--- title: NVIDIA and Supermicro on the gen AI tech stack critical... description: Generative AI offers real ROI but requires a complete AI-ready hardware and software stack. Matching needs to infrastructure is crucial. Cloud vs. on-prem... canonical: https://daily.dev/posts/nvidia-and-supermicro-on-the-gen-ai-tech-stack-critical-for-success-ylok0bln4 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: NVIDIA and Supermicro on the gen AI tech stack critical for success | daily.dev og:description: Generative AI offers real ROI but requires a complete AI-ready hardware and software stack. Matching needs to infrastructure is crucial. Cloud vs. on-prem... og:url: https://daily.dev/posts/nvidia-and-supermicro-on-the-gen-ai-tech-stack-critical-for-success-ylok0bln4 og:image: https://api.daily.dev/og/posts/yLok0Bln4.png og:image:alt: NVIDIA and Supermicro on the gen AI tech stack critical for success og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # NVIDIA and Supermicro on the gen AI tech stack critical for success **[Venture Beat](https://daily.dev/sources/venturebeat)** · 6 min read · 1 upvotes · 0 comments ## Summary Generative AI offers real ROI but requires a complete AI-ready hardware and software stack. Matching needs to infrastructure is crucial. Cloud vs. on-prem considerations and open-source vs. proprietary models are key decisions. Maximizing hardware with a software stack and future proofing against growing complexity are important considerations. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#ai-inference](https://daily.dev/tags/ai-inference), [#ai-infrastructure](https://daily.dev/tags/ai-infrastructure), [#business](https://daily.dev/tags/business), [#cloud](https://daily.dev/tags/cloud), [#data-privacy](https://daily.dev/tags/data-privacy), [#genai](https://daily.dev/tags/genai), [#hardware](https://daily.dev/tags/hardware), [#llm](https://daily.dev/tags/llm), [#nvidia](https://daily.dev/tags/nvidia) [View this post on daily.dev](https://daily.dev/posts/nvidia-and-supermicro-on-the-gen-ai-tech-stack-critical-for-success-ylok0bln4) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"NVIDIA and Supermicro on the gen AI tech stack critical for success","url":"https://daily.dev/posts/nvidia-and-supermicro-on-the-gen-ai-tech-stack-critical-for-success-ylok0bln4","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/nvidia-and-supermicro-on-the-gen-ai-tech-stack-critical-for-success-ylok0bln4"},"datePublished":"2024-02-06T16:35:36.701Z","dateModified":"2026-03-15T03:54:36.307Z","description":"Generative AI offers real ROI but requires a complete AI-ready hardware and software stack. 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