{"id":148893,"date":"2020-01-23T11:11:32","date_gmt":"2020-01-23T10:11:32","guid":{"rendered":"https:\/\/www.ferrovial.com\/?page_id=148893"},"modified":"2026-01-04T20:46:58","modified_gmt":"2026-01-04T19:46:58","slug":"data-artificial-intelligence","status":"publish","type":"page","link":"https:\/\/www.ferrovial.com\/es\/innovacion\/digital-hub\/data-artificial-intelligence\/","title":{"rendered":"Data &#038; Artificial Intelligence"},"content":{"rendered":"    <m-final-content-header bgimage='https:\/\/static.ferrovial.com\/wp-content\/uploads\/2020\/01\/13141223\/data-lab-ferrovial-coding-startup-project-1000x720.jpg'>\n            <c-breadcrumb label-text=\"Breadcrumb\" slot=\"breadcrumbs\" type='2' align='left' wrap='wrapped wrapped' aria-label='Vienes de Digital Hub'>\n                        <ol>\n\n                                                            <li><a href=\"https:\/\/www.ferrovial.com\/es\/\" title=\"Ferrovial\">Ferrovial<\/a><\/li>\n                                                                        <li><a href=\"https:\/\/www.ferrovial.com\/es\/innovacion\/\" title=\"Innovaci\u00f3n\">Innovaci\u00f3n<\/a><\/li>\n                                                                        <li><a href=\"https:\/\/www.ferrovial.com\/es\/innovacion\/digital-hub\/\" title=\"Digital Hub\">Digital Hub<\/a><\/li>\n                                    \n                <\/ol>\n\n                <\/c-breadcrumb>\n    \n        <div slot=\"header\">\n            <h1>\n                Data &#038; Artificial Intelligence            <\/h1>\n                    <\/div>\n    <\/m-final-content-header>\n\n    \n\n\n<m-wysiwig class=\"wp-block-components-wysiwyg\"><div slot=\"maincontent\">    <p class=\"intro\">La inteligencia artificial (IA) permite a las m\u00e1quinas simular de manera autom\u00e1tica comportamientos que son generalmente atribuibles a las personas.<\/p>\n    \n\n\n<h2 class=\"wp-block-heading\"><strong>\u00bfQu\u00e9 es?<\/strong><\/h2>\n\n\n\n<p>La inteligencia artificial es el \u00e1rea de las ciencias de la computaci\u00f3n que se encarga de desarrollar soluciones capaces de llevar a cabo tareas que normalmente requieren inteligencia humana, como el <strong>aprendizaje basado en hist\u00f3rico <\/strong>de datos, la identificaci\u00f3n de <strong>patrones <\/strong>de comportamiento, la <strong>percepci\u00f3n visual, la interpretaci\u00f3n de textos<\/strong> o el <strong>reconocimiento de voz<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u00bfC\u00f3mo hace uso Ferrovial de esta tecnolog\u00eda?<\/strong><\/h2>\n\n\n\n<p>Ferrovial lleva a\u00f1os incorporando algoritmos de inteligencia artificial a muchos de los procesos que se llevan a cabo de manera autom\u00e1tica en sus actividades diarias.<\/p>\n\n\n\n<p>Desde el Digital Hub apoyamos al negocio desarrollando por un lado <strong>algoritmos propios<\/strong> que se adaptan a las necesidades concretas de cada entorno y por otro, <strong>facilitando la toma de decisiones<\/strong> sobre soluciones de terceros que puedan ser de inter\u00e9s para Ferrovial. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Algunos ejemplos<\/strong><\/h2>\n\n\n\n<p>A lo largo de los \u00faltimos a\u00f1os se han implementado diversas iniciativas en el \u00e1mbito de aeropuertos, cintra, construcci\u00f3n, recursos humanos y movilidad. Se citan a continuaci\u00f3n algunos de ellos:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Aeropuertos<\/strong><\/h3>\n\n\n\n<p>Ferrovial hace uso de drones para inspeccionar determinados\nactivos. A partir de las im\u00e1genes capturadas y aplicando <strong>algoritmos de visi\u00f3n artificial<\/strong> desarrollados a medida, podemos\nidentificar anomal\u00edas en los elementos que forman parte de una l\u00ednea,\nreduciendo as\u00ed los tiempos de inspecci\u00f3n y aumentando la calidad en la captura\nde incidencias. <\/p>\n\n\n\n<p>Otro de las aplicaciones relacionadas est\u00e1 asociada a la detecci\u00f3n autom\u00e1tica de <strong>defectos en pavimento<\/strong> tambi\u00e9n a partir de algoritmos de <strong>visi\u00f3n artificial<\/strong>. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Cintra<\/h3>\n\n\n\n<p>Cintra cuenta con un conjunto de especialistas que desarrollan sus propios algoritmos de visi\u00f3n artificial para el <strong>reconocimiento de matr\u00edculas<\/strong> o <strong>modelos de<\/strong> <strong>predicci\u00f3n de tr\u00e1fico<\/strong> que permiten al negocio optimizar sus operaciones para adaptarlas a las condiciones reales de uso.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Construcci\u00f3n<\/strong><\/h3>\n\n\n\n<p>En construcci\u00f3n se est\u00e1n desarrollando un conjunto de iniciativas que permiten <strong>predecir<\/strong> el comportamiento de los \u00edndices de precios m\u00e1s relevantes de una obra, <strong>extraer informaci\u00f3n<\/strong> <strong>relevante<\/strong> <strong>a partir de documentaci\u00f3n<\/strong> hist\u00f3rica y clasificarla de manera autom\u00e1tica o gestionar de forma eficiente el <strong>riesgo<\/strong> en licitaciones a partir de modelos estoc\u00e1sticos.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Recursos Humanos<\/strong><\/h3>\n\n\n\n<p>Uno de nuestros chatbots es Qo, desarrollado como iniciativa\npiloto para ayudar a nuestros empleados a alcanzar su m\u00e1ximo potencial. Se\ntrata de una herramienta capaz de <strong>procesar\nel lenguaje natural<\/strong>, manteniendo una conversaci\u00f3n coherente a trav\u00e9s de un\nchat con el empleado. En este chat, el trabajador recibe recomendaciones\nenfocadas al desarrollo de sus competencias y recursos multimedia que le\nfacilitar\u00e1n su auto aprendizaje.&nbsp; <\/p>\n<\/div><\/m-wysiwig>\n\n\n\n<p><\/p>\n\n\n    <m-gallery :translations='{\n        &quot;prev&quot;:&quot;Anterior&quot;,\n        &quot;next&quot;:&quot;Siguiente&quot;,\n        &quot;paginationseparator&quot;:&quot;de&quot;,\n        &quot;close&quot;:&quot;Cerrar&quot;\n    }' class='gutenberg'>\n\n    <div slot=\"header\">\n                    <p>Descripci\u00f3n por defecto<\/p>\n                <\/div>\n\n                    <div slot=\"carouselItem\" v-lazy:background-image=\"'https:\/\/static.ferrovial.com\/wp-content\/uploads\/2020\/01\/13130638\/data_carrusel_01-1280x720.jpg'\">\n                                    <\/div>\n                                <div slot=\"carouselItem\" v-lazy:background-image=\"'https:\/\/static.ferrovial.com\/wp-content\/uploads\/2020\/01\/13130637\/data_carrusel_02-1280x720.jpg'\">\n                                    <\/div>\n                                <div slot=\"carouselItem\" v-lazy:background-image=\"'https:\/\/static.ferrovial.com\/wp-content\/uploads\/2020\/01\/13130556\/data_carrusel_03-1280x720.jpg'\">\n                                    <\/div>\n                                <div slot=\"carouselItem\" v-lazy:background-image=\"'https:\/\/static.ferrovial.com\/wp-content\/uploads\/2020\/01\/13130554\/data_carrusel_04-1280x720.jpg'\">\n                                    <\/div>\n                                <div slot=\"carouselItem\" v-lazy:background-image=\"'https:\/\/static.ferrovial.com\/wp-content\/uploads\/2020\/01\/13130553\/data_carrusel_05-1280x720.jpg'\">\n                                    <\/div>\n                                <div slot=\"modalItem\">\n                    <img v-lazy=\"'https:\/\/static.ferrovial.com\/wp-content\/uploads\/2020\/01\/13130638\/data_carrusel_01-1280x720.jpg'\" alt=\"data_carrusel_01\" hidden\/>\n                <\/div>\n                                <div slot=\"modalItem\">\n                    <img v-lazy=\"'https:\/\/static.ferrovial.com\/wp-content\/uploads\/2020\/01\/13130637\/data_carrusel_02-1280x720.jpg'\" alt=\"\" hidden\/>\n                <\/div>\n                                <div slot=\"modalItem\">\n                    <img v-lazy=\"'https:\/\/static.ferrovial.com\/wp-content\/uploads\/2020\/01\/13130556\/data_carrusel_03-1280x720.jpg'\" alt=\"\" hidden\/>\n                <\/div>\n                                <div slot=\"modalItem\">\n                    <img v-lazy=\"'https:\/\/static.ferrovial.com\/wp-content\/uploads\/2020\/01\/13130554\/data_carrusel_04-1280x720.jpg'\" alt=\"\" hidden\/>\n                <\/div>\n                                <div slot=\"modalItem\">\n                    <img v-lazy=\"'https:\/\/static.ferrovial.com\/wp-content\/uploads\/2020\/01\/13130553\/data_carrusel_05-1280x720.jpg'\" alt=\"\" hidden\/>\n                <\/div>\n                    <\/m-gallery>\n\n    ","protected":false},"excerpt":{"rendered":"","protected":false},"featured_media":131464,"parent":18766,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-148893","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data &amp; Artificial Intelligence - Ferrovial<\/title>\n<meta name=\"description\" content=\"Welcome to the Ferrovial&#039;s website, global operator of sustainable infrastructure. 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