{"id":1566,"date":"2026-02-26T10:45:00","date_gmt":"2026-02-26T10:45:00","guid":{"rendered":"https:\/\/blog.ibvl.in\/index.php\/2026\/02\/26\/scailium-partners-with-td-synnex-to-solve-global-gpu-starvation\/"},"modified":"2026-02-26T10:45:00","modified_gmt":"2026-02-26T10:45:00","slug":"scailium-partners-with-td-synnex-to-solve-global-gpu-starvation","status":"publish","type":"post","link":"https:\/\/blog.ibvl.in\/index.php\/2026\/02\/26\/scailium-partners-with-td-synnex-to-solve-global-gpu-starvation\/","title":{"rendered":"SCAILIUM Partners with TD SYNNEX to Solve Global GPU Starvation"},"content":{"rendered":"<p>Empowering TD SYNNEX partners to operationalize AI at scale with GPU-native data infrastructure<\/p>\n<p>SCAILIUM, creator of the world\u2019s first AI Production Layer, GPU-native software engine purpose-built for AI production at scale, today announced a strategic partnership with TD SYNNEX, a leading global distributor and solutions aggregator for the IT ecosystem. Through this collaboration, SCAILIUM\u2019s AI Production Layer will be made available to TD SYNNEX\u2019s global network of solution providers, enabling enterprises to double GPU utilization, significantly reduce power waste, and run AI workloads at true production scale.<\/p>\n<p>\u201cAs AI moves from experimentation to industrial-scale production, the limiting factor is no longer the model or the silicon, it\u2019s the data pipeline,\u201d said Liam Galin, CEO at SCAILIUM. \u201cSCAILIUM\u2019s GPU-native AI Production Layer helps enterprises maximize the return on their GPU investments by increasing utilization, reducing idle time and power waste, and accelerating time-to-insight at production scale. Partnering with TD SYNNEX allows us to bring this capability to enterprises through a trusted channel ecosystem.\u201d<\/p>\n<p>As enterprises invest billions in GPU infrastructure to build \u201cAI Factories,\u201d many are discovering a hard production limit: GPUs sit idle 40\u201370% of the time because legacy, CPU-bound data pipelines cannot deliver data fast enough. This structural bottleneck, known as GPU starvation, collapses performance, wastes energy, and prevents AI systems from scaling beyond prototype environments.<\/p>\n<p>SCAILIUM eliminates this bottleneck entirely.<\/p>\n<p>\u201cOrganizations are realizing that when it comes to AI, the industry is power-constrained, not compute-constrained,\u201d said Francisco Criado, SVP of Cloud, Security, and AI at TD SYNNEX. \u201cThrough Destination AI, TD SYNNEX is committed to helping partners overcome these challenges with practical and scalable solutions like SCAILIUM\u2019s AI Production Layer that deliver measurable gains in utilization, energy efficiency, and production\u2011scale performance.\u201d<\/p>\n<p>SCAILIUM provides a drop-in, software-only AI Production Layer that runs the entire data pipeline natively on GPUs, eliminating CPU bottlenecks between storage and compute. By keeping GPUs continuously fed with data, SCAILIUM dramatically increases utilization, reduces power waste, and enables AI workloads to scale from pilot to sustained production without adding hardware. This allows enterprises to achieve faster time-to-insight and operate AI at true production scale across data-intensive environments.The post SCAILIUM Partners with TD SYNNEX to Solve Global GPU Starvation first appeared on AI-Tech Park.<\/p>\n","protected":false},"excerpt":{"rendered":"<div>\n<p>Empowering TD SYNNEX partners to operationalize AI at scale with GPU-native data infrastructure SCAILIUM, creator of the world\u2019s first AI Production Layer, GPU-native software engine purpose-built for AI production at scale, today announced a strategic partnership with TD SYNNEX, a leading global distributor and solutions aggregator for the IT ecosystem&#8230;.<\/p>\n<p>The post <a href=\"https:\/\/ai-techpark.com\/scailium-partners-with-td-synnex-to-solve-global-gpu-starvation\/\">SCAILIUM Partners with TD SYNNEX to Solve Global GPU Starvation<\/a> first appeared on <a href=\"https:\/\/ai-techpark.com\/\">AI-Tech Park<\/a>.<\/p>\n<\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-container-style":"default","site-container-layout":"default","site-sidebar-layout":"default","disable-article-header":"default","disable-site-header":"default","disable-site-footer":"default","disable-content-area-spacing":"default","footnotes":""},"categories":[4,1],"tags":[3],"class_list":["post-1566","post","type-post","status-publish","format-standard","hentry","category-ai","category-ai-and-ml","tag-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>SCAILIUM Partners with TD SYNNEX to Solve Global GPU Starvation - Imperative Business Ventures Limited<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blog.ibvl.in\/index.php\/2026\/02\/26\/scailium-partners-with-td-synnex-to-solve-global-gpu-starvation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SCAILIUM Partners with TD SYNNEX to Solve Global GPU Starvation - Imperative Business Ventures Limited\" \/>\n<meta property=\"og:description\" content=\"Empowering TD SYNNEX partners to operationalize AI at scale with GPU-native data infrastructure SCAILIUM, creator of the world\u2019s first AI Production Layer, GPU-native software engine purpose-built for AI production at scale, today announced a strategic partnership with TD SYNNEX, a leading global distributor and solutions aggregator for the IT ecosystem.... 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