{"id":42610,"date":"2026-05-29T12:40:22","date_gmt":"2026-05-29T10:40:22","guid":{"rendered":"https:\/\/www.cloudmagazin.com\/2026\/05\/29\/vmware-cloud-foundation-9-1-private-ai-kubernetes\/"},"modified":"2026-07-23T16:00:00","modified_gmt":"2026-07-23T14:00:00","slug":"vmware-cloud-foundation-9-1-private-ai-kubernetes","status":"publish","type":"post","link":"https:\/\/www.cloudmagazin.com\/en\/2026\/05\/29\/vmware-cloud-foundation-9-1-private-ai-kubernetes\/","title":{"rendered":"VMware Cloud Foundation 9.1: AI workloads and the sovereignty question in your own data center"},"content":{"rendered":"<p style=\"color:#0bb7fd;font-size:0.9em;margin:0 0 16px;padding:0;\">7 min read<\/p>\n<p><strong>VMware Cloud Foundation 9.1 is now available, with a clear focus: AI workloads in your own data center instead of the public cloud. With support for the latest NVIDIA and AMD accelerators, Kubernetes management for up to 500 clusters, and built-in sovereignty features, this release directly addresses the DACH region\u2019s critical question\u2013who actually retains control over the data. The catch lies in the licensing agreement.<\/strong><\/p>\n<div style=\"background:#004a59;color:#fff;padding:32px 36px;margin:32px 0;border-radius:8px;\">\n<p style=\"margin:0 0 18px 0;font-size:0.95em;font-weight:800;text-transform:uppercase;letter-spacing:0.2em;color:#0bb7fd;border-bottom:2px solid rgba(11,183,253,0.25);padding-bottom:12px;\">Key Takeaways<\/p>\n<ul style=\"margin:0;padding-left:22px;color:rgba(255,255,255,0.92);line-height:1.6;\">\n<li style=\"margin-bottom:12px;\"><strong style=\"color:#0bb7fd;\">Private AI gets real.<\/strong> ESX 9.1 supports NVIDIA ConnectX-7, BlueField-3, and AMD MI350\u2013AI training in your own data center is now practical.<\/li>\n<li style=\"margin-bottom:12px;\"><strong style=\"color:#0bb7fd;\">Sovereignty is built in.<\/strong> Data residency controls and TPM-backed security hit the mark for regulated DACH industries.<\/li>\n<li><strong style=\"color:#0bb7fd;\">The bill hides in the contract.<\/strong> VCF 9.1 delivers technically, but the real trade-off is Broadcom\u2019s licensing model.<\/li>\n<\/ul>\n<\/div>\n<p style=\"font-size:0.88em;color:#666;margin:20px 0 32px 0;border-top:1px solid #e5e5e5;border-bottom:1px solid #e5e5e5;padding:10px 0;\"><span style=\"color:#004a59;font-weight:700;text-transform:uppercase;font-size:0.72em;letter-spacing:0.14em;margin-right:14px;\">Related:<\/span><a href=\"https:\/\/www.cloudmagazin.com\/en\/2026\/05\/29\/nvidia-800-vdc-gleichstrom-rechenzentrum-power-architektur\/\" style=\"color:#333;text-decoration:underline;\">800-volt DC for AI racks<\/a>&nbsp;&nbsp;<span style=\"color:#ccc;\">\/<\/span>&nbsp;&nbsp;<a href=\"https:\/\/www.cloudmagazin.com\/en\/2026\/05\/27\/growth-with-responsibility-how-a-german-data-center-operator-keeps-its-energy\/\" style=\"color:#333;text-decoration:underline;\">Data center energy efficiency and the EnEfG<\/a><\/p>\n<h2 style=\"padding-top:64px;margin-bottom:20px;\">What VCF 9.1 delivers technically<\/h2>\n<p><strong>What is VMware Cloud Foundation?<\/strong> VCF is an integrated platform that bundles compute, storage, networking, and management into a private cloud. It runs in your own data center and manages virtual machines, containers, and Kubernetes through a unified control plane. Version 9.1 has been available since May.<\/p>\n<p>The most exciting updates lie where AI meets infrastructure. ESX 9.1 now supports NVIDIA\u2019s ConnectX-7 and BlueField-3 with Enhanced DirectPath, as well as the AMD MI350 as an accelerator. In plain terms: the hardware needed for AI training can now be passed through with near-native performance\u2013a long-standing weak spot in virtualized environments. VMware has closed that gap.<\/p>\n<p>On the Kubernetes side, the platform manages up to 500 clusters via a single control plane, with significantly faster provisioning thanks to linked-clone technology. Virtual machines, containers, and Kubernetes run side by side under the same management layer. Memory tiering also comes into play, using NVMe SSDs as a secondary storage layer to boost VM density and reduce total cost of ownership. These aren\u2019t just marketing claims\u2013they\u2019re the levers ops teams will feel in day-to-day operations.<\/p>\n<div style=\"background:#004a59;color:#fff;text-align:center;padding:40px 24px;margin:32px 0;border-radius:8px;\">\n<div style=\"font-size:3.4em;font-weight:800;color:#0bb7fd;letter-spacing:-0.03em;line-height:1;\">500<\/div>\n<div style=\"font-size:1em;color:rgba(255,255,255,0.88);margin-top:12px;max-width:520px;margin-left:auto;margin-right:auto;line-height:1.5;\">Kubernetes clusters can be managed via a single control plane, with provisioning up to 70 percent faster than the previous generation.<\/div>\n<div style=\"font-size:0.78em;color:rgba(255,255,255,0.5);margin-top:12px;\">Source: VMware Cloud Foundation 9.1 Release Notes, May 2026<\/div>\n<\/div>\n<h2 style=\"padding-top:64px;margin-bottom:20px;\">Why This Is a Sovereignty Issue in DACH<\/h2>\n<p>The real game-changer for operators in Germany, Austria, and Switzerland isn\u2019t GPU support\u2013it\u2019s sovereignty features. VCF 9.1 introduces data residency controls and TPM-backed security. For regulated industries\u2013from banking and insurance to healthcare\u2013this is the prerequisite for running AI on sensitive data at all.<\/p>\n<p>The public cloud remains a gray area for many of these workloads. If you send patient records or credit files through an AI model, you need to know where the data resides and who has legal access. A private platform with built-in residency controls shifts this question from an act of trust to a technical setting. That\u2019s exactly what NIS2, DORA, and the EU AI Act demand in practice.<\/p>\n<div style=\"margin:28px 0;border:1px solid #e5e5e5;border-radius:6px;overflow:hidden;\">\n<div style=\"background:#004a59;color:#fff;padding:12px 18px;font-size:0.78em;font-weight:700;text-transform:uppercase;letter-spacing:0.14em;\">Where VCF 9.1 Makes an Impact<\/div>\n<div style=\"padding:8px 0;\">\n<div style=\"display:flex;gap:18px;padding:12px 20px;border-bottom:1px solid #f0f0f0;\">\n<div style=\"min-width:150px;font-weight:700;color:#0bb7fd;\">AI Hardware<\/div>\n<div style=\"color:#333;line-height:1.55;\">NVIDIA ConnectX-7, BlueField-3, and AMD MI350 with Enhanced DirectPath<\/div>\n<\/div>\n<div style=\"display:flex;gap:18px;padding:12px 20px;border-bottom:1px solid #f0f0f0;\">\n<div style=\"min-width:150px;font-weight:700;color:#0bb7fd;\">Kubernetes<\/div>\n<div style=\"color:#333;line-height:1.55;\">Up to 500 clusters, 70% faster provisioning<\/div>\n<\/div>\n<div style=\"display:flex;gap:18px;padding:12px 20px;\">\n<div style=\"min-width:150px;font-weight:700;color:#0bb7fd;\">Sovereignty<\/div>\n<div style=\"color:#333;line-height:1.55;\">Data residency controls, TPM-backed security<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>This positions VCF as the answer to a question keeping many DACH companies up at night: How do I run AI without losing control of my data? The platform provides the technical foundation. But it doesn\u2019t make the strategic decision for you\u2013what belongs in-house and what can stay in the public cloud.<\/p>\n<h2 style=\"padding-top:64px;margin-bottom:20px;\">The Trade-Off No One Talks About<\/h2>\n<p>Technically, VCF 9.1 is a strong release. The real conversation starts with the price. Since Broadcom\u2019s acquisition, VMware\u2019s licensing model has changed noticeably. Bundling, mandatory subscriptions, and higher costs have left many existing customers wondering whether to stay or migrate. If you\u2019re planning VCF 9.1 as your private AI platform, you\u2019re also signing up for this licensing model\u2013not just the tech.<\/p>\n<figure style=\"margin:36px 0;padding:0;\">\n<blockquote style=\"position:relative;margin:0;padding:30px 34px 28px;background:linear-gradient(135deg,#013a47 0%,#004a59 100%);border-radius:12px;box-shadow:0 10px 30px rgba(0,40,60,0.18);overflow:hidden;\"><p>\n<span aria-hidden=\"true\" style=\"position:absolute;right:22px;top:6px;font-family:Georgia,serif;font-size:90px;line-height:1;color:#0bb7fd;opacity:0.18;\">&rdquo;<\/span><\/p>\n<div style=\"font-family:'SF Mono','Monaco','Consolas',monospace;font-size:10.5px;color:#0bb7fd;letter-spacing:0.18em;text-transform:uppercase;margin-bottom:13px;\">\/\/ Key point<\/div>\n<p style=\"margin:0;font-size:1.15em;line-height:1.6;color:#f2fafd;font-weight:500;position:relative;\">You don\u2019t choose a platform based on the spec sheet\u2013you choose it based on the five-year cost. VCF 9.1 wins on specs. The contract? That\u2019s for you to calculate.<\/p>\n<\/blockquote>\n<\/figure>\n<p>The math isn\u2019t the same for everyone. A company with a large VMware footprint and regulatory pressure for data sovereignty will find VCF 9.1 the obvious solution\u2013because migration and sovereignty would cost more than the subscription. A mid-sized business without major existing investments might run the numbers differently and look at Kubernetes-native alternatives without the VMware stack underneath. Both paths are valid. The only mistake is buying the tech and treating licensing costs as a surprise.<\/p>\n<p>What remains is a sober assessment: VCF 9.1 makes private AI infrastructure more mature and manageable than it was a year ago. It solves the sovereignty challenge convincingly on a technical level. But whether it\u2019s the right choice depends not on the features, but on what your organization will pay for this stack in five years\u2013and whether you\u2019re willing to bear that cost.<\/p>\n<h2 style=\"padding-top:64px;margin-bottom:20px;\">Frequently Asked Questions<\/h2>\n<details>\n<summary><strong>Is VCF 9.1 worth it for AI workloads in your own data center?<\/strong><\/summary>\n<p style=\"margin:8px 0 4px 24px;color:#555;line-height:1.6;\">Technically, yes. With support for NVIDIA ConnectX-7, BlueField-3, and AMD MI350, plus Enhanced DirectPath, virtualized AI training becomes practical with near-native performance. However, the decision heavily depends on the licensing model.<\/p>\n<\/details>\n<details>\n<summary><strong>What do the sovereignty features actually deliver?<\/strong><\/summary>\n<p style=\"margin:8px 0 4px 24px;color:#555;line-height:1.6;\">Data residency controls and TPM-backed security enable AI operations on sensitive data without ceding storage location or access to external providers. This directly addresses requirements from NIS2, DORA, and the EU AI Act.<\/p>\n<\/details>\n<details>\n<summary><strong>How many Kubernetes clusters does VCF 9.1 manage?<\/strong><\/summary>\n<p style=\"margin:8px 0 4px 24px;color:#555;line-height:1.6;\">Up to 500 clusters via a single control plane, with provisioning up to 70 percent faster than the previous generation. Virtual machines, containers, and Kubernetes all run under the same management umbrella.<\/p>\n<\/details>\n<details>\n<summary><strong>What\u2019s the biggest catch?<\/strong><\/summary>\n<p style=\"margin:8px 0 4px 24px;color:#555;line-height:1.6;\">The Broadcom licensing model. Bundling and mandatory subscriptions have driven up costs for many existing customers. If you\u2019re planning VCF 9.1, calculate the total cost over five years\u2013not just the technical benefits.<\/p>\n<\/details>\n<details>\n<summary><strong>Are there alternatives without the VMware stack?<\/strong><\/summary>\n<p style=\"margin:8px 0 4px 24px;color:#555;line-height:1.6;\">Yes. Kubernetes-native private cloud approaches without an underlying VMware stack are a viable option, especially for companies without a large legacy footprint. The effort then shifts from licensing to in-house platform expertise.<\/p>\n<\/details>\n<div style=\"margin:40px 0 24px 0;\">\n<p style=\"margin:0 0 12px 0;font-size:0.78em;font-weight:700;text-transform:uppercase;letter-spacing:0.18em;color:#666;\">More from the MBF Media Network<\/p>\n<div style=\"padding:14px 18px;border-left:3px solid #202528;background:#fafafa;margin-bottom:6px;\">\n<div style=\"font-size:0.7em;font-weight:700;color:#202528;text-transform:uppercase;letter-spacing:0.12em;margin-bottom:4px;\">mybusinessfuture<\/div>\n<p style=\"margin:0;\"><a href=\"https:\/\/mybusinessfuture.com\/generative-ki-mittelstand-78-prozent-nutzung-wirkung-dihk\/\" style=\"font-weight:600;line-height:1.4;color:#1a1a1a;text-decoration:none;\">Generative AI in SMEs: Why the 78% usage figure is misleading<\/a><\/p>\n<\/div>\n<div style=\"padding:14px 18px;border-left:3px solid #d65663;background:#fafafa;margin-bottom:6px;\">\n<div style=\"font-size:0.7em;font-weight:700;color:#d65663;text-transform:uppercase;letter-spacing:0.12em;margin-bottom:4px;\">digital-chiefs<\/div>\n<p style=\"margin:0;\"><a href=\"https:\/\/www.digital-chiefs.de\/hyperscaler-capex-725-milliarden-dach-cio-budget-cloud\/\" style=\"font-weight:600;line-height:1.4;color:#1a1a1a;text-decoration:none;\">The hyperscaler CapEx gamble\u2013and what it means for DACH CIOs<\/a><\/p>\n<\/div>\n<div style=\"padding:14px 18px;border-left:3px solid #69d8ed;background:#fafafa;\">\n<div style=\"font-size:0.7em;font-weight:700;color:#69d8ed;text-transform:uppercase;letter-spacing:0.12em;margin-bottom:4px;\">securitytoday<\/div>\n<p style=\"margin:0;\"><a href=\"https:\/\/www.securitytoday.de\/2026\/05\/29\/microsoft-defender-cve-2026-41091-aktiv-ausgenutzt-cisa-kev-soc\/\" style=\"font-weight:600;line-height:1.4;color:#1a1a1a;text-decoration:none;\">Defender under fire: Two actively exploited vulnerabilities<\/a><\/p>\n<\/div>\n<\/div>\n<p style=\"text-align:right;color:#868e96;font-size:0.85em;margin-top:48px;\"><em>Image source: AI-generated (May 2026), C2PA certificate embedded in image<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"VMware Cloud Foundation 9.1 brings AI workloads in-house to your data center: GPU support, 500-node clusters, and sovereignty-why the licensing deal\u2026","protected":false},"author":31,"featured_media":42742,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_yoast_wpseo_meta-robots-noindex":"","_yoast_wpseo_meta-robots-nofollow":"","_yoast_wpseo_meta-robots-adv":"","_yoast_wpseo_canonical":"","_yoast_wpseo_opengraph-title":"","_yoast_wpseo_opengraph-description":"","_yoast_wpseo_opengraph-image":"https:\/\/www.cloudmagazin.com\/wp-content\/uploads\/2026\/05\/vmware-cloud-foundation-9-1-private-ai-kubernetes-souveraenitaet-dach-cover-hero-2.jpg","_yoast_wpseo_opengraph-image-id":0,"_yoast_wpseo_twitter-title":"","_yoast_wpseo_twitter-description":"","_yoast_wpseo_twitter-image":"https:\/\/www.cloudmagazin.com\/wp-content\/uploads\/2026\/05\/vmware-cloud-foundation-9-1-private-ai-kubernetes-souveraenitaet-dach-cover-hero-2.jpg","_yoast_wpseo_twitter-image-id":0,"pre_headline":"","bildquelle":"","teasertext":"","language":"de","_evm_slot_owner":"","_evm_translation_lang":"","featured_post":0,"featured_post_sortierung":0,"_wp_old_slug":[],"footnotes":""},"categories":[924,931],"tags":[],"industry":[],"class_list":["post-42610","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-data-centers"],"evm_reading_time_minutes":6,"wpml_language":"en","wpml_translation_of":42603,"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>VMware Cloud Foundation 9.1: AI workloads and the sovereignty question in your own data center<\/title>\n<meta name=\"description\" content=\"Unlock AI workloads in your data center with VMware Cloud Foundation 9.1: GPU support, 500 clusters, sovereignty. 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