{"id":767575,"date":"2026-08-26T01:41:45","date_gmt":"2026-08-26T06:41:45","guid":{"rendered":"https:\/\/www.capgemini.com\/us-en\/?page_id=767575&#038;preview_id=767575"},"modified":"2026-08-26T01:41:49","modified_gmt":"2026-08-26T06:41:49","slug":"multi-agentic-anomaly-detection-application-mada","status":"publish","type":"page","link":"https:\/\/www.capgemini.com\/us-en\/solutions\/multi-agentic-anomaly-detection-application\/","title":{"rendered":"Multi-Agentic Anomaly Detection Application (MADA)"},"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\/08\/Telco_MADA_dotcom_2880x1800px_20260819.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Telco_MADA_dotcom_2880x1800px_20260819.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Telco_MADA_dotcom_2880x1800px_20260819.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Telco_MADA_dotcom_2880x1800px_20260819.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Telco_MADA_dotcom_2880x1800px_20260819.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Telco_MADA_dotcom_2880x1800px_20260819.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Telco_MADA_dotcom_2880x1800px_20260819.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Telco_MADA_dotcom_2880x1800px_20260819.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/08\/Telco_MADA_dotcom_2880x1800px_20260819.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" 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\">Solution<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Multi-Agentic Anomaly Detection Application (MADA): Agentic\u00a0intelligence for\u00a0autonomous\u00a0network\u00a0operations<\/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 section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"grid-container\"><div class=\"col-12 col-md-2\"><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\/?page_id=1239947\" 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-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/?page_id=1239947\" 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><div class=\"article-text article-quote-text\">\n<h2 id=\"h-multi-agentic-anomaly-detection-application-mada-uses-nbsp-agentic-ai-and-collaborative-autonomous-agents-to-predict-diagnose-and-remediate-network-issues-enabling-resilient-self-healing-and-increasingly-autonomous-telecom-operations-nbsp\" class=\"wp-block-heading\">Multi-Agentic Anomaly Detection Application (MADA) uses&nbsp;agentic AI and collaborative autonomous agents to predict, diagnose, and remediate network issues, enabling resilient, self-healing, and increasingly autonomous telecom operations.&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Telecom networks are becoming increasingly intelligent and complex, driven by AI-RAN, cloud-native architectures, Open RAN, edge computing, and autonomous services. Traditional operations can no longer keep pace with growing event volumes and operational complexity.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Capgemini&#8217;s Multi-Agentic Anomaly Detection Application (MADA) applies&nbsp;agentic AI through a decentralized swarm of specialized AI agents that collaboratively perceive network conditions, predict anomalies,&nbsp;perform impact analysis, recommend corrective actions, and autonomously execute remediation. The result is faster issue resolution, improved service reliability, reduced operational costs, and a clear path toward AI-native autonomous network operations.&nbsp;<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><em><strong>&#8220;Autonomous networks require more than intelligent automation. They require intelligent agents that collaborate, learn, adapt, and continuously improve network operations while keeping humans in control where it matters.&#8221;&nbsp;<\/strong>&nbsp;<\/em><\/p>\n<cite><strong>Subhankar Pal<\/strong><\/cite><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Communication service providers are operating networks that generate unprecedented volumes of telemetry, events, and operational data. As AI workloads, AI-RAN, cloud-native infrastructure, Open RAN, edge computing, and network slicing become mainstream, traditional operations based on dashboards, rule-based automation, and manual troubleshooting are no longer sufficient. Operators need intelligent systems capable of making decisions collaboratively and acting autonomously.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Capgemini&#8217;s Multi-Agentic Anomaly Detection Application (MADA) brings&nbsp;agentic AI into network operations through a decentralized multi-agent swarm architecture. Rather than relying on a centralized orchestrator, MADA distributes intelligence across specialized agents that collaborate dynamically to solve operational challenges:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Dispatcher agents<\/strong>&nbsp;route requests across the agent ecosystem&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Perceive agents<\/strong>&nbsp;continuously detect anomalies&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Plan agents<\/strong>&nbsp;correlate events using insights from the Network Digital Twin to predict failures&nbsp;and perform impact analysis&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Act agents<\/strong>&nbsp;execute closed-loop remediation&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Reflect agents<\/strong>&nbsp;continuously evaluate outcomes to improve future decisions<s>.<\/s>&nbsp;<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This collaborative intelligence enables networks to transition from reactive incident management to predictive, adaptive, and increasingly self-healing operations. MADA not only detects problems before they impact customers but also recommends and autonomously executes corrective actions while maintaining governance and human oversight when required.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Built on open agent communication standards including Agent-to-Agent (A2A), Agent-to-Human (A2H), and Model Context Protocol (MCP),&nbsp;MADA&nbsp;enables interoperable AI collaboration across telecom ecosystems.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By reducing mean time to detect and resolve incidents, improving SLA compliance, lowering operational expenditure, and enhancing customer experience, MADA provides communication service providers with a scalable foundation for AI-native, autonomous network operations.&nbsp;<\/p>\n\n\n\n<h3 id=\"h-use-nbsp-case-cyber-twin\" class=\"wp-block-heading\">Use&nbsp;case: Cyber Twin<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The Cyber Twin solution showcases MADA in action. Recognized through the <a href=\"https:\/\/www.tmforum.org\/catalysts\/projects\/C26.0.963\/cyber-twin-cyberaware-ontology-for-aiops\" type=\"link\" id=\"https:\/\/www.tmforum.org\/catalysts\/projects\/C26.0.963\/cyber-twin-cyberaware-ontology-for-aiops\" target=\"_blank\" rel=\"noreferrer noopener\">TM Forum Catalyst program<\/a>,&nbsp;Cyber Twin&nbsp;provides&nbsp;a semantic digital twin that combines network topology, service relationships, and cybersecurity data into a unified knowledge graph, providing a single source of truth for network and cyber operations.&nbsp;Leveraging this unified knowledge graph, Network Digital Twin technology, and collaborative&nbsp;agentic AI, MADA&nbsp;delivers&nbsp;predictive insights, autonomous decision-making, and closed-loop automation.&nbsp;This supports&nbsp;faster fault resolution, improved network resilience, and a practical pat<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\" section section--expert-slider wrapper-people-slider wp-block-cg-blocks-wrapper-people-slider\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 data-maxlength=\"34\" class=\"people-heading-title\">Meet our expert<\/h2><\/div><\/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\/us-en\/wp-content\/uploads\/sites\/30\/2023\/02\/Subhankar-Pal.jpg\" alt=\"Subhankar Pal\"\/>\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<li>\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"subnav-button--form\" href=\"javascript:void(0)\" aria-label=\"contact us\" data-bs-toggle=\"modal\" data-bs-target=\"#WPB421902e7_eec4_4460_8107_7ac3ba56c371\" data-bs-expert-title=\"1\">\n\t\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"ico-form\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\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<\/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\">Subhankar Pal<\/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>Global Innovation Leader \u2013 Intelligent Networks, Capgemini Engineering\u00a0<\/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<li>\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"subnav-button--form\" href=\"javascript:void(0)\" aria-label=\"contact us\" data-bs-toggle=\"modal\" data-bs-target=\"#WPB421902e7_eec4_4460_8107_7ac3ba56c371\" data-bs-expert-title=\"Subhankar Pal\">\n\t\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"ico-form\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\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<\/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\">Subhankar has over 25 years of experience in the telecommunications industry, specializing in advanced network automation, optimization, and sustainability, leveraging cloud-native architectures and machine learning for 5G and beyond. 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