{"id":538010,"date":"2025-03-13T05:14:35","date_gmt":"2025-03-13T05:14:35","guid":{"rendered":"https:\/\/www.capgemini.com\/mx-es\/?p=538010&#038;preview=true&#038;preview_id=538010"},"modified":"2025-03-19T03:12:38","modified_gmt":"2025-03-19T03:12:38","slug":"bringing-intelligence-to-the-telco-edge","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/mx-es\/insights\/expert-perspectives\/bringing-intelligence-to-the-telco-edge\/","title":{"rendered":"Bringing intelligence to the telco edge"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1>Bringing intelligence to the telco edge<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/mx-es\/wp-content\/uploads\/sites\/28\/2022\/08\/shamik-mishra-1.jpeg?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Shamik Mishra<\/h5><h5 class=\"blog-date\">Feb 24 2025<\/h5><\/div><\/div><div class=\"brand-image\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2020\/assets\/images\/capgemini-engineering-white.svg\" alt=\"capgemini-engineering\"\/><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para undefined section section--intro\"><div class=\"intro-para\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/mx-es\/insights\/expert-perspectives\/bringing-intelligence-to-the-telco-edge\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/mx-es\/insights\/expert-perspectives\/bringing-intelligence-to-the-telco-edge\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><h2 class=\"intro-para-title\">Co-locating 5G RAN and AI digital twins in the carrier\u2019s edge compute. Capgemini showcases AI-RAN at MWC 2025.<\/h2><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-11 col-lg-10 offset-md-1 offset-lg-1\"><div class=\"article-text article-quote-text\">\n<p>In 1952, computer science pioneer <a href=\"https:\/\/en.wikipedia.org\/wiki\/Grace_Hopper\" target=\"_blank\" rel=\"noreferrer noopener\">Rear Admiral Grace Hopper<\/a>, famously said, \u201cThe most dangerous phrase in the language is, \u2018We\u2019ve always done it this way.\u2019\u201d For telecom leaders, her words resonate as the sector faces major transformation.<\/p>\n\n\n\n<p>AI is now an operational reality, and 5G networks are evolving into platforms for advanced AI-driven applications. Initiatives like the <a href=\"https:\/\/ai-ran.org\/news\/industry-leaders-in-ai-and-wireless-form-ai-ran-alliance\/#:~:text=AI%20and%20RAN%20%E2%80%93%20integrating%20AI,new%20services%20to%20mobile%20users.\">AI RAN Alliance<\/a> integrate AI within Radio Access Networks (RAN), enabling telcos to create new revenue streams, offer new services, and enhance network performance.<\/p>\n\n\n\n<p>The AI RAN Alliance is based on three distinct concepts that are gaining significant traction among communications service providers (CSPs) and 5G operators that are eager to maximize returns on their 5G investments:&nbsp;<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>AI and RAN:<\/strong> Aims to run AI and RAN workloads on a shared accelerated infrastructure to maximize utilization while generating new revenue streams from AI-driven services.&nbsp;<\/li>\n\n\n\n<li><strong>AI on RAN:<\/strong> Focuses on deploying AI services directly at the network edge through RAN, enhancing operational efficiencies and creating new service opportunities for mobile users.&nbsp;<\/li>\n\n\n\n<li><strong>AI for RAN:<\/strong> Focuses on incorporating AI algorithms within radio signal processing to improve network performance and maximize spectral efficiency. The O-RAN community is also working on this concept with the definition of <a href=\"https:\/\/mediastorage.o-ran.org\/ngrg-rr\/nGRG-RR-2024-10-dApp%20use%20cases%20and%20requirements.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">dApps in the O-RAN architecture<\/a>.&nbsp;<\/li>\n<\/ol>\n\n\n\n<p>AI applications running at the edge are a major driver for enterprise markets, as the ability to provide AI and gen-AI-as-an-edge-service from shared RAN infrastructure can maximize the return on investment for telcos and enterprises alike. The question is, how can companies jumpstart this journey?&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-capgemini-nvidia-enabling-5g-ai-ran-for-the-edge-nbsp\">Capgemini + NVIDIA: Enabling 5G AI-RAN for the edge&nbsp;<\/h2>\n\n\n\n<p>Capgemini, using NVIDIA AI Aerial Platform, developed an innovative 5G AI-RAN reference architecture that supports these goals. The architecture will allow CSPs to deploy vRAN software as another workload together with AI workloads, allowing both 5G services and AI\/gen AI-as-a-service to be orchestrated on a common accelerated compute infrastructure. These co-located services will allow end consumers faster access to AI and gen AI agents, without compromising 5G quality of service. This shift is poised to unlock a new generation of services for CSPs.<\/p>\n\n\n\n<p>At Mobile World Congress (MWC) 2025, Capgemini is showcasing its collaboration with NVIDIA through a wind farm demo. We will show how core technology from NVIDIA and Capgemini, and advanced data capabilities, AI, and digital twin technology, can help teams better manage resources and proactively identify issues. The demo showcases several unique technology components and capabilities, including:&nbsp;&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A 5G vRAN stack running on the <a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/grace-hopper-superchip\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA <\/a><a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/grace-hopper-superchip\/\" target=\"_blank\" rel=\"noreferrer noopener\">GH200 <\/a><a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/grace-hopper-superchip\/\" target=\"_blank\" rel=\"noreferrer noopener\">Grace Hopper <\/a><a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/grace-hopper-superchip\/\" target=\"_blank\" rel=\"noreferrer noopener\">S<\/a><a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/grace-hopper-superchip\/\" target=\"_blank\" rel=\"noreferrer noopener\">uperchip<\/a>, powered by NVIDIA AI Aerial Layer-1 software libraries and Capgemini\u2019s 5G RAN Layer-2 and Layer-3 software. The NVIDIA <a href=\"https:\/\/www.nvidia.com\/en-in\/data-center\/grace-hopper-superchip\/\" target=\"_blank\" rel=\"noreferrer noopener\">GH200 Superchip<\/a>&nbsp; transforms the way large datasets and compute tasks are co-located and co-processed using acceleration\u2014unlocking new possibilities for telecommunications.&nbsp;<\/li>\n\n\n\n<li>The same NVIDIA GH200 also hosts AI-based application services for a 5G-connected wind farm. In this use case, wind turbines stream sensor data in near real time, enabling AI models hosted on the local 5G AI-RAN server, to process and infer outcomes from hundreds of sensors across the wind farm, and take actions such as modifying the speed or direction of the wind turbine via the 5G network.&nbsp;<\/li>\n\n\n\n<li>The wind farm aggregates data from hundreds of wind turbines, each with hundreds of sensors. These sensors generate streams of data vectors that are processed by AI models to infer actionable insights. Importantly, this system implements the concept of federated learning, which allows the aggregation of AI models into a global model. This method delivers accuracy comparable to traditional centralized approaches while significantly reducing bandwidth usage and maintaining data privacy. The AI model developed by Capgemini can process sensor inputs like sound from acoustic sensors and use it to reliably detect \u201cmetal fatigue\u201d and \u201cvibration\u201d which helps intervene before a catastrophic failure of the fan-blades.&nbsp;<\/li>\n\n\n\n<li>A digital twin of the windfarm provides a visual reference to the streams of data and AI insights being generated. The digital twin combines data from the sensors on the wind turbine as well as insights generated by the AI models and allows operations personnel to navigate and visualize the data. This will help energy companies\u2019 predict when they need adjustments to the wind turbine or schedule maintenance or replacement. Windmills connected over carrier 5G\/wireless networks will make energy management more intelligent by leveraging telco AI-RAN edge for digital twins of the managed windmills.&nbsp;<\/li>\n\n\n\n<li>The dual use of the NVIDIA GH200\u2014for both RAN connectivity and AI applications\u2014is orchestrated by Capgemini\u2019s EIRAx platform. EIRAx forecasts 5G network-compute demand and intelligently manages GPU resources.&nbsp;<\/li>\n\n\n\n<li>When network demand spikes, EIRAx, in combination with <a href=\"https:\/\/www.capgemini.com\/solutions\/edge-ready\/\" target=\"_blank\" rel=\"noreferrer noopener\">Capgemini\u2019s Intelligent Edge Application Platform (IEAP)<\/a>, can relocate lower-priority AI applications from one AI-RAN server to another edge server. This ensures uninterrupted service levels for both the 5G network and the wind farm AI applications.&nbsp;<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/02\/FUNCTIONAL-BLOCK-DIAGRAM_v5-NVIDIA.jpg\" alt=\"\" class=\"wp-image-1101769\"\/><\/figure>\n\n\n\n<p>\u201cInferencing for AI applications will place unique demands on mobile networks, making AI-ready distributed infrastructure an essential part of their network architecture,\u201d said Soma Velayutham, Vice President, Telecoms, NVIDIA. \u201cAI-RAN allows this infrastructure to serve both 5G and AI needs, benefiting operators and customers alike \u2014 and Capgemini\u2019s full-stack AI-RAN showcase using NVIDIA AI Aerial is a significant step toward advancing the AI-RAN ecosystem and commercialization.\u201d&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-3-steps-to-tap-the-potential-of-ai-ran-for-csps-nbsp-nbsp\">3 steps to tap the potential of AI-RAN for CSPs&nbsp;&nbsp;<\/h2>\n\n\n\n<p>The NVIDIA GH200 is an example of how innovation can challenge ways of thinking and open new horizons. By fusing AI with RAN, telcos can move beyond connectivity and become providers of next-gen AI services. This isn&#8217;t just about technology\u2014it&#8217;s ushering in a new era for the telecommunications industry, where AI is not just a tool but the very foundation for building and managing networks.<\/p>\n\n\n\n<p>To seize this opportunity, operators should focus on three key actions:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Investing in edge infrastructure<\/strong> that supports both network and AI applications. Platforms like Capgemini\u2019s IEAP and EIRAx ensure critical workloads are optimized in real time, enhancing customer experiences and operational efficiency.<\/li>\n\n\n\n<li><strong>Integrating AI as a core function<\/strong> of their network architecture. With platforms like the NVIDIA GH200 Superchip and Capgemini\u2019s orchestration solutions, CSPs can stay competitive and deliver intelligent, agile services to their customers.<\/li>\n\n\n\n<li><strong>Adopting federated learning<\/strong> to manage AI workloads efficiently, reduce bandwidth usage, and maintain data privacy, unlocking new AI-driven revenue streams without compromising network performance.<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-meet-us-at-mobile-world-congress-2025-march-3-6-at-booth-2k21-in-hall-2-to-experience-the-demo\">Meet us at Mobile World Congress 2025 (March 3-6) at booth 2K21 in Hall 2 to experience the demo. <\/h4>\n\n\n\n<div class=\"wp-block-cg-blocks-cta-popin-form\"><section class=\"cta-popin-form-block\"><div class=\"container\"><div class=\"cta-popin-btn-wrapper cta-popin-btn-align-center\"><a class=\"cta-popin-btn cta-popin-btn--filled-black \" href=\"https:\/\/www.capgemini.com\/news\/events\/mobile-world-congress-in-barcelona\/  \" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"Register now \" tabindex=\"0\">Register now <\/a><\/div><\/div><\/section><\/div>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><em><strong><a href=\"https:\/\/www.capgemini.com\/insights\/expert-perspectives\/telco-insights\/\" target=\"_blank\" rel=\"noreferrer noopener\">TelcoInsights<\/a><\/strong>&nbsp;is a series of posts about the latest trends and opportunities in the telecommunications industry \u2013 powered by a community of global industry experts and thought leaders.<\/em><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-wrapper-people-slider section section--expert-slider wrapper-people-slider undefined\"><div class=\"container\"><div class=\"content-title\"><h2 data-maxlength=\"34\" class=\"people-heading-title\">Author<\/h2><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/mx-es\/wp-content\/uploads\/sites\/28\/2022\/08\/shamik-mishra-1.jpeg\" alt=\"Shamik Mishra\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"abrir en una nueva ventana\" href=\"https:\/\/in.linkedin.com\/in\/shamik\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Shamik Mishra<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>CTO of Connectivity, Capgemini Engineering<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"abrir en una nueva ventana\" href=\"https:\/\/in.linkedin.com\/in\/shamik\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">Shamik Mishra is the Global CTO for connectivity, Capgemini Engineering. An experienced Technology and Innovation executive driving growth through technology innovation, strategy, roadmap, architecture, research, R&#038;D in telecommunication &#038; software domains. He has a rich experience in wireless, platform software and cloud computing domains, leading offer development &#038; new product introduction for 5G, Edge Computing, Virtualisation, Intelligent network operations.\n\n <\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div><\/div><\/div><div class=\"slider-nav\"><button class=\"slider-prev inactive\" aria-label=\"Slider-previous\" tabindex=\"-1\"><\/button><ul class=\"slider-paginator\"><\/ul><button class=\"slider-next\" aria-label=\"Slider-next\"><\/button><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>Co-locating 5G RAN and AI digital twins in the carrier\u2019s edge compute. Capgemini showcases AI-RAN at MWC 2025.<\/p>\n","protected":false},"author":71,"featured_media":538011,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"25e2c042-daf6-4258-ba76-2b864725e603\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"This blog is the part of the parent blog page: https:\/\/www.capgemini.com\/insights\/expert-perspectives\/telco-insights\/","cg_dg_source_changed":false,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"81","_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":""},"categories":[1],"tags":[],"brand":[81],"service":[],"industry":[],"partners":[],"blog-topic":[285],"content-group":[],"class_list":["post-538010","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","brand-capgemini-engineering","blog-topic-5g-and-edge"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Bringing intelligence to the telco edge - Capgemini Mexico<\/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:\/\/www.capgemini.com\/mx-es\/insights\/expert-perspectives\/bringing-intelligence-to-the-telco-edge\/\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bringing intelligence to the telco edge\" \/>\n<meta property=\"og:description\" content=\"Co-locating 5G RAN and AI digital twins in the carrier\u2019s edge compute. 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