{"id":1162250,"date":"2025-07-25T10:01:00","date_gmt":"2025-07-25T10:01:00","guid":{"rendered":"https:\/\/www.capgemini.com\/in-en\/?p=1162250&#038;preview=true&#038;preview_id=1162250"},"modified":"2026-01-22T07:44:22","modified_gmt":"2026-01-22T07:44:22","slug":"redefining-the-human-ai-relationship-for-operational-excellence","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/","title":{"rendered":"Redefining the human-AI relationship for operational excellence"},"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>Redefining the human-AI relationship for operational excellence<\/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\">Capgemini<\/h5><h5 class=\"blog-date\">Jul 23, 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-11 col-lg-10 offset-md-1 offset-lg-1\"><div class=\"article-text article-quote-text\">\n<h2 class=\"wp-block-heading\" id=\"h-operational-excellence-comes-when-all-resources-are-deployed-according-to-their-strengths-when-implemented-effectively-ai-can-improve-productivity-unlocking-new-levels-of-performance-creativity-and-long-term-business-value\">Operational excellence comes when all resources are deployed according to their strengths. When implemented effectively, AI can improve productivity, unlocking new levels of performance, creativity, and long-term business value.<\/h2>\n\n\n\n<p>Humans are, and always will be, essential resources in any organization. Our relationship-building, creativity, and advanced decision-making skills make us ideally suited for strategic roles. We\u2019re good at time-consuming and repetitive tasks, too \u2013 but artificial intelligence (AI) can do them faster. Intelligent automation of these tasks can free up time for humans to focus on higher-value work and decision-making, ultimately driving more efficient use of organizational resources and supporting long-term sustainability goals.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-enhancing-essential-human-performance\">Enhancing essential human performance<\/h4>\n\n\n\n<p>AI has advanced beyond simply reacting to prompts written by humans, as in the case of Generative AI (Gen AI).<a href=\"https:\/\/www.capgemini.com\/insights\/expert-perspectives\/how-artificial-intelligence-can-drive-real-sustainability\/\" target=\"_blank\" rel=\"noreferrer noopener\"> Now, Gen AI can act as a user interface for us to interact with agentic AI<\/a>, or AI agents that can act and make decisions with various levels of autonomy. AI agents can perform complex tasks, collaborating with each other to optimize work and fact-check outputs<\/p>\n\n\n\n<p>However intelligent they are, AI agents still require human management. They are not designed to be leaders or decision-makers, so they will always need people to report to. We drive AI\u2019s focus and operation, dictating what tasks to take on. We are also responsible for checking agents\u2019 accuracy, managing their ethics, and solving problems as necessary. Beyond that, our job is to be human. In doing so, we play a critical role in aligning AI-powered operations with broader organizational values, including sustainability.<\/p>\n\n\n\n<p>In retail, for example, many workers spend an outsized amount of time searching for information, a major obstacle to productivity. With AI to do that work, humans are free to focus on delivering the kind of outstanding experience that leads to lasting customer loyalty. <a href=\"https:\/\/www.microsoft.com\/en-us\/industry\/blog\/retail\/2025\/04\/10\/more-human-centered-ret\" target=\"_blank\" rel=\"noreferrer noopener\">Stores are achieving up to 3.7% return on AI investment by using it to automate and execute store processes<\/a> like retrieving customer data and registering returns. The human element remains central to the retail customer experience. AI can\u2019t replicate the genuine human connection that human retail workers offer customers \u2013 but it can help workers focus on creating that connection. At the same time, reducing inefficiencies in everyday operations also means minimizing wasted energy, time, and materials \u2013 all of which are core to responsible resource stewardship.\u00a0<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;Beyond optimization: reinventing the human-AI relationship<\/h4>\n\n\n\n<p>Used strategically and intentionally, AI can enhance our capabilities. For the greatest effect, a reinvention of the human-AI relationship is required. Building a new framework for this relationship requires trust and transparency between humans and AI models and agents. It also requires that we have clear ownership of and accountability for the AI agents in our charge. In a meeting, for example, one employee should own the AI-powered notes and recap to avoid duplication. Small shifts in clarity and accountability can help build a culture of precision and waste reduction.<\/p>\n\n\n\n<p>\u2018Explainability\u2019 is another important factor: how do we ensure the humans in charge of AI agents understand the models well enough to demand and interpret effective outputs? AI management is emerging as a discipline in its own right \u2013 a refocusing of the discipline of information knowledge management. Employees need training to master AI, like with any other skill. Smart leaders know they have a responsibility to help people develop this skill, and to learn to use AI responsibly. This includes understanding how data-driven decisions impact resource use, emissions, and broader environmental, social, and governance (ESG) performance.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-strategic-partners-driving-business-value\">Strategic partners driving business value<\/h4>\n\n\n\n<p>As AI\u2019s capabilities expand, the key to unlocking its full potential lies through integrating it effectively with human insights. By delegating repetitive, time-consuming, data-focused tasks to intelligent systems, employees can focus their unique strengths to create greater business value. Managed strategically, AI can be an empowering technological partner in increasing productivity and advancing sustainable business models to make the most of people, data, and planetary resources.<\/p>\n\n\n\n<p>Microsoft provides the technological solutions, and Capgemini helps make sure those solutions are implemented effectively. From workforce enablement to change management, we help ensure AI delivers on its full potential. Discover how: <\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n<section class=\"latest-insights layout-odd \"><div class=\"container\"><div class=\"insight-title\"><h2 class=\"latest-insight-title\"><\/h2><\/div><div class=\"layout-single-card\">\n                      <div class=\"row align-items-center w-lg-100\">\n                        <div class=\"card-image-wrapper\">\n                                <div class=\"card-image\" data-image-url=\"https:\/\/www.capgemini.com\/in-en\/insights\/research-library\/ai-agents\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/07\/CRI-AI-agents_web-banner.jpg?w=2048&#038;quality=70 1x, https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/07\/CRI-AI-agents_web-banner.jpg?w=2048&#038;quality=70 2x\"\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\tmedia=\"(min-width: 1500px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/07\/CRI-AI-agents_web-banner.jpg?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/07\/CRI-AI-agents_web-banner.jpg?w=2048&#038;quality=70 2x\"\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\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/07\/CRI-AI-agents_web-banner.jpg?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/07\/CRI-AI-agents_web-banner.jpg?w=2048&#038;quality=70 2x\"\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\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/07\/CRI-AI-agents_web-banner.jpg?w=500&#038;quality=70 1x, https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/07\/CRI-AI-agents_web-banner.jpg?w=1000&#038;quality=70 2x\"\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\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/07\/CRI-AI-agents_web-banner.jpg\" alt=\"\" style=\"object-position: 50% 50%; object-fit: cover;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n                                <\/div>\n                            <\/div>\n                            <div class=\"col-12 col-md-5 col-lg-7\"><\/div>\n                        <div class=\"col-12 col-md-7 col-lg-5\">\n                            <a href=\"https:\/\/www.capgemini.com\/in-en\/insights\/research-library\/ai-agents\/\" aria-label=\"Rise of agentic AI\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Capgemini Research Institute<\/div>\n                                <h3 class=\"card-title\">Rise of agentic AI<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                     <\/div>\n                    <\/div><div class=\"layout-two-card cards-reversed\">\n                                <div class=\"row align-items-center\"><div class=\"card-image-wrapper\">\n                                <div class=\"card-image\" data-image-url=\"https:\/\/www.capgemini.com\/in-en\/insights\/research-library\/sustainability-and-value-creation\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/04\/Sustainability-and-value-creation-web-banner-1.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/04\/Sustainability-and-value-creation-web-banner-1.jpg?w=800&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 1500px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/04\/Sustainability-and-value-creation-web-banner-1.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/04\/Sustainability-and-value-creation-web-banner-1.jpg?w=800&#038;quality=70 2x\"\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\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/04\/Sustainability-and-value-creation-web-banner-1.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/04\/Sustainability-and-value-creation-web-banner-1.jpg?w=800&#038;quality=70 2x\"\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\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/04\/Sustainability-and-value-creation-web-banner-1.jpg?w=350&#038;quality=70 1x, https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/04\/Sustainability-and-value-creation-web-banner-1.jpg?w=700&#038;quality=70 2x\"\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\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/04\/Sustainability-and-value-creation-web-banner-1.jpg\" alt=\"\" style=\"object-position: 50% 50%; object-fit: cover;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n                                <\/div>\n                            <\/div><div class=\"col-12 col-md-6 col-lg-4 flex-sm-order-reverse\">\n                            <a href=\"https:\/\/www.capgemini.com\/in-en\/insights\/research-library\/ai-and-gen-ai-in-business-operations\/\" aria-label=\"How generative AI and agentic AI redefine business operations\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Capgemini Research Institute<\/div>\n                                <h3 class=\"card-title\">How generative AI and agentic AI redefine business operations<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                    <div class=\"col-12 col-md-6 col-lg-4\">\n                           <a href=\"https:\/\/www.capgemini.com\/in-en\/insights\/research-library\/sustainability-and-value-creation\/\" aria-label=\"Sustainability and value creation\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-center\">\n                                <div class=\"card-tag\">Capgemini Research Institute<\/div>\n                                <h3 class=\"card-title\">Sustainability and value creation<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                    <div class=\"col-12 col-lg-4 d-md-none d-lg-block\"><\/div><\/div>\n                    <\/div><div class=\"layout-two-card cards-normal\">\n                                <div class=\"row align-items-center\"><div class=\"card-image-wrapper\">\n                                <div class=\"card-image\" data-image-url=\"https:\/\/www.capgemini.com\/in-en\/insights\/research-library\/sustainable-gen-ai\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=800&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 1500px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=800&#038;quality=70 2x\"\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\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=800&#038;quality=70 2x\"\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\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=350&#038;quality=70 1x, https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/01\/Sustainable-Gen-AI-1.jpg?w=700&#038;quality=70 2x\"\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\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/01\/Sustainable-Gen-AI-1.jpg\" alt=\"\" style=\"object-position: 50% 50%; object-fit: cover;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n                                <\/div>\n                            <\/div><div class=\"col-12 col-lg-4 d-md-none d-lg-block\"><\/div><div class=\"col-12 col-md-6 col-lg-4\">\n                           <a href=\"https:\/\/www.capgemini.com\/in-en\/insights\/research-library\/sustainable-gen-ai\/\" aria-label=\"Sustainable Gen AI\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-center\">\n                                <div class=\"card-tag\">Capgemini Research Institute<\/div>\n                                <h3 class=\"card-title\">Sustainable Gen AI<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                    <div class=\"col-12 col-md-6 col-lg-4\">\n                            <a href=\"https:\/\/www.capgemini.com\/in-en\/insights\/research-library\/generative-ai-in-organizations-2024\/\" aria-label=\"Generative AI in organizations 2024\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Report<\/div>\n                                <h3 class=\"card-title\">Generative AI in organizations 2024<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                    <\/div>\n                    <\/div><\/div><\/section>\n\n","protected":false},"excerpt":{"rendered":"<p>This blog is part of a three-part series co-developed by Capgemini and Microsoft, exploring how AI-driven digitalization can accelerate operational excellence and sustainability. From enterprise-wide deployment to the evolving human-AI dynamic, the series highlights key enablers for unlocking value responsibly at scale.<\/p>\n","protected":false},"author":6434,"featured_media":1162251,"comment_status":"open","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":[],"brand":[],"service":[],"industry":[],"partners":[],"blog-topic":[287,162],"content-group":[],"class_list":["post-1162250","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","blog-topic-data-and-ai","blog-topic-sustainability"],"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>Redefining the human-AI relationship for operational excellence<\/title>\n<meta name=\"description\" content=\"Operational excellence comes when all resources are deployed according to their strengths. When implemented effectively, AI can improve productivity, unlocking new levels of performance, creativity, and long-term business value.\" \/>\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\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Redefining the human-AI relationship for operational excellence\" \/>\n<meta property=\"og:description\" content=\"Operational excellence comes when all resources are deployed according to their strengths. When implemented effectively, AI can improve productivity, unlocking new levels of performance, creativity, and long-term business value.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/\" \/>\n<meta property=\"og:site_name\" content=\"Capgemini India\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-25T10:01:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-22T07:44:22+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/10\/New-Web-preview-global.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"627\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Capgemini\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"subhranilsengupta\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/\",\"url\":\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/\",\"name\":\"Redefining the human-AI relationship for operational excellence\",\"isPartOf\":{\"@id\":\"https:\/\/www.capgemini.com\/in-en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/12\/Image-3-1.jpg\",\"datePublished\":\"2025-07-25T10:01:00+00:00\",\"dateModified\":\"2026-01-22T07:44:22+00:00\",\"author\":{\"@id\":\"https:\/\/www.capgemini.com\/in-en\/#\/schema\/person\/58294a1aa0e988be6cf89f6de4aacb24\"},\"description\":\"Operational excellence comes when all resources are deployed according to their strengths. When implemented effectively, AI can improve productivity, unlocking new levels of performance, creativity, and long-term business value.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/#breadcrumb\"},\"inLanguage\":\"en-IN\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-IN\",\"@id\":\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/#primaryimage\",\"url\":\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/12\/Image-3-1.jpg\",\"contentUrl\":\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/12\/Image-3-1.jpg\",\"width\":5120,\"height\":2880},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.capgemini.com\/in-en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Redefining the human-AI relationship for operational excellence\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.capgemini.com\/in-en\/#website\",\"url\":\"https:\/\/www.capgemini.com\/in-en\/\",\"name\":\"Capgemini India\",\"description\":\"Capgemini\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.capgemini.com\/in-en\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-IN\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.capgemini.com\/in-en\/#\/schema\/person\/58294a1aa0e988be6cf89f6de4aacb24\",\"name\":\"subhranilsengupta\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-IN\",\"@id\":\"https:\/\/www.capgemini.com\/in-en\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/fd33bfe5407b63459e4c2bc633a1a330aa1033311e6a0a3b8ac41da1047b35a6?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/fd33bfe5407b63459e4c2bc633a1a330aa1033311e6a0a3b8ac41da1047b35a6?s=96&d=mm&r=g\",\"caption\":\"subhranilsengupta\"},\"url\":\"https:\/\/www.capgemini.com\/in-en\/author\/subhranilsengupta\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Redefining the human-AI relationship for operational excellence","description":"Operational excellence comes when all resources are deployed according to their strengths. When implemented effectively, AI can improve productivity, unlocking new levels of performance, creativity, and long-term business value.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/","og_locale":"en_US","og_type":"article","og_title":"Redefining the human-AI relationship for operational excellence","og_description":"Operational excellence comes when all resources are deployed according to their strengths. When implemented effectively, AI can improve productivity, unlocking new levels of performance, creativity, and long-term business value.","og_url":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/","og_site_name":"Capgemini India","article_published_time":"2025-07-25T10:01:00+00:00","article_modified_time":"2026-01-22T07:44:22+00:00","og_image":[{"width":1200,"height":627,"url":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/10\/New-Web-preview-global.jpg","type":"image\/jpeg"}],"author":"Capgemini","twitter_card":"summary_large_image","twitter_misc":{"Written by":"subhranilsengupta","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/","url":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/","name":"Redefining the human-AI relationship for operational excellence","isPartOf":{"@id":"https:\/\/www.capgemini.com\/in-en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/#primaryimage"},"image":{"@id":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/#primaryimage"},"thumbnailUrl":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/12\/Image-3-1.jpg","datePublished":"2025-07-25T10:01:00+00:00","dateModified":"2026-01-22T07:44:22+00:00","author":{"@id":"https:\/\/www.capgemini.com\/in-en\/#\/schema\/person\/58294a1aa0e988be6cf89f6de4aacb24"},"description":"Operational excellence comes when all resources are deployed according to their strengths. When implemented effectively, AI can improve productivity, unlocking new levels of performance, creativity, and long-term business value.","breadcrumb":{"@id":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/#breadcrumb"},"inLanguage":"en-IN","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/"]}]},{"@type":"ImageObject","inLanguage":"en-IN","@id":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/#primaryimage","url":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/12\/Image-3-1.jpg","contentUrl":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/12\/Image-3-1.jpg","width":5120,"height":2880},{"@type":"BreadcrumbList","@id":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.capgemini.com\/in-en\/"},{"@type":"ListItem","position":2,"name":"Redefining the human-AI relationship for operational excellence"}]},{"@type":"WebSite","@id":"https:\/\/www.capgemini.com\/in-en\/#website","url":"https:\/\/www.capgemini.com\/in-en\/","name":"Capgemini India","description":"Capgemini","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.capgemini.com\/in-en\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-IN"},{"@type":"Person","@id":"https:\/\/www.capgemini.com\/in-en\/#\/schema\/person\/58294a1aa0e988be6cf89f6de4aacb24","name":"subhranilsengupta","image":{"@type":"ImageObject","inLanguage":"en-IN","@id":"https:\/\/www.capgemini.com\/in-en\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/fd33bfe5407b63459e4c2bc633a1a330aa1033311e6a0a3b8ac41da1047b35a6?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/fd33bfe5407b63459e4c2bc633a1a330aa1033311e6a0a3b8ac41da1047b35a6?s=96&d=mm&r=g","caption":"subhranilsengupta"},"url":"https:\/\/www.capgemini.com\/in-en\/author\/subhranilsengupta\/"}]}},"blog_topic_info":[{"id":287,"name":"Data and AI"},{"id":162,"name":"Sustainability"}],"taxonomy_info":{"category":[{"id":1,"name":"Uncategorized","slug":"uncategorized"}],"blog-topic":[{"id":287,"name":"Data and AI","slug":"data-and-ai"},{"id":162,"name":"Sustainability","slug":"sustainability"}]},"parsely":{"version":"1.1.0","canonical_url":"https:\/\/capgemini.com\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/","smart_links":{"inbound":0,"outbound":0},"traffic_boost_suggestions_count":0,"meta":{"@context":"https:\/\/schema.org","@type":"NewsArticle","headline":"Redefining the human-AI relationship for operational excellence","url":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/","mainEntityOfPage":{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/"},"thumbnailUrl":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/12\/Image-3-1.jpg?w=150&h=150&crop=1","image":{"@type":"ImageObject","url":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/12\/Image-3-1.jpg"},"articleSection":"Uncategorized","author":[],"creator":[],"publisher":{"@type":"Organization","name":"Capgemini India","logo":""},"keywords":[],"dateCreated":"2025-07-25T10:01:00Z","datePublished":"2025-07-25T10:01:00Z","dateModified":"2026-01-22T07:44:22Z"},"rendered":"<meta name=\"parsely-title\" content=\"Redefining the human-AI relationship for operational excellence\" \/>\n<meta name=\"parsely-link\" content=\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/redefining-the-human-ai-relationship-for-operational-excellence\/\" \/>\n<meta name=\"parsely-type\" content=\"post\" \/>\n<meta name=\"parsely-image-url\" content=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/12\/Image-3-1.jpg?w=150&amp;h=150&amp;crop=1\" \/>\n<meta name=\"parsely-pub-date\" content=\"2025-07-25T10:01:00Z\" \/>\n<meta name=\"parsely-section\" content=\"Uncategorized\" \/>","tracker_url":"https:\/\/cdn.parsely.com\/keys\/capgemini.com\/p.js"},"jetpack_featured_media_url":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/12\/Image-3-1.jpg","archive_status":false,"featured_image_src":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/12\/Image-3-1.jpg","featured_image_alt":"","jetpack_sharing_enabled":true,"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Capgemini India","distributor_original_site_url":"https:\/\/www.capgemini.com\/in-en","push-errors":false,"featured_image_url":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/12\/Image-3-1.jpg","_links":{"self":[{"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/posts\/1162250","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/users\/6434"}],"replies":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/comments?post=1162250"}],"version-history":[{"count":1,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/posts\/1162250\/revisions"}],"predecessor-version":[{"id":1162253,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/posts\/1162250\/revisions\/1162253"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/media\/1162251"}],"wp:attachment":[{"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/media?parent=1162250"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/categories?post=1162250"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/tags?post=1162250"},{"taxonomy":"brand","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/brand?post=1162250"},{"taxonomy":"service","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/service?post=1162250"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/industry?post=1162250"},{"taxonomy":"partners","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/partners?post=1162250"},{"taxonomy":"blog-topic","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/blog-topic?post=1162250"},{"taxonomy":"content-group","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/content-group?post=1162250"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}