{"id":558924,"date":"2026-01-30T16:07:06","date_gmt":"2026-01-30T16:07:06","guid":{"rendered":"https:\/\/www.capgemini.com\/mx-es\/?p=558924&#038;preview=true&#038;preview_id=558924"},"modified":"2026-01-30T16:22:04","modified_gmt":"2026-01-30T16:22:04","slug":"why-scaling-ai-is-the-key-to-sustainable-business-transformation","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/mx-es\/insights\/expert-perspectives\/why-scaling-ai-is-the-key-to-sustainable-business-transformation\/","title":{"rendered":"Why scaling AI is the key to sustainable business transformation"},"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>Why scaling AI is the key to sustainable business transformation<\/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\/mx-es\/wp-content\/uploads\/sites\/28\/2026\/01\/aurelie.jpeg?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Aurelie Lustenberger<\/h5><h5 class=\"blog-date\">Sep 24, 2025<\/h5><\/div><\/div><div class=\"brand-image\"><\/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=\"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=1159866\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Abrir en una nueva ventana\"><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=1159866\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Abrir en una nueva ventana\"><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-ai-is-set-to-transform-organizations-including-in-terms-of-sustainability-scaling-sustainable-ai-across-the-enterprise-instead-of-simply-adding-isolated-use-cases-can-unlock-long-term-business-value-and-impact\">AI is set to transform organizations, including in terms of sustainability. Scaling sustainable AI across the enterprise \u2013 instead of simply adding isolated use cases \u2013 can unlock long-term business value and impact.<\/h2>\n\n\n\n<p>AI is fast emerging as a game-changer for productivity. It\u2019s also opening the door to smarter decision-making and greater agility \u2013 particularly when dealing with complex, cross-functional challenges. In sustainability, AI \u2013&nbsp;and especially agentic AI (with sustainability-focused agents) \u2013&nbsp;is already being leveraged for a variety of goals. Organizations are using agentic AI to advance climate strategy, energy efficiency, waste management, compliance reporting, and more. They\u2019re addressing social topics too, such as diversity and inclusion, employee training, and employee mental health.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-nbsp-technology-made-for-flexibility\">&nbsp;Technology made for flexibility<\/h3>\n\n\n\n<p>&nbsp;We know that adopting AI at scale is more operationally efficient, sustainable, and cost-effective than using it only for isolated cases. Scaled AI can drive greater impact and increased value across the company. But large-scale implementation represents a major investment. How can businesses ensure they reap the benefits and avoid the pitfalls?&nbsp;<\/p>\n\n\n\n<p>Organizations adopting AI most effectively start by identifying the problems at a strategic level, then working with an expert partner like Capgemini to design, deliver, and deploy a scaled solution. These cloud-based technologies are scalable by nature, tailored in response to business needs.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-nbsp-scaling-brings-increased-efficiency\">&nbsp;Scaling brings increased efficiency<\/h3>\n\n\n\n<p>&nbsp;While there are benefits to running AI agents in isolated use cases, scaling can ensure efficiency and therefore increased sustainability. Starting with a clear plan to launch at scale can help companies avoid issues resulting from uneven implementation. Defining an organization-wide strategy can help establish clear applications, avoid duplicated efforts, and prevent the kinds of inefficiencies typically caused by using multiple different systems in parallel.<\/p>\n\n\n\n<p>&nbsp;Scaling successfully also means process-wide implementation. AI is most effective when built into a process from end to end, instead of only in one stage. Take a multinational company\u2019s process for the month-end financial close as an example: From subsidiaries submitting their reports to the global accounting team consolidating them, then calculating liabilities, and submitting for CFO approval, there are multiple sequential steps that can drag out the timeline. However, if an AI agent is placed at every step \u2013&nbsp;validating subsidiary data, consolidating figures in real-time, flagging issues continuously, and so on \u2013 the company can avoid a frantic scramble at month-end. <a href=\"https:\/\/www.microsoft.com\/en-us\/dynamics-365\/blog\/business-leader\/2025\/05\/09\/a-new-era-in-business-processes-ai-agents-for-erp\/\">A fully \u2018agentified\u2019 process<\/a> will have smoother step-to-step transitions and fewer bottlenecks.&nbsp;<\/p>\n\n\n\n<p>No matter the use case, AI needs data. With data from across an organization, AI can conduct a richer, deeper, and more critical analysis. Unlike siloed AI solutions, which may miss vital pieces of information, a fully connected approach can manage processes and predict outcomes for a whole company. Equipped with robust data, AI agents can also cross-check data and analysis with other agents for a deeper, more accurate output.&nbsp;<\/p>\n\n\n\n<p>Scaled AI also allows for standardization. Data chains and AI that are connected by design ensure operations run smoothly. They ensure accurate data collection at every stage of the value chain and provide outputs that are aligned across the board.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-external-disclosures-scaled-ai-in-action\">External disclosures: scaled AI in action<\/h3>\n\n\n\n<p>&nbsp;To improve external disclosures processes such as CDP questionnaires, investors or shareholders questionnaires or regulatory reporting such as CSRD in Europe, employees must obtain information from both internal teams and suppliers, synthesize the inputs and then analyze the results.&nbsp;<\/p>\n\n\n\n<p>However, the work required to collect and organize this information is time-consuming and resource-intensive for human employees. AI can do it much more efficiently \u2013 freeing up the humans to focus their time and efforts on the next level of optimization and strategy. Specialized agents can be set up depending on the type of data and focus to serve multiple reporting needs instead of parallel data collection and computation.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-doing-it-right-the-first-time\">Doing it right the first time<\/h3>\n\n\n\n<p>&nbsp;With strategic, organization-wide AI adoption, businesses can achieve transformational results. Deploying agentic AI at scale can make processes more efficient, unlocking real business value and creating lasting impact across entire organizations. Agentic AI enables companies to not only more easily meet their compliance requirements (like CDP reporting) \u2013 it also liberates humans to focus on higher-value work.<\/p>\n\n\n\n<p>By scaling agentic AI with standardized systems and integrated data flows, its benefits can be fully realized. At Capgemini and Microsoft, we know that when AI is implemented with a clear purpose and on a large scale, it acts as a catalyst for sustainable transformation across the organization and beyond. Develop your company\u2019s catalyst today: <\/p>\n\n\n\n<p><a id=\"_msocom_1\"><\/a><\/p>\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\/mx-es\/insights\/biblioteca-de-investigacion\/tendencias-de-sostenibilidad-2025\/\">\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\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/09\/Sustainability-trends-2025_Banner_2880X1800.jpg?w=2048&#038;quality=70 1x, https:\/\/www.capgemini.com\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/09\/Sustainability-trends-2025_Banner_2880X1800.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\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/09\/Sustainability-trends-2025_Banner_2880X1800.jpg?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/09\/Sustainability-trends-2025_Banner_2880X1800.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\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/09\/Sustainability-trends-2025_Banner_2880X1800.jpg?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/09\/Sustainability-trends-2025_Banner_2880X1800.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\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/09\/Sustainability-trends-2025_Banner_2880X1800.jpg?w=500&#038;quality=70 1x, https:\/\/www.capgemini.com\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/09\/Sustainability-trends-2025_Banner_2880X1800.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\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/09\/Sustainability-trends-2025_Banner_2880X1800.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\/mx-es\/insights\/biblioteca-de-investigacion\/tendencias-de-sostenibilidad-2025\/\" aria-label=\"Un mundo en equilibrio 2025\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Report<\/div>\n                                <h3 class=\"card-title\">Un mundo en equilibrio 2025<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/mx-es\/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\/mx-es\/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\/mx-es\/insights\/biblioteca-de-investigacion\/agentes-de-ia\/\">\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\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/07\/CRI-AI-agents_web-banner.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/07\/CRI-AI-agents_web-banner.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\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/07\/CRI-AI-agents_web-banner.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/07\/CRI-AI-agents_web-banner.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\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/07\/CRI-AI-agents_web-banner.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/07\/CRI-AI-agents_web-banner.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\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/07\/CRI-AI-agents_web-banner.jpg?w=350&#038;quality=70 1x, https:\/\/www.capgemini.com\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/07\/CRI-AI-agents_web-banner.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\/mx-es\/wp-content\/uploads\/sites\/28\/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<\/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\/mx-es\/insights\/biblioteca-de-investigacion\/ia-y-gen-ai-en-las-operaciones-comerciales\/\" aria-label=\"IA y Gen AI en las operaciones comerciales\" 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\">IA y Gen AI en las operaciones comerciales<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/mx-es\/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\/mx-es\/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\/mx-es\/insights\/biblioteca-de-investigacion\/agentes-de-ia\/\" aria-label=\"Agentes de IA\" 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\">Agentes de IA<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/mx-es\/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\/mx-es\/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\/mx-es\/insights\/biblioteca-de-investigacion\/sostenibilidad-y-creacion-de-valor\/\">\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\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/04\/Sustainability-and-value-creation-web-banner-1.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/mx-es\/wp-content\/uploads\/sites\/28\/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\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/04\/Sustainability-and-value-creation-web-banner-1.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/mx-es\/wp-content\/uploads\/sites\/28\/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\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/04\/Sustainability-and-value-creation-web-banner-1.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/mx-es\/wp-content\/uploads\/sites\/28\/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\/mx-es\/wp-content\/uploads\/sites\/28\/2025\/04\/Sustainability-and-value-creation-web-banner-1.jpg?w=350&#038;quality=70 1x, https:\/\/www.capgemini.com\/mx-es\/wp-content\/uploads\/sites\/28\/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\/mx-es\/wp-content\/uploads\/sites\/28\/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-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\/mx-es\/insights\/biblioteca-de-investigacion\/sostenibilidad-y-creacion-de-valor\/\" aria-label=\"Sostenibilidad y creaci\u00f3n de valor\" 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\">Sostenibilidad y creaci\u00f3n de valor<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/mx-es\/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\/mx-es\/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\/mx-es\/insights\/biblioteca-de-investigacion\/gen-sostenible-ai\/\" aria-label=\"Gen AI sostenible\" 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\">Gen AI sostenible<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" 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From defining the data strategy for ESG performance to implementing reporting to steer ESG trajectory, she leverages data and analytics to drive sustainable business value for her clients. <\/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>AI is set to transform organizations, including in terms of sustainability. Scaling sustainable AI across the enterprise \u2013 instead of simply adding isolated use cases \u2013 can unlock long-term business value and impact.<\/p>\n","protected":false},"author":6434,"featured_media":558925,"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":[481,209],"brand":[],"service":[],"industry":[],"partners":[],"blog-topic":[49,57],"content-group":[],"class_list":["post-558924","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-ai","tag-sustainability","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>Why scaling AI is the key to sustainable business transformation - Capgemini Mexico<\/title>\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\/mx-es\/insights\/expert-perspectives\/why-scaling-ai-is-the-key-to-sustainable-business-transformation\/\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Why scaling AI is the key to sustainable business transformation\" \/>\n<meta property=\"og:description\" content=\"AI is set to transform organizations, including in terms of sustainability. 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