{"id":560395,"date":"2025-09-15T09:58:23","date_gmt":"2025-09-15T07:58:23","guid":{"rendered":"https:\/\/www.capgemini.com\/se-en\/?p=560395&#038;preview=true&#038;preview_id=560395"},"modified":"2025-09-16T11:01:12","modified_gmt":"2025-09-16T09:01:12","slug":"enhancing-it-ops-with-a-multi-ai-agent-approach","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/se-en\/insights\/expert-perspectives\/enhancing-it-ops-with-a-multi-ai-agent-approach\/","title":{"rendered":"Enhancing IT ops with a multi-AI agent approach"},"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>Enhancing IT ops with a multi-AI agent approach<\/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\/se-en\/wp-content\/uploads\/sites\/20\/2025\/06\/Dnyanesh-Joshi.jpg?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Dnyanesh Joshi<\/h5><h5 class=\"blog-date\">September 15, 2025<\/h5><\/div><\/div><div class=\"brand-image\"><\/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\/?p=1065402\" 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\/?p=1065402\" 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<h2 class=\"wp-block-heading\" id=\"h-across-the-enterprise-departments-are-placing-increased-demands-on-their-organization-s-data-to-enable-multi-ai-agents-it-s-the-it-operations-it-ops-department-s-challenge-to-deliver-the-optimal-environment-for-agentic-ai-to-eventually-bring-business-value\"><strong>Across the enterprise, departments are placing increased demands on their organization\u2019s data to enable multi-AI agents. It\u2019s the IT operations (IT ops) department\u2019s challenge to deliver the optimal environment for agentic AI to eventually bring business value.<\/strong><\/h2>\n\n\n\n<p>Enterprises are grappling with a volatile, uncertain business climate \u2013 and to address this, they are increasingly turning to their data to draw actionable insights that enable competitive advantages through agents.<\/p>\n\n\n\n<p>As networks grow more complex and the demands on them increase, IT ops departments need to develop better tools, including multi-AI agent systems to enhance the decision-making process by making recommendations aligned to set business goals.<\/p>\n\n\n\n<p>Properly designed and implemented agentic AI solutions are game-changers \u2013 but IT ops must be prepared to take advantage of these powerful tools, which requires a well-crafted plan and a partner that can deliver more than just the technology.<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>The IT ops imperative<\/strong><\/p>\n\n\n\n<p>In conversations with IT professionals, my Capgemini colleagues and I have identified a number of common challenges for IT operations at enterprises across all sectors. Simply stated, IT professionals are under pressure to boost service performance while reining in costs \u2013 including operating expenses and costs for infrastructure and cloud services. They\u2019re also under pressure to better identify, provision, and deploy the solutions required to allow other departments to take advantage of emerging technologies such as agentic AI.<\/p>\n\n\n\n<p>The organization\u2019s own data is an important source of the information required to help IT professionals achieve these goals. Unfortunately, legacy business intelligence systems often fail to satisfy their needs. There are several reasons for this:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Analytics systems rarely support strategic foresight and transformative innovation \u2013 instead providing business users with yet another dashboard.<\/li>\n\n\n\n<li>The results are often, at best, a topic for discussion at the next team meeting \u2013 not sufficient for a decision-maker to act upon immediately and with confidence.<\/li>\n\n\n\n<li>Systems typically fail to personalize their output to provide insights contextualized for the person viewing them \u2013 instead offering a generic, unsatisfying result.<\/li>\n\n\n\n<li>Systems often aggregate data within silos, which means their output still requires additional interpretation to be valuable.<\/li>\n<\/ul>\n\n\n\n<p>In short, many legacy systems miss the big picture, miss actionable meaning, miss the persona \u2013 and miss the point.<\/p>\n\n\n\n<p>Based on my experience, I recommend an organization address this through multi-AI agent systems.<\/p>\n\n\n\n<p>With the introduction of Gen AI Strategic Intelligence System by Capgemini, this could be the very system that bridges the gap between the old way, and a value-driven future. This system converts the vast amounts of data generated by each client, across their enterprise, into actionable insights. It is agentic: it operates continuously and is capable of independent decision-making, planning, and execution without human supervision. This agentic AI solution examines its own work to identify ways to improve it rather than simply responding to prompts. It\u2019s also able to collaborate with multiple AI agents with specialized roles, to engage in more complex problem-solving and deliver better results.<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>How would organizations potentially go about doing this? &nbsp;&nbsp;<\/strong><\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>Define the technology and business KPIs<\/strong><\/p>\n\n\n\n<p>First, organizations must establish well-defined KPIs and associated roadmaps to take full advantage of agentic AI recommendations \u2013 KPIs that align technology with business objectives.<\/p>\n\n\n\n<p>This starts by identifying the end goals \u2013 the core business objectives and associated KPIs relevant to IT operations. These represent the IT operation\u2019s key activities that support other departments as they contribute to the organization\u2019s value, and strengthening them is always a smart exercise. <strong>The good news is that even small improvements to any of these KPIs can deliver enormous benefits.<\/strong><\/p>\n\n\n\n<p>The roadmap should leverage pre-existing AI models to generate predictive insights. It should also ensure scalability, reliability, and manageability of all AI agents \u2013 not just within the realm of IT operations, but throughout the organization. And it should be designed to leverage domain-centric data products from disparate enterprise resource planning and IT systems.<\/p>\n\n\n\n<p>Finally, the roadmap must identify initiatives to ensure the quality and reliability of the organization\u2019s data by pursuing best-in-class data strategies. These include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Deploying the right platform to build secure, reliable, and scalable solutions<\/li>\n\n\n\n<li>Implementing an enterprise-wide governance framework<\/li>\n\n\n\n<li>Establishing the guardrails that protect data privacy, define how generative AI can be used, and shield brand reputation<\/li>\n<\/ul>\n\n\n\n<p class=\"has-medium-font-size\"><strong>Choose a partner that delivers more than tech<\/strong><\/p>\n\n\n\n<p>Second, the organization must engage the right strategic partner. While innovative agentic AI systems are essential, that partner must also be able to support the IT team with business transformation expertise and industry-specific knowledge.<\/p>\n\n\n\n<p>Capgemini leverages its technology expertise, its partnerships with all major platform providers, and its experience across multiple industrial sectors to design, deliver, and support agentic AI strategies and solutions that are secure, reliable, and tailored to the unique needs of its clients.<\/p>\n\n\n\n<p>Capgemini\u2019s solution draws upon the client\u2019s data ecosystem to perform root cause analysis of KPI changes, and then generates prescriptive recommendations and next-best actions \u2013 tailored to each persona within the IT department. The result is goal-oriented insights aligned with business objectives, ready to help IT empower the organization through actionable roadmaps for sustainable growth and competitive advantage.<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>*Meaningful, measurable benefits<\/strong><\/p>\n\n\n\n<p>Capgemini estimates that with the right implementation and support, the potential benefits include augmenting the IT workforce through autonomous processing, touchless data crunching, improved data and systems integrations, continuous monitoring of controls and compliance, and real-time access to reports and insights.<\/p>\n\n\n\n<p>The potential for IT operations to translate these internal gains into meaningful advantages for other departments across the enterprise means that leveraging agentic AI for its own strategic insights cannot be ignored<em>.<\/em><\/p>\n\n\n\n<p><strong><sup>*<\/sup><\/strong><strong>Results based on industry benchmarks and observed outcomes from similar initiatives with clients. Individual results will vary.<\/strong><\/p>\n\n\n\n<p>The Gen AI Strategic Intelligence System by Capgemini works across all industrial sectors, and integrates seamlessly with various corporate domains.\u00a0Download our PoV\u00a0<a href=\"https:\/\/www.capgemini.com\/se-en\/solutions\/gen-ai-strategic-intelligence-system-by-capgemini\/\">here<\/a>\u00a0to learn more or contact our below expert if you would like to discuss this further.<\/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 undefined\"><div class=\"container\"><div class=\"content-title\"><h2 data-maxlength=\"34\" class=\"people-heading-title\">Meet the 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\/se-en\/wp-content\/uploads\/sites\/20\/2025\/06\/Dnyanesh-Joshi.jpg\" alt=\"Dnyanesh Joshi\"\/>\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\">Dnyanesh Joshi<\/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>Large Deals Advisory, AI\/Analytics\/Gen-AI based IT\/Business Delivery oriented Deals Shaping Leader<\/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<\/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\">Dnyanesh is a seasoned Large Deals Advisory, AI\/Analytics\/Gen-AI based IT\/Business Delivery oriented Deals Shaping Leader with 24+ years of experience in Large Deals Wins by Value Creation through Pricing Strategy, Accelerator Frameworks\/Products, Gen-AI based Strategic Operating Model\/Productivity Gains, Enterprise Data Strategy, Enterprise, Data Governance, Gen-AI\/ Supervised, Unsupervised and Machine Learning based Business Metrics Enhancements and Technology Consulting. Other areas of expertise are Pre-sales and Solutions Selling, Product Development, Global Programs Delivery, Transformational Technologies implementation within BFSI, Telecom and Energy-Utility Domains.<\/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>Enterprises are grappling with a volatile, uncertain business climate \u2013 and to address this, they are increasingly turning to their data to draw actionable insights that enable competitive advantages through agents.<\/p>\n","protected":false},"author":315,"featured_media":560396,"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":"","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":true,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":""},"categories":[1],"tags":[517,457,238,518],"brand":[],"service":[172],"industry":[],"partners":[],"blog-topic":[86],"content-group":[],"class_list":["post-560395","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-agentic-ai","tag-ai","tag-artificial-intelligence","tag-it-ops","service-data-ai","blog-topic-data-and-ai"],"yoast_head":"<!-- This site is optimized with the 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