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In this theCUBE + NYSE Wired: Mixture of Experts segment, theCUBE’s John Furrier sits down with Jyothi Swaroop, CMO at DDN, to unpack how AI infrastructure is powering real enterprise outcomes at the intersection of tech and finance. Swaroop outlines DDN’s 27-year engineering roots – from shipping its first product to NASA to serving 7 of the top 10 financials and 6 of the top 10 automakers – and explains why the conversation has shifted from “storage” to “data.” He details how DDN’s role in the “picks and shovels” layer of AI underpins sovereign AI deployments and large-scale AI factories, with customers including NVIDIA and xAI, and why ROI – not just raw performance – now defines success. The discussion dives into the market dynamics behind the AI build-out: reference architectures (including NVIDIA’s) and an “unreasonable velocity” of change, DDN’s data fabric powering NVIDIA SuperPODs such as Eos and Selene, and options for enterprises that want outcomes without overbuilding, from CoreWeave and Vultr’s neocloud approach to DDN now being offered as a one-piece service on Google Cloud. Swaroop also shares practical use cases – from DDN’s own agentic AI for sales enablement to vertical initiatives in finance, healthcare and life sciences – and explains how BizDev motions are becoming hyper-targeted as partners and ecosystems evolve. Listeners will come away with forward-looking perspectives on storage fabrics, saturating GPUs to translate performance into dollars, and how AI’s next wave will shape enterprise growth strategies. 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 - Unveiling Success: TheCUBE, Market Dynamics, and AI-Driven Growth 02:02 - Driving AI Infrastructure: Growth, Impact, and Success 05:14 - Empowering Business Through Technological Innovation and Agentic AI 07:59 - Foundations and Futures: Building AI Infrastructure Through Strategic Partnerships 10:26 - Revolutionizing AI: The Impact of DDN's Storage Solutions 13:01 - Leading the Future: NVIDIA's Impact on AI and Industry Excellence 15:51 - Strategic Collaborations and Future Insights in AI #theCUBE #MOEexperts #DDN #NVIDIA #Vultr #GoogleCloud #XAI