{"id":687178,"date":"2026-02-25T03:57:56","date_gmt":"2026-02-25T08:57:56","guid":{"rendered":"https:\/\/www.capgemini.com\/ca-en\/?p=687178&#038;preview=true&#038;preview_id=687178"},"modified":"2026-02-25T03:58:08","modified_gmt":"2026-02-25T08:58:08","slug":"from-innovation-to-transformation-how-ai-agents-are-shaping-the-future-of-work","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/ca-en\/insights\/expert-perspectives\/from-innovation-to-transformation-how-ai-agents-are-shaping-the-future-of-work\/","title":{"rendered":"From innovation to transformation: How AI agents are shaping the future of work"},"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>From innovation to transformation: How AI agents are shaping the future of work<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/cg-logo-white.svg?w=200&amp;quality=10\" alt=\"Capgemini Logo\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Gianluca Simeone &amp; Chiranth Ramaswamy<\/h5><h5 class=\"blog-date\">28 Jan 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?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" 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?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" 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?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" 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-imagine-this-for-a-future-work-experience-a-user-in-procurement-starts-the-day-by-asking-their-virtual-assistant-to-create-a-purchase-order\">Imagine this for a future work experience: a user in procurement starts the day by asking their virtual assistant to create a purchase order.<\/h3>\n\n\n\n<p>This is an action that requires only the basic facts, ranging from vendor and quantity to item and date, with no manual data entry needed to complete the process.<\/p>\n\n\n\n<p>Likewise, a manufacturing user asks their system to tell them what orders they are likely to miss today, and receives not just a detailed report of real-time progress against plan, but also a series of options for addressing potential problems.<\/p>\n\n\n\n<p>These and countless other use case scenarios form the true vision for business AI in the modern work environment. This vision is already building significant momentum, even while introducing various organizational and technical challenges \u2013 and it\u2019s only a couple of years away from transforming the everyday interaction with digital applications.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-early-gains\"><strong>Early gains<\/strong><\/h4>\n\n\n\n<p>The pace of AI and <a href=\"https:\/\/www.capgemini.com\/solutions\/drive-business-value-with-sap-generative-ai-and-business-ai\/\">Gen AI<\/a> adoption is obviously going to differ by organization, depending upon individual business use cases and perceived benefits. But to identify the tangible value underpinning these considerations is first to identify a future state, and imagine a way of working that combines human and machine components into a complete and harmonized whole.<\/p>\n\n\n\n<p>Such thinking typically puts the focus on \u201cquick wins\u201d made possible by AI, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Automating manual, repetitive tasks<\/strong>, which can extend from data entry to scheduling and report creation, thereby freeing people up to focus on more creative and complex work.<\/li>\n\n\n\n<li><strong>Boosting user productivity<\/strong>: where individuals no longer need to access a range of systems to complete tasks and find answers, and instead rely on AI agents to do the heavy lifting \u2013 while proactively delivering insight before they even seek it.<\/li>\n\n\n\n<li><strong>Streamlining business processes<\/strong>: where agents offer recommendations and autonomously taking actions across a range of commonly completed tasks.<\/li>\n\n\n\n<li><strong>Increasing business resilience<\/strong> by proactively designing response plans to critical scenarios.<\/li>\n\n\n\n<li><strong>Supporting complex SAP implementations<\/strong>: for example, supporting the project teams activities on <a href=\"https:\/\/www.capgemini.com\/insights\/expert-perspectives\/a-catalyst-for-change-gen-ai-in-rise-with-sap-transformations\/\">RISE with SAP and GROW with SAP integration<\/a>, working with an Augmented Software Development Life-cycle, and ensuring high data quality.<\/li>\n<\/ul>\n\n\n\n<p>According to the Capgemini Research Institute\u2019s report, <a href=\"https:\/\/www.capgemini.com\/insights\/research-library\/data-powered-enterprises-2024\/\"><em>Data-powered enterprises 2024<\/em><\/a>, AI has the capacity to streamline business processes and enhance business resilience. This aligns perfectly with the potential of Gen AI to transform user experiences and create new revenue opportunities.<\/p>\n\n\n\n<p>All told, Gen AI promises to transform the user experience in terms of the way we interact with information and back-end systems, discover insights, and find inspiration. Just as importantly, the technology is rapidly introducing new revenue opportunities and removing \u201cskills barriers\u201d \u2013 such as by enabling people to create complex spreadsheet analysis based on a simple query.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-bumps-in-the-road\"><strong>Bumps in the road<\/strong><\/h4>\n\n\n\n<p>When the potential of AI is combined with industry and business use cases, the reasons to act become even harder to ignore. Hence the growing focus today on removing any obstacles in the way \u2013 with the headlines being:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>A lack of trust<\/strong>: a concern that spans ethical considerations as well as a resistance inside many organizations to actively experiment with new \u2013 and therefore unproven \u2013 technologies.<\/li>\n\n\n\n<li><strong>A seeming lack of maturity<\/strong>: where decision-makers are waiting on the technology to become \u201cperfect\u201d before committing, held back by talk of AI hallucinations and output bias.<\/li>\n\n\n\n<li><strong>Regulatory concerns<\/strong>: where frameworks such as the European Union\u2019s AI Act 2024 aim to ensure AI systems are safe, transparent, and respectful of fundamental rights \u2013 but can impact future innovation.<\/li>\n\n\n\n<li><strong>Human nature<\/strong>: which sees people preferring the \u201ccomfort zone\u201d that comes with traditional ways of working.<\/li>\n<\/ul>\n\n\n\n<p>This last point is understandable given the fact that AI brings with it a demand to change standard operating procedures. A transformation takes place in the way tasks are completed, to optimize the mix of human and artificial intelligence required at distinct touchpoints along the way.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-a-dynamic-move-forward\"><strong>A dynamic move forward<\/strong><\/h4>\n\n\n\n<p>Overcoming these impediments is an important next step that requires the continued evangelization of AI and Gen AI from technology leaders. This is a task that Capgemini is heavily involved in, helping our customers to better understand the most suitable options for Gen AI \u2013 while also providing training and education to master the different aspects of change management.<\/p>\n\n\n\n<p>Such support is a vital way station for any AI roadmap, as organizations seek guidance on the right approach and common pitfalls, as well as ways to introduce the necessary safeguards and appropriate ways to keep a \u201chuman in the loop.\u201d<\/p>\n\n\n\n<p>The good news, certainly from a technical perspective, is that Gen AI does not require major changes to existing IT environments, especially when the AI capabilities offered by <a href=\"https:\/\/www.capgemini.com\/about-us\/technology-partners\/sap\/\">SAP <\/a>and global hyperscalers are taken into account. This situation might change with the advent of multi-agent AI systems, and the number of AI agents interacting autonomously \u2013 but that is a bridge most will worry about crossing when they finally reach it.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-final-thoughts\"><strong>Final thoughts<\/strong><\/h4>\n\n\n\n<p>Gen AI is often described as a train that is gaining speed. In this context, the key question facing organizations is when to get onboard: should they join now while advances are steady, or risk trying to gain access when the locomotive is hurtling through the station at full throttle?<\/p>\n\n\n\n<p>What\u2019s emerging as best practice is the idea of starting small and validating the potential of Gen AI for different use cases. This approach focuses on non-business-critical processes that can be addressed by out-of-the-box functionality available from providers like Capgemini and SAP. Once these initiatives prove their value, organizations gain the confidence to proceed with more advanced design strategy to tackle the bigger task of integrating Gen AI into the very fabric of day-to-day operations.<\/p>\n\n\n\n<p>Ultimately, it comes down to one overriding thought: how to ensure your business doesn\u2019t get left behind.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Watch this space for our next blog post.<\/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\">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\/ca-en\/wp-content\/uploads\/sites\/17\/2021\/05\/Gianluca-Simeone.jpg\" alt=\"Gianluca Simeone\"\/>\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=\"#WPBf7cf6b9a_aef6_4d05_b6e9_d7b703feedc5\" 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\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"http:\/\/it.linkedin.com\/in\/gsimeone\/\"><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\">Gianluca Simeone<\/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 Enterprise Packages Based Solutions CTIO &amp; Gen-AI<\/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=\"#WPBf7cf6b9a_aef6_4d05_b6e9_d7b703feedc5\" data-bs-expert-title=\"Gianluca Simeone\">\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\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"http:\/\/it.linkedin.com\/in\/gsimeone\/\"><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\">As Global PBS Chief Technology &#038; Innovation Lead, Gianluca shapes Capgemini\u2019s techno\u2011vision and drives digital transformation for key clients. He specializes in SAP BTP, Clean Core, SAP Business AI, and GenAI, delivering modern RISE &#038; GROW solutions. With 20+ years of experience across SAP and non\u2011SAP domains, he turns vision into global outcomes. 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We have received your form submission.\t\t\t\t<\/p>\n\t\t\t<\/div>\n\t\t\t<div class=\"mf_form__errors\">\n\t\t\t\t<p>We are sorry, the form submission failed. Please try again.<\/p>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t<script>\n\t\t\twindow.MF_CONFIG344241 = {\"344241\":{\"errors\":[],\"redirect\":\"\"}};\n\t\t<\/script>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\n\n\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\/ca-en\/wp-content\/uploads\/sites\/17\/2026\/02\/Chiranth-Ramaswamy.jpg\" alt=\"Chiranth Ramaswamy\"\/>\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=\"#WPB7db0f8aa_8dec_42b0_a082_e6d13609e254\" 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\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/chiranthramaswamy\/\"><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\">Chiranth Ramaswamy<\/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>Vice President, Global SAP CoE<\/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=\"#WPB7db0f8aa_8dec_42b0_a082_e6d13609e254\" data-bs-expert-title=\"Chiranth Ramaswamy\">\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\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/chiranthramaswamy\/\"><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\">Chiranth is a Global Gen AI Ninja and part of the Capgemini SAP CoE. He leads delivery of Gen AI Projects, training of associates and exploration of advances in Gen AI and has lead the build and deployment of Gen AI based tools and processes in Capgemini\u2019s SAP projects. 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