{"id":708876,"date":"2026-02-13T13:58:07","date_gmt":"2026-02-13T13:58:07","guid":{"rendered":"https:\/\/www.capgemini.com\/gb-en\/?post_type=research-and-insight&#038;p=708876"},"modified":"2026-02-16T14:10:42","modified_gmt":"2026-02-16T14:10:42","slug":"why-current-nocs-cant-scale-and-what-comes-next","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/gb-en\/insights\/research-library\/why-current-nocs-cant-scale-and-what-comes-next\/","title":{"rendered":"Why current NOCs\u00a0can\u2019t\u00a0scale\u00a0\u2013\u00a0and what comes next\u00a0"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/02\/DarkNoc.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/02\/DarkNoc.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/02\/DarkNoc.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/02\/DarkNoc.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/02\/DarkNoc.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/02\/DarkNoc.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/02\/DarkNoc.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/02\/DarkNoc.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/02\/DarkNoc.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:21% 56.99999999999999%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Engineering<\/span><\/div><\/div><div class=\"brandInfo\"><div class=\"brandLogo\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-engineering-white.svg\" alt=\"capgemini-engineering\" class=\"dark\"\/><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-engineering.svg\" alt=\"capgemini-engineering\" class=\"light\"\/><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Why current NOCs\u00a0can\u2019t\u00a0scale\u00a0&#8211;\u00a0and what comes next<\/h1><\/div><div class=\"inner-row-insight download-btn\"><\/div><\/div><\/div><\/div><\/div><\/header>\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-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\/?post_type=research-and-insight&amp;p=975561\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-tw\"><a href=\"https:\/\/twitter.com\/intent\/tweet?url=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=975561&amp;text=What%20matters%20to%20todays%20consumer%202024\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-tw\"><\/i><span class=\"sr-only\">Twitter<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=975561&amp;text=What%20matters%20to%20todays%20consumer%202024\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><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\"><div class=\"article-text article-quote-text\">\n<h3 class=\"wp-block-heading\" id=\"h-traditional-nocs-network-operations-centres-are-built-to-monitor-and-manage-network-performance-ensuring-infrastructure-runs-reliably-but-they-fail-to-deliver-what-modern-telcos-need-end-to-end-service-assurance-across-dynamic-digital-ecosystems-where-services-span-multiple-domains-platforms-and-partners\">Traditional NOCs (Network Operations Centres) are built to monitor and manage network performance \u2013 ensuring infrastructure runs reliably. But they fail to deliver what modern telcos need: end to end service assurance across dynamic digital ecosystems, where services span multiple domains, platforms and partners.\u00a0\u00a0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Enter\u00a0Dark NOCs\u00a0and their vision\u00a0to\u00a0move\u00a0beyond the limitations of traditional NOCs by combining\u00a0technologies\u00a0including\u00a0agentic AI\u00a0and\u00a0Gen\u00a0AI,\u00a0digital twins, semantic\u00a0modelling\u00a0and knowledge graphs to provide\u00a0context aware\u00a0coordinated decision making.\u00a0Their promise is to deliver\u00a0autonomous networks that\u00a0offer\u00a0a \u201cZero-X\u201d experience (zero wait, zero touch, zero trouble) and step-change improvements in operational performance.\u00a0\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yet&nbsp;as enterprises race to apply generative AI to autonomous operations and the \u201cDark NOC,\u201d a fundamental challenge becomes clear: how can these models reliably interact with structured data that lives in databases and operational systems of record?&nbsp;The future of operations is not more&nbsp;automation. It is&nbsp;intelligent&nbsp;autonomy. Here is how to get there.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-read-nbsp-our-point-of-view\">Read&nbsp;our point of view:<\/h3>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<a class=\"turtl-embed\" target=\"_blank\" style=\"width: 1000px; max-width: 100%;\" data-turtl-embed-type=\"animation\" data-turtl-link-text=\"Click to read\" data-turtl-width=\"340\" data-turtl-display-mode=\"lightbox\" data-turtl-animation-mode=\"hover\" data-turtl-color=\"#173d41\" data-turtl-story-id=\"696f8ab200fa097f9bbb6876\"  href=https:\/\/capgemini.turtl.co\/story\/from-siloed-nocs-to-autonomous-network-operations\/page\/1?teaser=yes title=\"From Siloed NOCs to Autonomous Network Operations\">Click to read From Siloed NOCs to Autonomous Network Operations<\/a>\n\n<!-- Please call embed.js only once per page -->\n\n<script async type=\"text\/javascript\" data-turtl-script=\"embed\" data-turtl-assets-hostname=https:\/\/assets.turtl.co src=https:\/\/app-static.turtl.co\/embed\/turtl.embed.v1.js><\/script>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-group 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 class=\"wp-block-paragraph\">This paper explores how these technologies transform structured operational data into an AI-ready format, enabling LLMs and generative AI to deliver meaningful, context-aware insights. You will learn how this approach expands automation, strengthens digital twins, and accelerates the path to intelligent, autonomous operations,&nbsp;laying&nbsp;the groundwork for the next generation of Dark NOCs.&nbsp;<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n\n<section class=\"section section--expert-perspectives\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 class=\"expert-heading\">Expert perspectives<\/h2><\/div><\/div><div class=\"expert-prospective-container\"><div class=\"row\"><\/div><\/div><\/div><\/section>\n\n\n<section class=\"section section--expert-slider wrapper-people-slider wp-block-cg-blocks-wrapper-people-slider\"><div class=\"container\"><div class=\"content-title\"><h2 data-maxlength=\"34\" class=\"people-heading-title\">Meet our experts<\/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\/gb-en\/wp-content\/themes\/capgemini2025\/assets\/images\/mockup.png\" alt=\"mf_submission_538060_1724340335\"\/>\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<\/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\">mf_submission_538060_1724340335<\/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<\/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<\/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<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\n\n<\/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>Traditional NOCs are built to\u00a0monitor\u00a0and\u00a0manage\u00a0network performance\u00a0\u2013 ensuring infrastructure runs reliably.\u00a0But they\u00a0fail to\u00a0deliver\u00a0what modern telcos need: end to end service assurance across dynamic digital ecosystems, where services span multiple domains,\u00a0platforms\u00a0and partners.\u00a0\u00a0<\/p>\n","protected":false},"author":87,"featured_media":708878,"template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[{\"uuid\":\"16a338b9-e343-40ff-9a67-d2899bd91ced\",\"blogId\":\"5\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/gb-en\/\",\"postLink\":\"https:\/\/www.capgemini.com\/gb-en\/insights\/research-library\/why-current-nocs-cant-scale-and-what-comes-next\/\",\"postId\":708876,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\",\"source\":\"cli-backfill\"}]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":true,"cg_dt_link_disabled":false,"footnotes":"","related_resource_url":"","related_resource_id":0,"related_resource_size":"","related_resource_type":"","cg_author":0,"_yoast_wpseo_primary_theme":0,"primary_term":"Engineering","featured_focal_points":"{\"x\":0.52,\"y\":0.47}"},"tags":[],"research-and-insight-type":[],"theme":[503],"brand":[144],"service":[],"industry":[],"partners":[],"content-group":[],"class_list":["post-708876","research-and-insight","type-research-and-insight","status-publish","has-post-thumbnail","hentry","theme-engineering","brand-capgemini-engineering"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.8) - 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