{"id":580256,"date":"2026-03-31T17:17:25","date_gmt":"2026-03-31T15:17:25","guid":{"rendered":"https:\/\/www.capgemini.com\/es-es\/?post_type=research-and-insight&#038;p=580256"},"modified":"2026-04-20T10:19:15","modified_gmt":"2026-04-20T08:19:15","slug":"pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/","title":{"rendered":"Por qu\u00e9 los pilotos de IA tienen \u00e9xito, pero la transformaci\u00f3n de ingenier\u00eda se estanca"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/ERD-pulse-web-banner.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/ERD-pulse-web-banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/ERD-pulse-web-banner.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/ERD-pulse-web-banner.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/ERD-pulse-web-banner.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/ERD-pulse-web-banner.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/ERD-pulse-web-banner.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/ERD-pulse-web-banner.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/ERD-pulse-web-banner.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:21% 56.99999999999999%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Engineering<\/span><\/div><\/div><div class=\"brandInfo\"><div class=\"brandLogo\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-engineering-white.svg\" alt=\"capgemini-engineering\" class=\"dark\"\/><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-engineering.svg\" alt=\"capgemini-engineering\" class=\"light\"\/><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Por qu\u00e9 los pilotos de IA tienen \u00e9xito, pero la transformaci\u00f3n de ingenier\u00eda avanza m\u00e1s lentamente<\/h1><\/div><h2 class=\"reasearchInsightTitle\">IA como utility: reingenier\u00eda de la ingenier\u00eda para la era de la IA<br><\/h2><div class=\"inner-row-insight download-btn\"><\/div><\/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=\"grid-container\"><div class=\"col-12 col-md-2\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=975561\" 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-tw\"><a href=\"https:\/\/twitter.com\/intent\/tweet?url=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=975561&amp;text=What%20matters%20to%20todays%20consumer%202024\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><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?url=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=975561&amp;text=What%20matters%20to%20todays%20consumer%202024\" 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><div class=\"article-text article-quote-text\">\n<h3 class=\"wp-block-heading\" id=\"h-la-ia-ha-alcanzado-un-momento-decisivo-en-la-ingenieria-y-el-i-d-aunque-los-ejecutivos-del-sector-esperan-que-sea-transformadora-en-los-proximos-tres-anos-la-mayoria-de-las-organizaciones-siguen-atascadas-en-pilotos-que-no-logran-escalar-ni-generar-valor-sostenido\">La IA ha alcanzado un momento decisivo en la ingenier\u00eda y el I+D. Aunque los ejecutivos del sector esperan que sea transformadora en los pr\u00f3ximos tres a\u00f1os, la mayor\u00eda de las organizaciones siguen atascadas en pilotos que no logran escalar ni generar valor sostenido.<\/h3>\n\n\n\n<p>Seg\u00fan el informe del Capgemini Research Institute <em><a href=\"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pulso-ingenieria-i-d-2026\/\">Engineering &amp; R&amp;D Pulse 2026<\/a><\/em>, el reto no est\u00e1 en la capacidad de la IA, sino en c\u00f3mo se conceptualiza, gobierna e integra en todas las organizaciones de ingenier\u00eda.<\/p>\n\n\n\n<p>Actualmente, la IA sigue trat\u00e1ndose como el software tradicional: se aplica a problemas aislados, se implementa en silos y permanece desconectada de los procesos centrales de ingenier\u00eda, de las bases de datos y de la gobernanza. Este enfoque fragmentado limita el impacto, aumenta la complejidad y reduce la confianza y la escalabilidad. Como resultado, solo una peque\u00f1a proporci\u00f3n de las iniciativas de IA se traducen en un valor sostenido a nivel empresarial.<\/p>\n\n\n\n<p>En nuestro reciente punto de vista defendemos un planteamiento fundamentalmente distinto: la IA debe tratarse como una utility, dise\u00f1ada para ser segura, fiable y accesible por defecto.<\/p>\n\n\n\n<p>Cuando se integra en los sistemas, procesos y cultura de ingenier\u00eda, la IA puede ampliar \u2014no sustituir\u2014 a los equipos de ingenier\u00eda, permitiendo aplicar inteligencia justo donde genera un mayor impacto. Esta visi\u00f3n cobra vida a trav\u00e9s de la <a href=\"https:\/\/www.capgemini.com\/es-es\/soluciones\/eleva-tus-posibilidades-con-augmented-engineering\/\">Augmented Engineering<\/a>, que combina la experiencia humana en ingenier\u00eda con la IA en un modelo h\u00edbrido dise\u00f1ado para el rigor y la complejidad de los entornos de ingenier\u00eda. La Ingenier\u00eda Aumentada se sustenta en nuestro <em><a href=\"https:\/\/www.capgemini.com\/es-es\/noticias\/notas-de-prensa\/capgemini-unveils-strategic-ai-framework-to-turn-enterprise-ambition-into-measurable-business-impact\/\">Resonance AI Framework<\/a><\/em>, que proporciona los cimientos esenciales para las capacidades de IA, la preparaci\u00f3n organizativa y una colaboraci\u00f3n eficaz entre humanos y sistemas de IA a gran escala.<\/p>\n\n\n\n<div style=\"height:42px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<a class=\"turtl-embed\" target=\"_blank\" style=\"width: 850px; max-width: 100%;\" data-turtl-doc-type=\"turtl-doc\" data-turtl-embed-type=\"animation\" data-turtl-link-text=\"Click to read\" data-turtl-width=\"340\" data-turtl-display-mode=\"lightbox\" data-turtl-animation-mode=\"hover\" data-turtl-color=\"#173d41\" data-turtl-story-id=\"699dbb5344c222fa839ceb9a\"  href=https:\/\/capgemini.turtl.co\/story\/why-ai-pilots-succeed-but-ai-transformation-fails-at-scal\/page\/1?teaser=yes title=\"Why AI pilots succeed, but AI-transformation fails at scale\">Click to read Why AI pilots succeed, but AI-transformation fails at scale<\/a>\n\n<!-- Please call embed.js only once per page -->\n\n<script async type=\"text\/javascript\" data-turtl-script=\"embed\" data-turtl-assets-hostname=https:\/\/assets.turtl.co src=https:\/\/app-static.turtl.co\/embed\/turtl.embed.v2.js><\/script>\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\">Latest insights<\/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\/es-es\/investigacion\/biblioteca-de-investigacion\/pulso-ingenieria-i-d-2026\/\">\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\/es-es\/wp-content\/uploads\/sites\/16\/2025\/11\/DotCom_Banner_2880X1800.jpg?w=2048&#038;quality=70 1x, https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2025\/11\/DotCom_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\/es-es\/wp-content\/uploads\/sites\/16\/2025\/11\/DotCom_Banner_2880X1800.jpg?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2025\/11\/DotCom_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\/es-es\/wp-content\/uploads\/sites\/16\/2025\/11\/DotCom_Banner_2880X1800.jpg?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2025\/11\/DotCom_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\/es-es\/wp-content\/uploads\/sites\/16\/2025\/11\/DotCom_Banner_2880X1800.jpg?w=500&#038;quality=70 1x, https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2025\/11\/DotCom_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\/es-es\/wp-content\/uploads\/sites\/16\/2025\/11\/DotCom_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\/es-es\/investigacion\/biblioteca-de-investigacion\/pulso-ingenieria-i-d-2026\/\" aria-label=\"El pulso de la Ingenier\u00eda e I+D en 2026\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Report<\/div>\n                                <h3 class=\"card-title\">El pulso de la Ingenier\u00eda e I+D en 2026<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/es-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\/es-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\/es-es\/investigacion\/biblioteca-de-investigacion\/gen-ai-in-software\/\">\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\/es-es\/wp-content\/uploads\/sites\/16\/2024\/04\/Gen-AI-in-software-web-banner.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2024\/04\/Gen-AI-in-software-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\/es-es\/wp-content\/uploads\/sites\/16\/2024\/04\/Gen-AI-in-software-web-banner.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2024\/04\/Gen-AI-in-software-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\/es-es\/wp-content\/uploads\/sites\/16\/2024\/04\/Gen-AI-in-software-web-banner.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2024\/04\/Gen-AI-in-software-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\/es-es\/wp-content\/uploads\/sites\/16\/2024\/04\/Gen-AI-in-software-web-banner.jpg?w=350&#038;quality=70 1x, https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2024\/04\/Gen-AI-in-software-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\/es-es\/wp-content\/uploads\/sites\/16\/2024\/04\/Gen-AI-in-software-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\/es-es\/investigacion\/biblioteca-de-investigacion\/agentes-de-ia\/\" aria-label=\"Agentes de IA\" 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\">Agentes de IA<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/es-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\/es-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\/es-es\/investigacion\/biblioteca-de-investigacion\/gen-ai-in-software\/\" aria-label=\"Gen AI en el software\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-center\">\n                                <div class=\"card-tag\">Report<\/div>\n                                <h3 class=\"card-title\">Gen AI en el software<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"\" alt=\"\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"\" alt=\"\" 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><\/section>\n\n\n\t\t<section\n\t\t\tclass=\"section section--lifeatcap-learning section--event-slider-careerInvent \">\n\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class='career-invent-header'>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t<div class=\"heading col-12 col-md-8\">\n\t\t\t\t\t\t\t\t<h2>Informaci\u00f3n relacionada<\/h2>\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\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"slider slider-fader 9920c4bb-7dc2-4a95-ab8d-c36b40dcfbfe\">\n\t\t\t\t\t\t\t\t\t<div class=\"slider-nav-wrapper smallDevice\">\n\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 text-center\">\n\t\t\t\t\t\t\t\t<div class=\"slider-nav\">\n\t\t\t\t\t\t\t\t\t<button class=\"slider-prev inactive\"\n\t\t\t\t\t\t\t\t\t\taria-label=\"anterior\"><\/button>\n\t\t\t\t\t\t\t\t\t<ul class=\"slider-paginator\"><\/ul>\n\t\t\t\t\t\t\t\t\t<button class=\"slider-next \"\n\t\t\t\t\t\t\t\t\t\taria-label=\"siguiente\"><\/button>\n\t\t\t\t\t\t\t\t<\/div>\n\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\t\t\t\t<div\n\t\t\t\t\tclass=\"slider-list \">\n\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"slide active \">\n\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\tclass=\"slide-bg-wrapper wp-block-cg-blocks-career-invent \">\n\t\t\t\t\t\t\t\t<div class=\"bgImagesection\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"bgColor\"><\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"container slide-info-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"col-md-6 col-sm-12 box-inner \">\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<div class=\"bgColor\"><\/div>\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<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"content-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"explore-header\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata-maxlength=\"68\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Eleva tus posibilidades con Augmented Engineering\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tEleva tus posibilidades con Augmented Engineering\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\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<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"box-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 data-maxlength=\"144\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Ingenier\u00eda. Ll\u00e9vala al siguiente nivel\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"white-space: pre-wrap;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tIngenier\u00eda. Ll\u00e9vala al siguiente nivel\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\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\t\t\t\t\t\t\t\t\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<div >\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<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"btnDiv\"> <a class=\"more2\" data-maxlength=\"24\" aria-label=\"M\u00e1s informaci\u00f3n sobre Eleva tus posibilidades con Augmented Engineering\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t tabindex=\"0\" href=\"https:\/\/www.capgemini.com\/es-es\/soluciones\/eleva-tus-posibilidades-con-augmented-engineering\/\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttarget=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tM\u00e1s informaci\u00f3n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a> <\/div>\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\n\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"col-md-6 col-sm-12 text-right box-img-wrapper escaper escaper-right\">\n\t\t\t\t\t\t\t\t\t\t\t\t\n\n\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<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/06\/Augmented-Engineering-banner.jpg?w=1200&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/06\/Augmented-Engineering-banner.jpg?w=1200&amp;quality=90 2x\"\n\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<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/06\/Augmented-Engineering-banner.jpg?w=600&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/06\/Augmented-Engineering-banner.jpg?w=1200&amp;quality=90 2x\"\n\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<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/06\/Augmented-Engineering-banner.jpg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/06\/Augmented-Engineering-banner.jpg?w=800&amp;quality=90 2x\"\n\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<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/06\/Augmented-Engineering-banner.jpg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/06\/Augmented-Engineering-banner.jpg?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\" \/>\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" class=\"box-img\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2024\/06\/Augmented-Engineering-banner.jpg\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tobject-position: 50% 50%; object-fit: cover;\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\" alt=\"\" \/>\n\n\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<!-- <img decoding=\"async\" class=\"box-img\" src=\"\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\"\n\t\t\t\t\t\t\t\t\t\t\tstyle=\"\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\" alt=\"\"\n\t\t\t\t\t\t\t\t\t\t\/> -->\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"slide-reveal\"><\/div>\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<div\n\t\t\t\t\t\t\tclass=\"slide active \">\n\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\tclass=\"slide-bg-wrapper wp-block-cg-blocks-career-invent \">\n\t\t\t\t\t\t\t\t<div class=\"bgImagesection\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"bgColor\"><\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"container slide-info-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"col-md-6 col-sm-12 box-inner \">\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<div class=\"bgColor\"><\/div>\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<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"content-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"explore-header\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata-maxlength=\"68\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Resonance AI Framework de Capgemini\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tResonance AI Framework de Capgemini\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\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<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"box-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 data-maxlength=\"144\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Ofrece un enfoque secuencial para la conceptualizaci\u00f3n, estructuraci\u00f3n e implementaci\u00f3n de una IA exitosa.\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"white-space: pre-wrap;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tOfrece un enfoque secuencial para la conceptualizaci\u00f3n, estructuraci\u00f3n e implementaci\u00f3n de una IA exitosa.\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\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\t\t\t\t\t\t\t\t\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<div >\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<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"btnDiv\"> <a class=\"more2\" data-maxlength=\"24\" aria-label=\"M\u00e1s informaci\u00f3n  sobre Resonance AI Framework de Capgemini\"\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\ttitle=\"Opens in new window\" tabindex=\"-1\" href=\"https:\/\/www.capgemini.com\/solutions\/resonance-ai-framework\/\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttarget=\"_blank\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tM\u00e1s informaci\u00f3n \t\t\t\t\t\t\t\t\t\t\t\t\t<\/a> <\/div>\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\n\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"col-md-6 col-sm-12 text-right box-img-wrapper escaper escaper-right\">\n\t\t\t\t\t\t\t\t\t\t\t\t\n\n\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<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/07\/CG-banner-HD-image.jpg?w=1200&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/07\/CG-banner-HD-image.jpg?w=1200&amp;quality=90 2x\"\n\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<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/07\/CG-banner-HD-image.jpg?w=600&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/07\/CG-banner-HD-image.jpg?w=1200&amp;quality=90 2x\"\n\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<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/07\/CG-banner-HD-image.jpg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/07\/CG-banner-HD-image.jpg?w=800&amp;quality=90 2x\"\n\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<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/07\/CG-banner-HD-image.jpg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/07\/CG-banner-HD-image.jpg?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\" \/>\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" class=\"box-img\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2025\/07\/CG-banner-HD-image.jpg\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tobject-position: 50% 50%; object-fit: cover;\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\" alt=\"\" \/>\n\n\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<!-- <img decoding=\"async\" class=\"box-img\" src=\"\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\"\n\t\t\t\t\t\t\t\t\t\t\tstyle=\"\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\" alt=\"\"\n\t\t\t\t\t\t\t\t\t\t\/> -->\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"slide-reveal\"><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<div class=\"slider-nav-wrapper largeDevice\">\n\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 text-center\">\n\t\t\t\t\t\t\t\t<div class=\"slider-nav\">\n\t\t\t\t\t\t\t\t\t<button class=\"slider-prev inactive\"\n\t\t\t\t\t\t\t\t\t\taria-label=\"anterior\"><\/button>\n\t\t\t\t\t\t\t\t\t<ul class=\"slider-paginator\"><\/ul>\n\t\t\t\t\t\t\t\t\t<button class=\"slider-next\"\n\t\t\t\t\t\t\t\t\t\taria-label=\"siguiente\"><\/button>\n\t\t\t\t\t\t\t\t<\/div>\n\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\n\t\t\t<\/div>\n\n\t\t<\/section>\n\n\t\t","protected":false},"excerpt":{"rendered":"<p>IA como utility: reingenier\u00eda de la ingenier\u00eda para la era de la IA<\/p>\n","protected":false},"author":87,"featured_media":580257,"template":"","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,"footnotes":"","related_resource_url":"","related_resource_id":0,"related_resource_size":"","related_resource_type":"","cg_author":0,"_yoast_wpseo_primary_theme":677,"primary_term":"Engineering","featured_focal_points":""},"tags":[],"research-and-insight-type":[],"theme":[677],"brand":[108],"service":[],"industry":[],"partners":[],"content-group":[],"class_list":["post-580256","research-and-insight","type-research-and-insight","status-publish","has-post-thumbnail","hentry","theme-engineering","brand-capgemini-engineering"],"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>Por qu\u00e9 los pilotos de IA tienen \u00e9xito, pero la transformaci\u00f3n de ingenier\u00eda se estanca - Capgemini Spain<\/title>\n<meta name=\"description\" content=\"IA como utility: reingenier\u00eda de la ingenier\u00eda para la era de la IA.\" \/>\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\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Por qu\u00e9 los pilotos de IA tienen \u00e9xito, pero la transformaci\u00f3n de ingenier\u00eda se estanca\" \/>\n<meta property=\"og:description\" content=\"IA como utility: reingenier\u00eda de la ingenier\u00eda para la era de la IA.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/\" \/>\n<meta property=\"og:site_name\" content=\"Capgemini Spain\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-20T08:19:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2026\/03\/ERD-pulse-web-banner.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2880\" \/>\n\t<meta property=\"og:image:height\" content=\"1880\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/\",\"url\":\"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/\",\"name\":\"Por qu\u00e9 los pilotos de IA tienen \u00e9xito, pero la transformaci\u00f3n de ingenier\u00eda se estanca - Capgemini Spain\",\"isPartOf\":{\"@id\":\"https:\/\/www.capgemini.com\/es-es\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2026\/03\/ERD-pulse-web-banner.jpg\",\"datePublished\":\"2026-03-31T15:17:25+00:00\",\"dateModified\":\"2026-04-20T08:19:15+00:00\",\"description\":\"IA como utility: reingenier\u00eda de la ingenier\u00eda para la era de la IA.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/#breadcrumb\"},\"inLanguage\":\"es-ES\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es-ES\",\"@id\":\"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/#primaryimage\",\"url\":\"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2026\/03\/ERD-pulse-web-banner.jpg\",\"contentUrl\":\"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2026\/03\/ERD-pulse-web-banner.jpg\",\"width\":2880,\"height\":1880,\"caption\":\"ER&D pulse\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.capgemini.com\/es-es\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Research &amp; insights\",\"item\":\"https:\/\/www.capgemini.com\/es-es\/research-and-insight\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Por qu\u00e9 los pilotos de IA tienen \u00e9xito, pero la transformaci\u00f3n de ingenier\u00eda se estanca\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.capgemini.com\/es-es\/#website\",\"url\":\"https:\/\/www.capgemini.com\/es-es\/\",\"name\":\"Capgemini Espa\u00f1a\",\"description\":\"Capgemini\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.capgemini.com\/es-es\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"es-ES\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Por qu\u00e9 los pilotos de IA tienen \u00e9xito, pero la transformaci\u00f3n de ingenier\u00eda se estanca - Capgemini Spain","description":"IA como utility: reingenier\u00eda de la ingenier\u00eda para la era de la IA.","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\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/","og_locale":"es_ES","og_type":"article","og_title":"Por qu\u00e9 los pilotos de IA tienen \u00e9xito, pero la transformaci\u00f3n de ingenier\u00eda se estanca","og_description":"IA como utility: reingenier\u00eda de la ingenier\u00eda para la era de la IA.","og_url":"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/","og_site_name":"Capgemini Spain","article_modified_time":"2026-04-20T08:19:15+00:00","og_image":[{"width":2880,"height":1880,"url":"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2026\/03\/ERD-pulse-web-banner.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/","url":"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/","name":"Por qu\u00e9 los pilotos de IA tienen \u00e9xito, pero la transformaci\u00f3n de ingenier\u00eda se estanca - Capgemini Spain","isPartOf":{"@id":"https:\/\/www.capgemini.com\/es-es\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/#primaryimage"},"image":{"@id":"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/#primaryimage"},"thumbnailUrl":"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2026\/03\/ERD-pulse-web-banner.jpg","datePublished":"2026-03-31T15:17:25+00:00","dateModified":"2026-04-20T08:19:15+00:00","description":"IA como utility: reingenier\u00eda de la ingenier\u00eda para la era de la IA.","breadcrumb":{"@id":"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/#breadcrumb"},"inLanguage":"es-ES","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/"]}]},{"@type":"ImageObject","inLanguage":"es-ES","@id":"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/#primaryimage","url":"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2026\/03\/ERD-pulse-web-banner.jpg","contentUrl":"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2026\/03\/ERD-pulse-web-banner.jpg","width":2880,"height":1880,"caption":"ER&D pulse"},{"@type":"BreadcrumbList","@id":"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.capgemini.com\/es-es\/"},{"@type":"ListItem","position":2,"name":"Research &amp; insights","item":"https:\/\/www.capgemini.com\/es-es\/research-and-insight\/"},{"@type":"ListItem","position":3,"name":"Por qu\u00e9 los pilotos de IA tienen \u00e9xito, pero la transformaci\u00f3n de ingenier\u00eda se estanca"}]},{"@type":"WebSite","@id":"https:\/\/www.capgemini.com\/es-es\/#website","url":"https:\/\/www.capgemini.com\/es-es\/","name":"Capgemini Espa\u00f1a","description":"Capgemini","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.capgemini.com\/es-es\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"es-ES"}]}},"theme_term_info":[{"id":677,"name":"Engineering"}],"industry_term_info":[],"services_term_info":[],"partners_term_info":[],"brand_term_info":[{"id":108,"name":"Capgemini Engineering","slug":"capgemini-engineering"}],"brand_term":[{"id":108,"slug":"capgemini-engineering"}],"parsely":{"version":"1.1.0","canonical_url":"https:\/\/capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/","smart_links":{"inbound":0,"outbound":0},"traffic_boost_suggestions_count":0,"meta":{"@context":"https:\/\/schema.org","@type":"NewsArticle","headline":"Por qu\u00e9 los pilotos de IA tienen \u00e9xito, pero la transformaci\u00f3n de ingenier\u00eda se estanca","url":"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/","mainEntityOfPage":{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/"},"thumbnailUrl":"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2026\/03\/ERD-pulse-web-banner.jpg?w=150&h=150&crop=1","image":{"@type":"ImageObject","url":"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2026\/03\/ERD-pulse-web-banner.jpg"},"articleSection":"Uncategorized","author":[],"creator":[],"publisher":{"@type":"Organization","name":"Capgemini Spain","logo":""},"keywords":[],"dateCreated":"2026-03-31T15:17:25Z","datePublished":"2026-03-31T15:17:25Z","dateModified":"2026-04-20T08:19:15Z"},"rendered":"<meta name=\"parsely-title\" content=\"Por qu\u00e9 los pilotos de IA tienen \u00e9xito, pero la transformaci\u00f3n de ingenier\u00eda se estanca\" \/>\n<meta name=\"parsely-link\" content=\"https:\/\/www.capgemini.com\/es-es\/investigacion\/biblioteca-de-investigacion\/pilotos-ia-exito-pero-transformacion-ingenieria-se-estanca\/\" \/>\n<meta name=\"parsely-type\" content=\"post\" \/>\n<meta name=\"parsely-image-url\" content=\"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2026\/03\/ERD-pulse-web-banner.jpg?w=150&amp;h=150&amp;crop=1\" \/>\n<meta name=\"parsely-pub-date\" content=\"2026-03-31T15:17:25Z\" \/>\n<meta name=\"parsely-section\" content=\"Uncategorized\" \/>","tracker_url":"https:\/\/cdn.parsely.com\/keys\/capgemini.com\/p.js"},"archive_status":false,"featured_image_src":"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2026\/03\/ERD-pulse-web-banner.jpg","featured_image_alt":"ER&D pulse","jetpack_sharing_enabled":true,"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Capgemini Spain","distributor_original_site_url":"https:\/\/www.capgemini.com\/es-es","push-errors":false,"tag_names":[],"featured_image_url":"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2026\/03\/ERD-pulse-web-banner.jpg","_links":{"self":[{"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/research-and-insight\/580256","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/research-and-insight"}],"about":[{"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/types\/research-and-insight"}],"author":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/users\/87"}],"version-history":[{"count":4,"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/research-and-insight\/580256\/revisions"}],"predecessor-version":[{"id":580680,"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/research-and-insight\/580256\/revisions\/580680"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/media\/580257"}],"wp:attachment":[{"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/media?parent=580256"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/tags?post=580256"},{"taxonomy":"research-and-insight-type","embeddable":true,"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/research-and-insight-type?post=580256"},{"taxonomy":"theme","embeddable":true,"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/theme?post=580256"},{"taxonomy":"brand","embeddable":true,"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/brand?post=580256"},{"taxonomy":"service","embeddable":true,"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/service?post=580256"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/industry?post=580256"},{"taxonomy":"partners","embeddable":true,"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/partners?post=580256"},{"taxonomy":"content-group","embeddable":true,"href":"https:\/\/www.capgemini.com\/es-es\/wp-json\/wp\/v2\/content-group?post=580256"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}