[{"data":1,"prerenderedAt":486},["ShallowReactive",2],{"site-header":3,"site-footer":186,"menu-contact-card":286,"resource-detail-ai-network-foundation":306,"contact-card":430,"cards-block-resources-9073":450},{"mainNavigation":4,"solutions":154,"services":177},[5,33,81,109,127],{"id":6,"title":7,"slug":8,"linkField":9,"children":10},"264","Services","services",null,[11,19,26],{"id":12,"title":13,"slug":14,"textMultiLine":15,"linkField":16},"276","Global Internet Access","global-internet-access","Gain flexibility and future-proof your networks as you connect your global branches to the cloud.",{"url":17,"target":9,"label":13,"type":18},"https:\u002F\u002Fgnx.net\u002Fservices\u002Fglobal-internet-access","entry",{"id":20,"title":21,"slug":22,"textMultiLine":23,"linkField":24},"568","Point-to-point connectivity","point-to-point-connectivity","Secure, low-latency services for real-time and critical applications.",{"url":25,"target":9,"label":21,"type":18},"https:\u002F\u002Fgnx.net\u002Fservices\u002Fpoint-to-point-connectivity",{"id":27,"title":28,"slug":29,"textMultiLine":30,"linkField":31},"570","Cloud Fabric","cloud-fabric","Direct and high-performance cloud interconnect services for your sites and DCs worldwide.",{"url":32,"target":9,"label":28,"type":18},"https:\u002F\u002Fgnx.net\u002Fservices\u002Fcloud-fabric",{"id":34,"title":35,"slug":36,"linkField":9,"children":37},"266","Solutions","solutions",[38,45,52,59,66,73],{"id":39,"title":40,"slug":41,"textMultiLine":42,"linkField":43},"1535","ISP Aggregation","isp-aggregation","All you global internet services into one single contract, contact, and invoice.",{"url":44,"target":9,"label":9,"type":18},"https:\u002F\u002Fgnx.net\u002Fsolutions\u002Fisp-aggregation",{"id":46,"title":47,"slug":48,"textMultiLine":49,"linkField":50},"1531","SD-WAN & SASE Underlay","sd-wan-sase-underlay","Flexible and agile networks to power your SD-WAN and cloud-first strategies.",{"url":51,"target":9,"label":9,"type":18},"https:\u002F\u002Fgnx.net\u002Fsolutions\u002Fsd-wan-sase-underlay",{"id":53,"title":54,"slug":55,"textMultiLine":56,"linkField":57},"1533","Data center connectivity","datacenter-site-underlay","Private connectivity and global internet access services for your data centers worldwide.",{"url":58,"target":9,"label":9,"type":18},"https:\u002F\u002Fgnx.net\u002Fsolutions\u002Fdata-center-connectivity",{"id":60,"title":61,"slug":62,"textMultiLine":63,"linkField":64},"1606","Low-latency Networks","low-latency-networks","Meeting the high-frequency trading (HFT) needs of the most demanding buy-side and sell-side firms.",{"url":65,"target":9,"label":9,"type":18},"https:\u002F\u002Fgnx.net\u002Fsolutions\u002Flow-latency-trading-networks",{"id":67,"title":68,"slug":69,"textMultiLine":70,"linkField":71},"1684","Equinix Fabric","equinix-fabric","First- and last-mile connectivity to and from the Equinix digital edge.",{"url":72,"target":9,"label":9,"type":18},"https:\u002F\u002Fgnx.net\u002Fsolutions\u002Fequinix-fabric",{"id":74,"title":75,"slug":76,"textMultiLine":77,"linkField":78},"274","Partner Solutions","partner","Global internet and private underlay solutions for MSPs and System Integrators.",{"url":79,"target":9,"label":80,"type":18},"https:\u002F\u002Fgnx.net\u002Fpartner-connectivity-solutions","Partner",{"id":82,"title":83,"slug":84,"linkField":9,"children":85},"268","Platform","gnx-plus",[86,93,100],{"id":87,"title":88,"slug":89,"textMultiLine":90,"linkField":91},"280","GNX+ Platform","platform","There are WAN portals. 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touch",{"entry":287},{"id":245,"telephoneEurope":288,"telephoneAmericas":289,"telephoneMiddleEast":9,"telephoneSupportNoc":290,"footerSubNavigation":291,"navCardImage":302,"navCardTitle":282,"navCardCta":305},{"value":247,"label":248},{"value":250,"label":251},{"value":253,"label":254},[292,294,296,298,300],{"title":257,"linkField":293},{"url":259,"target":9,"label":257,"type":18},{"title":261,"linkField":295},{"url":263,"target":9,"label":261,"type":18},{"title":265,"linkField":297},{"url":267,"target":9,"label":265,"type":18},{"title":269,"linkField":299},{"url":125,"target":9,"label":269,"type":18},{"title":272,"linkField":301},{"url":274,"target":9,"label":272,"type":18},[303],{"uid":277,"url":278,"title":279,"alt":9,"focalPoint":304},[281,281],{"url":284,"target":9,"label":285},{"entry":307},{"id":308,"url":309,"title":310,"postDate":311,"image":312,"headerVideoEmbed":317,"teamMember":318,"selectedResourceTypes":328,"readingTime":333,"pagebuilder":334,"seomatic":412,"onPageNavigation":419},"9073","https:\u002F\u002Fgnx.net\u002Fresources\u002Fai-network-foundation","Yes, AI is cool. But first, let’s get the foundation right","2026-06-11T12:52:00+02:00",[313],{"uid":314,"url":315,"title":316,"alt":9},"1a97003d-ed52-421c-b467-59c112188208","https:\u002F\u002Fgnx-prod.ams3.digitaloceanspaces.com\u002Fimages\u002Fresources\u002F2026_06-AI-foundation-visuals.webp","2026 06 AI foundation visuals",[],[319],{"id":320,"image":321,"firstname":326,"lastname":327},"2866",[322],{"uid":323,"url":324,"title":325,"alt":9},"c26d516b-d93f-44bb-99d5-4a3f918dc7fb","https:\u002F\u002Fgnx-prod.ams3.digitaloceanspaces.com\u002Fimages\u002Fteam\u002FWebsite-Rutger.jpg","Website Rutger","Rutger","Bevaart",[329],{"title":330,"slug":331,"id":332},"Insights","insights","6994","4",[335,339,346,350,353,359,362,368,371,377,380,386,408],{"uid":336,"typeHandle":337,"anchor":338},"c96531c8-cc83-448b-ad24-ef3c700104ac","anchorBlock","intro",{"uid":340,"typeHandle":341,"wysiwyg":342},"3c7e14ec-6b73-40a5-9abf-a0b93fddd88e","textBlock",{"html":343,"rawHtml":343,"markdown":344,"plainText":345},"\u003Ch2>\u003Cspan style=\"color:#000000;\">AI is only as powerful as the network it runs on\u003C\u002Fspan>\u003C\u002Fh2>\u003Cp class=\"intro-text\">\u003Cspan style=\"color:#000000;\">Everyone wants to move on AI. So do we. The potential is real: faster decisions, leaner operations, products we couldn’t build before.\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan style=\"color:#000000;\">But I’ve spent my career building networks, and here’s the pattern I keep seeing: companies plan the AI initiative in detail and treat the network as a given. It isn’t. Underneath every data pipeline, every real-time inference call, every distributed workload sits a physical network of fiber, routers and peering points. And AI traffic is unforgiving on all of it. Training moves enormous volumes of data. Inference wants answers in milliseconds. Your model can be world-class, but if the round trip from your plant in Malaysia to your cloud region in Frankfurt is slow or unreliable, your application is slow or unreliable. That’s physics, not software.\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan style=\"color:#000000;\">The good news: building a foundation that can carry this isn’t magic. It comes down to four things.\u003C\u002Fspan>\u003C\u002Fp>","## \u003Cspan style=\"color:#000000;\">AI is only as powerful as the network it runs on\u003C\u002Fspan>\n\n\u003Cspan style=\"color:#000000;\">Everyone wants to move on AI. So do we. The potential is real: faster decisions, leaner operations, products we couldn’t build before.\u003C\u002Fspan>\n\n\u003Cspan style=\"color:#000000;\">But I’ve spent my career building networks, and here’s the pattern I keep seeing: companies plan the AI initiative in detail and treat the network as a given. It isn’t. Underneath every data pipeline, every real-time inference call, every distributed workload sits a physical network of fiber, routers and peering points. And AI traffic is unforgiving on all of it. Training moves enormous volumes of data. Inference wants answers in milliseconds. Your model can be world-class, but if the round trip from your plant in Malaysia to your cloud region in Frankfurt is slow or unreliable, your application is slow or unreliable. That’s physics, not software.\u003C\u002Fspan>\n\n\u003Cspan style=\"color:#000000;\">The good news: building a foundation that can carry this isn’t magic. It comes down to four things.\u003C\u002Fspan>","AI is only as powerful as the network it runs on\n\nEveryone wants to move on AI. So do we. The potential is real: faster decisions, leaner operations, products we couldn’t build before.\n\nBut I’ve spent my career building networks, and here’s the pattern I keep seeing: companies plan the AI initiative in detail and treat the network as a given. It isn’t. Underneath every data pipeline, every real-time inference call, every distributed workload sits a physical network of fiber, routers and peering points. And AI traffic is unforgiving on all of it. Training moves enormous volumes of data. Inference wants answers in milliseconds. Your model can be world-class, but if the round trip from your plant in Malaysia to your cloud region in Frankfurt is slow or unreliable, your application is slow or unreliable. That’s physics, not software.\n\nThe good news: building a foundation that can carry this isn’t magic. It comes down to four things.",{"uid":347,"typeHandle":348,"quote":349,"quotee":9},"183023c0-98c8-46b7-8074-7273fb764b72","quoteBlock","Your model can be world-class, but if the round trip from your plant in Malaysia to your cloud region in Frankfurt is slow or unreliable, your application is slow or unreliable. That’s physics, not software.",{"uid":351,"typeHandle":337,"anchor":352},"3d251db9-e15f-41fd-8449-1d29783c8d57","flexibility",{"uid":354,"typeHandle":341,"wysiwyg":355},"bb8814ab-6fdc-42c9-a97f-9b5bfea9b6ab",{"html":356,"rawHtml":356,"markdown":357,"plainText":358},"\u003Ch2>\u003Cspan style=\"color:#000000;\">Flexibility is the whole game\u003C\u002Fspan>\u003C\u002Fh2>\u003Cp>\u003Cspan style=\"color:#000000;\">AI demand doesn’t follow a forecast. A team starts training it, and bandwidth needs jump tenfold. A new site comes online. A workload moves to a different cloud region.\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan style=\"color:#000000;\">Here’s the part that surprises people: in most organizations, the constraint isn’t budget or talent. It’s lead time. If upgrading a circuit takes a six-month procurement cycle, your AI initiative runs at the speed of your slowest contract. Networks you can scale in days (not quarters) are what separate the companies that move fast from the ones that announce they will.\u003C\u002Fspan>\u003C\u002Fp>","## \u003Cspan style=\"color:#000000;\">Flexibility is the whole game\u003C\u002Fspan>\n\n\u003Cspan style=\"color:#000000;\">AI demand doesn’t follow a forecast. A team starts training it, and bandwidth needs jump tenfold. A new site comes online. A workload moves to a different cloud region.\u003C\u002Fspan>\n\n\u003Cspan style=\"color:#000000;\">Here’s the part that surprises people: in most organizations, the constraint isn’t budget or talent. It’s lead time. If upgrading a circuit takes a six-month procurement cycle, your AI initiative runs at the speed of your slowest contract. Networks you can scale in days (not quarters) are what separate the companies that move fast from the ones that announce they will.\u003C\u002Fspan>","Flexibility is the whole game\n\nAI demand doesn’t follow a forecast. A team starts training it, and bandwidth needs jump tenfold. A new site comes online. A workload moves to a different cloud region.\n\nHere’s the part that surprises people: in most organizations, the constraint isn’t budget or talent. It’s lead time. If upgrading a circuit takes a six-month procurement cycle, your AI initiative runs at the speed of your slowest contract. Networks you can scale in days (not quarters) are what separate the companies that move fast from the ones that announce they will.",{"uid":360,"typeHandle":337,"anchor":361},"ebbbd4ec-9f4a-4cb2-b8c4-85f9cf31f6ed","resilience",{"uid":363,"typeHandle":341,"wysiwyg":364},"247d1416-f5e2-4915-a6cc-ccf6e646f11e",{"html":365,"rawHtml":365,"markdown":366,"plainText":367},"\u003Ch2>\u003Cspan style=\"color:#000000;\">Resilience isn't optional\u003C\u002Fspan>\u003C\u002Fh2>\u003Cp>\u003Cspan style=\"color:#000000;\">Outages happen. The question isn’t whether your network will face pressure, it’s whether it absorbs it or amplifies it.\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan style=\"color:#000000;\">The textbook answer is diverse paths and redundant connections. The reality is messier, and this is where some technical understanding pays off. Two circuits from two different carriers can still run through the same duct, the same cable landing station, the same metro ring. Diverse on paper, one backhoe away from a joint failure in practice. The same goes for knowing whether a carrier actually owns the infrastructure in a region or is reselling someone else’s (on-net vs off-net). You only find this out by asking, and most contracts won’t volunteer it.\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan style=\"color:#000000;\">When your applications depend on real-time data, a few minutes of downtime isn’t an IT incident. It’s missed transactions, stalled production, and a conversation with customers you didn’t want to have.\u003C\u002Fspan>\u003C\u002Fp>","## \u003Cspan style=\"color:#000000;\">Resilience isn't optional\u003C\u002Fspan>\n\n\u003Cspan style=\"color:#000000;\">Outages happen. The question isn’t whether your network will face pressure, it’s whether it absorbs it or amplifies it.\u003C\u002Fspan>\n\n\u003Cspan style=\"color:#000000;\">The textbook answer is diverse paths and redundant connections. The reality is messier, and this is where some technical understanding pays off. Two circuits from two different carriers can still run through the same duct, the same cable landing station, the same metro ring. Diverse on paper, one backhoe away from a joint failure in practice. The same goes for knowing whether a carrier actually owns the infrastructure in a region or is reselling someone else’s (on-net vs off-net). You only find this out by asking, and most contracts won’t volunteer it.\u003C\u002Fspan>\n\n\u003Cspan style=\"color:#000000;\">When your applications depend on real-time data, a few minutes of downtime isn’t an IT incident. It’s missed transactions, stalled production, and a conversation with customers you didn’t want to have.\u003C\u002Fspan>","Resilience isn't optional\n\nOutages happen. The question isn’t whether your network will face pressure, it’s whether it absorbs it or amplifies it.\n\nThe textbook answer is diverse paths and redundant connections. The reality is messier, and this is where some technical understanding pays off. Two circuits from two different carriers can still run through the same duct, the same cable landing station, the same metro ring. Diverse on paper, one backhoe away from a joint failure in practice. The same goes for knowing whether a carrier actually owns the infrastructure in a region or is reselling someone else’s (on-net vs off-net). You only find this out by asking, and most contracts won’t volunteer it.\n\nWhen your applications depend on real-time data, a few minutes of downtime isn’t an IT incident. It’s missed transactions, stalled production, and a conversation with customers you didn’t want to have.",{"uid":369,"typeHandle":337,"anchor":370},"4c9435e9-4ed4-497e-b7e4-7ff9032ad5ae","manage",{"uid":372,"typeHandle":341,"wysiwyg":373},"8d2388ac-1d01-493d-9f43-061f779df11d",{"html":374,"rawHtml":374,"markdown":375,"plainText":376},"\u003Ch2>\u003Cspan style=\"color:#000000;\">You can't manage what you can't see\u003C\u002Fspan>\u003C\u002Fh2>\u003Cp>\u003Cspan style=\"color:#000000;\">Internet underlays bring flexibility. They also bring sprawl: dozens of ISPs, each with their own portal, contract, and help desk number. When something breaks at 2am, the expensive part usually isn’t the fix. It’s the hour spent working out who to call.\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan style=\"color:#000000;\">The organizations that run global networks well have one thing in common: a single view of the whole estate, and one place to act on it. Visibility isn’t a nice-to-have dashboard. It’s the difference between managing your network and being managed by it.\u003C\u002Fspan>\u003C\u002Fp>","## \u003Cspan style=\"color:#000000;\">You can't manage what you can't see\u003C\u002Fspan>\n\n\u003Cspan style=\"color:#000000;\">Internet underlays bring flexibility. They also bring sprawl: dozens of ISPs, each with their own portal, contract, and help desk number. When something breaks at 2am, the expensive part usually isn’t the fix. It’s the hour spent working out who to call.\u003C\u002Fspan>\n\n\u003Cspan style=\"color:#000000;\">The organizations that run global networks well have one thing in common: a single view of the whole estate, and one place to act on it. Visibility isn’t a nice-to-have dashboard. It’s the difference between managing your network and being managed by it.\u003C\u002Fspan>","You can't manage what you can't see\n\nInternet underlays bring flexibility. They also bring sprawl: dozens of ISPs, each with their own portal, contract, and help desk number. When something breaks at 2am, the expensive part usually isn’t the fix. It’s the hour spent working out who to call.\n\nThe organizations that run global networks well have one thing in common: a single view of the whole estate, and one place to act on it. Visibility isn’t a nice-to-have dashboard. It’s the difference between managing your network and being managed by it.",{"uid":378,"typeHandle":337,"anchor":379},"f947c19e-a2f6-42b9-b3de-fb1e5c5f8e6d","ai",{"uid":381,"typeHandle":341,"wysiwyg":382},"d8591b4f-2779-48b2-a81d-7c5122d03695",{"html":383,"rawHtml":383,"markdown":384,"plainText":385},"\u003Ch2>\u003Cspan style=\"color:#000000;\">So where does AI fit?\u003C\u002Fspan>\u003C\u002Fh2>\u003Cp>\u003Cspan style=\"color:#000000;\">On top of all of this.\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan style=\"color:#000000;\">AI, like every business application before it, performs as well as the infrastructure beneath it: flexible, resilient, secure, visible. Skip one, and the cracks show, usually at the worst possible moment.\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan style=\"color:#000000;\">The race to AI is real. But the winners won’t be the companies with the most use cases. They’ll be the ones who built something solid enough to run them on.\u003C\u002Fspan>\u003C\u002Fp>","## \u003Cspan style=\"color:#000000;\">So where does AI fit?\u003C\u002Fspan>\n\n\u003Cspan style=\"color:#000000;\">On top of all of this.\u003C\u002Fspan>\n\n\u003Cspan style=\"color:#000000;\">AI, like every business application before it, performs as well as the infrastructure beneath it: flexible, resilient, secure, visible. Skip one, and the cracks show, usually at the worst possible moment.\u003C\u002Fspan>\n\n\u003Cspan style=\"color:#000000;\">The race to AI is real. But the winners won’t be the companies with the most use cases. They’ll be the ones who built something solid enough to run them on.\u003C\u002Fspan>","So where does AI fit?\n\nOn top of all of this.\n\nAI, like every business application before it, performs as well as the infrastructure beneath it: flexible, resilient, secure, visible. Skip one, and the cracks show, usually at the worst possible moment.\n\nThe race to AI is real. But the winners won’t be the companies with the most use cases. They’ll be the ones who built something solid enough to run them on.",{"uid":387,"typeHandle":388,"title":389,"teamMember":390,"text":404,"linkField":406,"anchorId":9},"8ac62b4e-356b-4426-9473-26d1bfe62ff0","contactCard","Hi, we are GNX",[391],{"title":392,"position":393,"department":394,"image":399,"externalLink":402},"Rutger Bevaart","Co-founder & CEO",[395],{"id":396,"title":397,"slug":398},"5110","Management","management",[400],{"url":324,"alt":9,"title":325,"focalPoint":401},[281,281],{"url":403},"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Frutgerbevaart\u002F",{"html":405},"\u003Cp>We design and manage flexible, resilient global networks, all on a single automated platform. No scattered portals, no list of help desk numbers. Clear visibility and control, from the underlay up.\u003C\u002Fp>\u003Cp>Interested? Get in touch.\u003C\u002Fp>",{"type":18,"url":284,"target":9,"label":407},"Let's talk",{"uid":409,"typeHandle":410,"title":411,"sectionSelector":112},"b30ed6e9-13c4-48ad-a955-088abd8417b6","cardsBlock","Continue reading",{"metaTitleContainer":413,"metaTagContainer":414,"metaLinkContainer":415,"metaScriptContainer":416,"metaJsonLdContainer":417,"metaSiteVarsContainer":418},"{\"title\":{\"title\":\"Yes, AI is cool. But first, let’s get the foundation right. | GNX\"}}","{\"generator\":{\"content\":\"SEOmatic\",\"name\":\"generator\"},\"keywords\":{\"content\":\"Global internet provider\",\"name\":\"keywords\"},\"description\":{\"content\":\"AI is only as good as the infrastructure beneath it. 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manufacturing","https:\u002F\u002Fgnx.net\u002Fresources\u002Finternet-for-industrial-manufacturer","2026-06-09T14:22:38+02:00",[457],{"title":458,"slug":459,"id":460},"Case Study","case-study","7030",[462],{"url":463,"alt":464,"title":465},"https:\u002F\u002Fgnx-prod.ams3.digitaloceanspaces.com\u002Fimages\u002Fresources\u002FHeader_banner_CaseStudy_Atlascopco.webp","","Industrial manufacturing header",{"title":467,"url":468,"dateUpdated":469,"selectedResourceTypes":470,"image":472},"Business broadband, DIA, or 5G? 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