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Explore Suresh Andani, AMD & Melissa Crichton, Dell Technologies | Dell Technologies World 2026 with 11,075 views, 371 likes, and 0 comments. Experience the impact of this video content that has captured audience attention.

In this interview from Dell Technologies World 2026 in Las Vegas, Melissa Crichton, vice president of server and AI solutions at Dell Technologies, joins Suresh Andani, vice president of business development for enterprise AI at AMD, to talk with theCUBE's John Furrier and Dave Vellante about the shift from AI experimentation to agentic production and the hybrid infrastructure architectures enterprises need to get there. Crichton explains how Dell's AI factory strategy is built to let organizations start with one or two servers and scale incrementally — whether at the edge, on-prem or in the cloud. Andani notes that approximately 70% of enterprise data centers operate at 30 kilowatts or lower, making the jointly announced AMD MI350P a practical on-ramp for running large inference models without liquid cooling or rack-scale buildouts. The conversation also explores how the rise of agentic AI is fundamentally reshaping the CPU-to-GPU ratio in enterprise systems — a figure that has moved from 8:1 to roughly 1:1, driven by the serial orchestration, planning and tool-calling demands of multi-agent workflows. Andani breaks down why GPU-heavy architectures leave expensive accelerators idle when high-thread-count CPUs aren't present to manage the agentic runtime. Crichton details Dell's validation approach: deep joint engineering with AMD and integrations across Red Hat OpenShift AI, Nutanix and VMware that ensure customers reach time-to-first-token on day zero rather than becoming field testers. From a newly launched ISV self-certification program to a multi-year joint product roadmap, both guests outline why a validated, modular partner ecosystem is becoming the defining differentiator in enterprise AI deployment. Find more SiliconANGLE news and analysis https://siliconangle.com/ Follow theCUBE's wall-to-wall event coverage https://siliconangle.com/events/ Learn about the latest theCUBE events https://www.thecube.net/ 00:00 - Intro 00:07 - Exploring AI and Infrastructure at Dell Tech Worlds 02:55 - Exploring Hybrid AI: Key Insights and Implementation Challenges 05:11 - Driving Innovation: AMD and Dell's AI Breakthroughs 08:44 - AI Processing and Strategy: From Core to Market 11:03 - Importance of Validation in AI Solutions 13:08 - Visionary AI Solutions and Strategic Partnerships #theCUBE #DellTechWorld #theCUBEresearch #DellTechnologies #AMD #EnterpriseAI

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