{"id":7581,"date":"2025-11-26T17:37:10","date_gmt":"2025-11-26T17:37:10","guid":{"rendered":"https:\/\/intelligence.supplyframe.com\/?p=7581"},"modified":"2025-11-26T17:37:13","modified_gmt":"2025-11-26T17:37:13","slug":"ai-data-centers-supply-chain-risk","status":"publish","type":"post","link":"https:\/\/intelligence.supplyframe.com\/nl\/ai-data-centers-supply-chain-risk\/","title":{"rendered":"Billion-Dollar AI Data Centers: Why Supply Chain Risk Must Move To The Boardroom"},"content":{"rendered":"<p>Much of the public conversation about AI data centers emphasizes graphics processing units (GPUs), energy scale and monetization of AI models. What gets overlooked is how design and sourcing misalignment can derail even the best-funded AI build-outs. <\/p>\n\n\n\n<p>Proprietary intelligence from <a href=\"https:\/\/intelligence.supplyframe.com\/nl\/commodity-iq-tariffs-more-disruptive-pandemic\/\" target=\"_blank\" rel=\"noreferrer noopener\">Supplyframe\u2019s Design-to-Source (DSI) network<\/a> shows the situation is already critical: Lead times for electronics components are at record highs, surpassing even pandemic-era peaks.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.forbes.com\/councils\/forbestechcouncil\/2025\/11\/25\/billion-dollar-ai-data-centers-why-supply-chain-risk-must-move-to-the-boardroom\/\">Read the full article on Forbes Technology Council.<\/a><\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Much of the public conversation about AI data centers emphasizes graphics processing units (GPUs), energy scale and monetization of AI models. What gets overlooked is how design and sourcing misalignment can derail even the best-funded AI build-outs. Proprietary intelligence from Supplyframe\u2019s Design-to-Source (DSI) network shows the situation is already critical: Lead times for electronics components [&hellip;]<\/p>","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[104],"tags":[18,47,129,77],"class_list":["post-7581","post","type-post","status-publish","format-standard","hentry","category-news","tag-artificial-intelligence","tag-industry-news","tag-industry-trends","tag-supply-chain"],"blocksy_meta":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.3 (Yoast SEO v25.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Billion-Dollar AI Data Centers: Why Supply Chain Risk Must Move To The Boardroom - Supplyframe<\/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:\/\/intelligence.supplyframe.com\/nl\/ai-data-centers-supply-chain-risk\/\" \/>\n<meta property=\"og:locale\" content=\"nl_NL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Billion-Dollar AI Data Centers: Why Supply Chain Risk Must Move To The Boardroom\" \/>\n<meta property=\"og:description\" content=\"Much of the public conversation about AI data centers emphasizes graphics processing units (GPUs), energy scale and monetization of AI models. What gets overlooked is how design and sourcing misalignment can derail even the best-funded AI build-outs. Proprietary intelligence from Supplyframe\u2019s Design-to-Source (DSI) network shows the situation is already critical: Lead times for electronics components [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/intelligence.supplyframe.com\/nl\/ai-data-centers-supply-chain-risk\/\" \/>\n<meta property=\"og:site_name\" content=\"Supplyframe\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Supplyframe\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-26T17:37:10+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-26T17:37:13+00:00\" \/>\n<meta name=\"author\" content=\"Bradley Ramsey\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@Supplyframe\" \/>\n<meta name=\"twitter:site\" content=\"@Supplyframe\" \/>\n<meta name=\"twitter:label1\" content=\"Geschreven door\" \/>\n\t<meta name=\"twitter:data1\" content=\"Bradley Ramsey\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/\"},\"author\":{\"name\":\"Bradley Ramsey\",\"@id\":\"https:\/\/intelligence.supplyframe.com\/#\/schema\/person\/9cd6d101a383d3729cd45f2251afe6cf\"},\"headline\":\"Billion-Dollar AI Data Centers: Why Supply Chain Risk Must Move To The Boardroom\",\"datePublished\":\"2025-11-26T17:37:10+00:00\",\"dateModified\":\"2025-11-26T17:37:13+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/\"},\"wordCount\":85,\"publisher\":{\"@id\":\"https:\/\/intelligence.supplyframe.com\/#organization\"},\"keywords\":[\"Artificial Intelligence\",\"Industry News\",\"Industry Trends\",\"supply chain\"],\"articleSection\":[\"News\"],\"inLanguage\":\"nl-NL\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/\",\"url\":\"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/\",\"name\":\"Billion-Dollar AI Data Centers: Why Supply Chain Risk Must Move To The Boardroom - Supplyframe\",\"isPartOf\":{\"@id\":\"https:\/\/intelligence.supplyframe.com\/#website\"},\"datePublished\":\"2025-11-26T17:37:10+00:00\",\"dateModified\":\"2025-11-26T17:37:13+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/#breadcrumb\"},\"inLanguage\":\"nl-NL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/intelligence.supplyframe.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Billion-Dollar AI Data Centers: Why Supply Chain Risk Must Move To The Boardroom\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/intelligence.supplyframe.com\/#website\",\"url\":\"https:\/\/intelligence.supplyframe.com\/\",\"name\":\"Supplyframe\",\"description\":\"Supply Chain Resources for Electronics Manufacturing Professionals\",\"publisher\":{\"@id\":\"https:\/\/intelligence.supplyframe.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/intelligence.supplyframe.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"nl-NL\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/intelligence.supplyframe.com\/#organization\",\"name\":\"Supplyframe\",\"url\":\"https:\/\/intelligence.supplyframe.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"nl-NL\",\"@id\":\"https:\/\/intelligence.supplyframe.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/intelligence.supplyframe.com\/wp-content\/uploads\/2020\/08\/supplyframe-logo.png\",\"contentUrl\":\"https:\/\/intelligence.supplyframe.com\/wp-content\/uploads\/2020\/08\/supplyframe-logo.png\",\"width\":200,\"height\":45,\"caption\":\"Supplyframe\"},\"image\":{\"@id\":\"https:\/\/intelligence.supplyframe.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/Supplyframe\",\"https:\/\/x.com\/Supplyframe\",\"https:\/\/www.instagram.com\/supplyframe\/?hl=en\",\"https:\/\/www.linkedin.com\/company\/supplyframe\/\",\"https:\/\/www.youtube.com\/channel\/UCQshZe3jEHdF08FBZuZJKCg\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/intelligence.supplyframe.com\/#\/schema\/person\/9cd6d101a383d3729cd45f2251afe6cf\",\"name\":\"Bradley Ramsey\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"nl-NL\",\"@id\":\"https:\/\/intelligence.supplyframe.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/a06d4921bcb265d4b7f3f73d030dc9dba8fc79645a93359c20b8a0ce6c2fdd65?s=96&d=https%3A%2F%2Fintelligence.supplyframe.com%2Fwp-content%2Fuploads%2F2023%2F05%2Flogo-icon-white-1.png&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/a06d4921bcb265d4b7f3f73d030dc9dba8fc79645a93359c20b8a0ce6c2fdd65?s=96&d=https%3A%2F%2Fintelligence.supplyframe.com%2Fwp-content%2Fuploads%2F2023%2F05%2Flogo-icon-white-1.png&r=g\",\"caption\":\"Bradley Ramsey\"},\"url\":\"https:\/\/intelligence.supplyframe.com\/nl\/author\/bradley-ramsey\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Billion-Dollar AI Data Centers: Why Supply Chain Risk Must Move To The Boardroom - Supplyframe","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/intelligence.supplyframe.com\/nl\/ai-data-centers-supply-chain-risk\/","og_locale":"nl_NL","og_type":"article","og_title":"Billion-Dollar AI Data Centers: Why Supply Chain Risk Must Move To The Boardroom","og_description":"Much of the public conversation about AI data centers emphasizes graphics processing units (GPUs), energy scale and monetization of AI models. What gets overlooked is how design and sourcing misalignment can derail even the best-funded AI build-outs. Proprietary intelligence from Supplyframe\u2019s Design-to-Source (DSI) network shows the situation is already critical: Lead times for electronics components [&hellip;]","og_url":"https:\/\/intelligence.supplyframe.com\/nl\/ai-data-centers-supply-chain-risk\/","og_site_name":"Supplyframe","article_publisher":"https:\/\/www.facebook.com\/Supplyframe","article_published_time":"2025-11-26T17:37:10+00:00","article_modified_time":"2025-11-26T17:37:13+00:00","author":"Bradley Ramsey","twitter_card":"summary_large_image","twitter_creator":"@Supplyframe","twitter_site":"@Supplyframe","twitter_misc":{"Geschreven door":"Bradley Ramsey"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/#article","isPartOf":{"@id":"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/"},"author":{"name":"Bradley Ramsey","@id":"https:\/\/intelligence.supplyframe.com\/#\/schema\/person\/9cd6d101a383d3729cd45f2251afe6cf"},"headline":"Billion-Dollar AI Data Centers: Why Supply Chain Risk Must Move To The Boardroom","datePublished":"2025-11-26T17:37:10+00:00","dateModified":"2025-11-26T17:37:13+00:00","mainEntityOfPage":{"@id":"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/"},"wordCount":85,"publisher":{"@id":"https:\/\/intelligence.supplyframe.com\/#organization"},"keywords":["Artificial Intelligence","Industry News","Industry Trends","supply chain"],"articleSection":["News"],"inLanguage":"nl-NL"},{"@type":"WebPage","@id":"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/","url":"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/","name":"Billion-Dollar AI Data Centers: Why Supply Chain Risk Must Move To The Boardroom - Supplyframe","isPartOf":{"@id":"https:\/\/intelligence.supplyframe.com\/#website"},"datePublished":"2025-11-26T17:37:10+00:00","dateModified":"2025-11-26T17:37:13+00:00","breadcrumb":{"@id":"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/#breadcrumb"},"inLanguage":"nl-NL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/intelligence.supplyframe.com\/ai-data-centers-supply-chain-risk\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/intelligence.supplyframe.com\/"},{"@type":"ListItem","position":2,"name":"Billion-Dollar AI Data Centers: Why Supply Chain Risk Must Move To The Boardroom"}]},{"@type":"WebSite","@id":"https:\/\/intelligence.supplyframe.com\/#website","url":"https:\/\/intelligence.supplyframe.com\/","name":"Supplyframe","description":"Supply Chain Resources for Electronics Manufacturing Professionals","publisher":{"@id":"https:\/\/intelligence.supplyframe.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/intelligence.supplyframe.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"nl-NL"},{"@type":"Organization","@id":"https:\/\/intelligence.supplyframe.com\/#organization","name":"Supplyframe","url":"https:\/\/intelligence.supplyframe.com\/","logo":{"@type":"ImageObject","inLanguage":"nl-NL","@id":"https:\/\/intelligence.supplyframe.com\/#\/schema\/logo\/image\/","url":"https:\/\/intelligence.supplyframe.com\/wp-content\/uploads\/2020\/08\/supplyframe-logo.png","contentUrl":"https:\/\/intelligence.supplyframe.com\/wp-content\/uploads\/2020\/08\/supplyframe-logo.png","width":200,"height":45,"caption":"Supplyframe"},"image":{"@id":"https:\/\/intelligence.supplyframe.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/Supplyframe","https:\/\/x.com\/Supplyframe","https:\/\/www.instagram.com\/supplyframe\/?hl=en","https:\/\/www.linkedin.com\/company\/supplyframe\/","https:\/\/www.youtube.com\/channel\/UCQshZe3jEHdF08FBZuZJKCg"]},{"@type":"Person","@id":"https:\/\/intelligence.supplyframe.com\/#\/schema\/person\/9cd6d101a383d3729cd45f2251afe6cf","name":"Bradley Ramsey","image":{"@type":"ImageObject","inLanguage":"nl-NL","@id":"https:\/\/intelligence.supplyframe.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/a06d4921bcb265d4b7f3f73d030dc9dba8fc79645a93359c20b8a0ce6c2fdd65?s=96&d=https%3A%2F%2Fintelligence.supplyframe.com%2Fwp-content%2Fuploads%2F2023%2F05%2Flogo-icon-white-1.png&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/a06d4921bcb265d4b7f3f73d030dc9dba8fc79645a93359c20b8a0ce6c2fdd65?s=96&d=https%3A%2F%2Fintelligence.supplyframe.com%2Fwp-content%2Fuploads%2F2023%2F05%2Flogo-icon-white-1.png&r=g","caption":"Bradley Ramsey"},"url":"https:\/\/intelligence.supplyframe.com\/nl\/author\/bradley-ramsey\/"}]}},"_links":{"self":[{"href":"https:\/\/intelligence.supplyframe.com\/nl\/wp-json\/wp\/v2\/posts\/7581","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/intelligence.supplyframe.com\/nl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/intelligence.supplyframe.com\/nl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/intelligence.supplyframe.com\/nl\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/intelligence.supplyframe.com\/nl\/wp-json\/wp\/v2\/comments?post=7581"}],"version-history":[{"count":0,"href":"https:\/\/intelligence.supplyframe.com\/nl\/wp-json\/wp\/v2\/posts\/7581\/revisions"}],"wp:attachment":[{"href":"https:\/\/intelligence.supplyframe.com\/nl\/wp-json\/wp\/v2\/media?parent=7581"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/intelligence.supplyframe.com\/nl\/wp-json\/wp\/v2\/categories?post=7581"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/intelligence.supplyframe.com\/nl\/wp-json\/wp\/v2\/tags?post=7581"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}