectors: server CPUs as AI infrastructure control points, and accelerators as inference deployments move from pilots to production.”

With a GPU and CPU strategy set in a more open ecosystem, AMD is hoping to attract enterprises that want to deploy AI across cloud, on-prem, and hybrid environments – adding capacity to data centers, but without having to rebuild from the ground up. 

In its Q1 2026 reporting, AMD showed that data center revenue was up 57% YoY, and it has high expectations for Q2, based on this and other announcements, like yesterday’s with Dell. RCRTech will continue to follow the story.

Susana 2

Susana Schwartz
Technology Editor
RCRTech

 

AI Infrastructure Top Stories

The inference explosion: F5’s 2026 State of Application Strategy (SOAS) Report, shows that 77% of enterprises now prioritize inference over training, with the average organization managing or evaluating 7 different AI models, simultaneously.

ISAC physical AI: Factory-floor ‘physical AI’ runs on lightweight (non-GPU) edge compute, says NTT Data, but 5G sensing, in the form of ISAC, could unlock a new wave of demand for private 5G, tying edge IoT and AI into a single enterprise stack.

Europe’s race for sovereign AI: Vodafone, BT, Telenor and other European telcos are aggressively building sovereign AI and cloud infrastructure as a way to reduce reliance on U.S. hyperscalers, and to a lesser (practical) extent, on Chinese tech.


View More News

AI Today: What You Need to Know

Trump-Xi tech vs. rare earths: U.S. tariffs, market access, and security policies will be pitted against China’s $1.2 trillion rare earths in a high-stakes meeting between President Donald Trump and Chinese President Xi Jinping.

Plea for semiconductor tax credit: The Semiconductor Industry Association and 17 business and trade groups sent a letter to Congress asking for an extension of the Advanced Manufacturing Investment Credit (AMIC) for chip production.

ABB $200M in Europe: ABB is investing $200 million to expand medium-voltage manufacturing to support European data center growth, with a $100 million investment in Italy, and others in Bulgaria, Finland, Germany, Norway and Poland.

Geothermal Power for Data Centers: Amazon has signed its first geothermal deal with a 20-year deal with NV Energy. The plan is to add 100 MW of geothermal power to the Nevada grid by 2030, supporting data centers in the Reno area. 

Florida Data Center Law: Governor Ron DeSantis said “You should not, as a hard-working Floridian, have to subsidize some of the wealthiest companies in the history of humanity,” when announcing the new law for reducing electricity rate friction.

Water Sustainability: Gradiant claims a single 100MW hyperscale campus consumes as much water as a city of 80k people, but its closed-loop cooling system minimizes discharge through high-recovery concentration and reuse.

 

RCR Events

Test & Measurement Forum, May 19
Join the annual Test & Measurement Forum where industry leaders, innovators, and engineers come together to tackle the most pressing test and measurement challenges in telco today. Register now

Telco AI Forum, June 16th
Telco AI Forum brings together operators, vendors, hyperscalers, and academia to explore how the evolution of the industry and partnership ecosystems is laying the foundations for AI-native 6G networks and unlocking ROI. Register now

Quantum Safe Networks Forum, July 14th
Quantum Safe Networks Forum brings together telecom operators, cybersecurity experts, and industry analysts to explore how to build resilient, future-ready infrastructure in the face of quantum disruption. Register now

RCR Roundtables AI Infrastructure, October 21st, Dallas, Texas
Join 50 senior data center, energy and AI leaders at the Ritz-Carlton Dallas on October 21 for invitation-only roundtables on powering and scaling AI. Request your invitation 

 

Industry Resources

Webinar, May 21st: Securing telecom infrastructure for the quantum era

Webinar, June 2nd: Scaling optical networks for the AI and hyperscale era

Report: AI in testing: Developing trust, delivering results

Report: Test, measurement and service assurance in the AI era

Whitepaper: Powering sovereign AI at scale

Whitepaper: Scalable database design for 5G and beyond

What you need to know in 5 minutes

Join 37,000+ professionals receiving the AI Infrastructure Daily Newsletter

This field is for validation purposes and should be left unchanged.

This website uses cookies to improve your experience. We'll assume you're ok with this, but you can opt-out if you wish. Accept Read More