{"id":58536,"date":"2025-12-12T05:51:38","date_gmt":"2025-12-12T05:51:38","guid":{"rendered":"https:\/\/www.aeroermo.com\/home\/?p=58536"},"modified":"2025-12-12T05:53:08","modified_gmt":"2025-12-12T05:53:08","slug":"embraer-desarrolla-una-solucion-de-inteligencia-artificial-para-aumentar-la-eficiencia-operativa-basada-en-datos","status":"publish","type":"post","link":"https:\/\/www.aeroermo.com\/home\/embraer-desarrolla-una-solucion-de-inteligencia-artificial-para-aumentar-la-eficiencia-operativa-basada-en-datos\/","title":{"rendered":"Embraer desarrolla una soluci\u00f3n de inteligencia artificial para aumentar la eficiencia operativa basada en datos"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"58536\" class=\"elementor elementor-58536\" data-elementor-settings=\"[]\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section 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class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Embraer desarrolla una soluci\u00f3n de inteligencia artificial para aumentar la eficiencia operativa basada en datos<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a484ec0 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"4a484ec0\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;,&quot;_animation_delay&quot;:300}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t<img width=\"1024\" height=\"576\" src=\"https:\/\/www.aeroermo.com\/home\/wp-content\/uploads\/2025\/12\/Embraer-Marathon-2025-Innovation-1024x576.jpg\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.aeroermo.com\/home\/wp-content\/uploads\/2025\/12\/Embraer-Marathon-2025-Innovation-1024x576.jpg 1024w, https:\/\/www.aeroermo.com\/home\/wp-content\/uploads\/2025\/12\/Embraer-Marathon-2025-Innovation-300x169.jpg 300w, https:\/\/www.aeroermo.com\/home\/wp-content\/uploads\/2025\/12\/Embraer-Marathon-2025-Innovation-768x432.jpg 768w, https:\/\/www.aeroermo.com\/home\/wp-content\/uploads\/2025\/12\/Embraer-Marathon-2025-Innovation-1536x864.jpg 1536w, https:\/\/www.aeroermo.com\/home\/wp-content\/uploads\/2025\/12\/Embraer-Marathon-2025-Innovation-920x518.jpg 920w, https:\/\/www.aeroermo.com\/home\/wp-content\/uploads\/2025\/12\/Embraer-Marathon-2025-Innovation-230x129.jpg 230w, https:\/\/www.aeroermo.com\/home\/wp-content\/uploads\/2025\/12\/Embraer-Marathon-2025-Innovation-350x197.jpg 350w, https:\/\/www.aeroermo.com\/home\/wp-content\/uploads\/2025\/12\/Embraer-Marathon-2025-Innovation-480x270.jpg 480w, https:\/\/www.aeroermo.com\/home\/wp-content\/uploads\/2025\/12\/Embraer-Marathon-2025-Innovation-200x113.jpg 200w, https:\/\/www.aeroermo.com\/home\/wp-content\/uploads\/2025\/12\/Embraer-Marathon-2025-Innovation.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65b6db2 elementor-widget elementor-widget-spacer\" data-id=\"65b6db2\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77a5db13 elementor-widget elementor-widget-text-editor\" data-id=\"77a5db13\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><ul>\n<li><strong><em>La planificaci\u00f3n inteligente permitir\u00e1 una mejor gesti\u00f3n de los inventarios de piezas de producci\u00f3n y mayor agilidad para futuros ajustes en la cadena de producci\u00f3n.<\/em><\/strong><\/li>\n<li><strong><em>El proyecto se desarroll\u00f3 con la participaci\u00f3n de Aquarela Analytics, empresa pionera en la aplicaci\u00f3n de IA y an\u00e1lisis de datos.<\/em><\/strong><\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc6d1c7 elementor-widget elementor-widget-text-editor\" data-id=\"fc6d1c7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p>Embraer (NYSE: EMBJ\/B3: EMBJ3) y Aquarela Analytics, empresa pionera en el uso de inteligencia artificial y an\u00e1lisis de datos, realizaron una evaluaci\u00f3n detallada de m\u00e1s de dos terabytes de informaci\u00f3n durante diez meses con el objetivo de promover una mayor integraci\u00f3n de los procesos dentro de la cadena de suministro.<\/p>\n<p><em>\u201c<\/em><em>Smart Planning es la herramienta de datos m\u00e1s avanzada, desarrollada e integrada para optimizar la eficacia de los procesos de Embraer. Consiste en un panel de control interactivo sobre los materiales utilizados en la producci\u00f3n de nuestras aeronaves, que ayuda al equipo de planificaci\u00f3n a gestionar las compras y los niveles de inventario, brind\u00e1ndole mayor previsibilidad en caso de escasez o exceso de materiales gracias al uso de inteligencia artificial y un modelo de predicci\u00f3n\u201d<\/em>, afirma Dimas Tomelin, vicepresidente de Estrategia, Digital e Innovaci\u00f3n de Embraer.<\/p>\n<p>Al combinar dos metodolog\u00edas (Agile de Embraer y la Metodolog\u00eda de Cultura de Datos de Aquarela Analytics), el proyecto se dividi\u00f3 en dos fases principales con una duraci\u00f3n total de diez meses, que abarcaron desde la estructuraci\u00f3n del marco para la extracci\u00f3n, preparaci\u00f3n y desarrollo de modelos de IA hasta las capas de visualizaci\u00f3n.<\/p>\n<p><em>\u201c<\/em><em>A lo largo del proceso, aplicamos toda nuestra experiencia en an\u00e1lisis de datos, plataformas y algoritmos de inteligencia artificial para mejorar, transformar e integrar el sistema operativo de Embraer. Fue un proyecto desafiante, donde en cada etapa profundizamos y ampliamos el alcance a medida que medimos la complejidad y los resultados. Estamos muy satisfechos con el resultado y, especialmente, con la colaboraci\u00f3n establecida con Embraer\u201d<\/em>, afirma Marcos Santos, director ejecutivo de Aquarela Analytics.<\/p>\n<p>Smart Planning no solo optimiz\u00f3 la planificaci\u00f3n de inventario de Embraer, sino que tambi\u00e9n sent\u00f3 una base s\u00f3lida para futuras innovaciones en la cadena de suministro. Con la digitalizaci\u00f3n y una mayor integraci\u00f3n de datos, fue posible mejorar a\u00fan m\u00e1s la eficiencia operativa, reducir costos, optimizar la calidad y fortalecer las relaciones con proveedores y socios.<\/p>\n<p><strong>Prensa Embraer<\/strong><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cf03385 elementor-widget elementor-widget-spacer\" data-id=\"5cf03385\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<footer class=\"elementor-section elementor-top-section elementor-element elementor-element-41f9ac9a elementor-section-stretched footerpagina animated-fast elementor-section-boxed elementor-section-height-default elementor-section-height-default stylepress-section-color-normal elementor-invisible\" data-id=\"41f9ac9a\" data-element_type=\"section\" id=\"footerpagina\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-3982cfc\" data-id=\"3982cfc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-12ec4ac1 elementor-widget elementor-widget-spacer\" data-id=\"12ec4ac1\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc38f68 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"bc38f68\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Cont\u00e1ctanos:<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-7031aa96 elementor-section-boxed elementor-section-height-default elementor-section-height-default stylepress-section-color-normal elementor-invisible\" data-id=\"7031aa96\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;,&quot;animation_delay&quot;:300}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-221e782d\" data-id=\"221e782d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6e05282b elementor-widget elementor-widget-text-editor\" data-id=\"6e05282b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p>Calle 24B #74-27,<br \/><span style=\"color: #0095d9;\">Bogot\u00e1 \u2013 Colombia<br \/>Tel\u00e9fono:<\/span><br \/>+57 601 5213937<br \/><span style=\"color: #0095d9;\">M\u00f3vil:<\/span><br \/><span class=\"selectable-text copyable-text\">+57 (322) 4548248<\/span><span class=\"selectable-text copyable-text\"> \/ USA: <\/span><span class=\"selectable-text copyable-text\">+1 305 7717007<\/span><br \/>Email: info<span style=\"color: #0095d9;\">@<\/span>AeroErmo.com<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-5c92e1a5\" data-id=\"5c92e1a5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7daa7338 elementor-widget elementor-widget-spacer\" data-id=\"7daa7338\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1195c1ea elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"1195c1ea\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">men\u00fa:<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3b9f5bbc elementor-section-boxed elementor-section-height-default elementor-section-height-default stylepress-section-color-normal elementor-invisible\" data-id=\"3b9f5bbc\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;,&quot;animation_delay&quot;:300}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-40733516\" data-id=\"40733516\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4498495f elementor-widget elementor-widget-text-editor\" data-id=\"4498495f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p><a style=\"color: white; font-size: 13px;\" href=\"https:\/\/www.aeroermo.com\/home\/\">HOME<\/a><br \/><a style=\"color: white; font-size: 13px;\" href=\"https:\/\/www.aeroermo.com\/home\/quienes-somos\">SOBRE NOSOTROS<\/a><br \/><a style=\"color: white; font-size: 13px;\" href=\"https:\/\/www.aeroermo.com\/home\/nuestras-ediciones\">EDICIONES<\/a><br \/><a style=\"color: white; font-size: 13px;\" href=\"https:\/\/www.aeroermo.com\/home\/eventos\/\">EVENTOS<\/a><br \/><a style=\"color: white; font-size: 13px;\" href=\"https:\/\/www.aeroermo.com\/home\/media-kit\">MEDIA KIT<\/a><br \/><a style=\"color: white; font-size: 13px;\" href=\"https:\/\/www.aeroermo.com\/home\/contacto\">CONTACTO<\/a><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-5568a2d9\" data-id=\"5568a2d9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1a988f55 elementor-widget elementor-widget-text-editor\" data-id=\"1a988f55\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p><a style=\"color: white; font-size: 13px;\" href=\"https:\/\/www.aeroermo.com\/home\/blog\">NOTICIAS<\/a><br \/><a style=\"color: white; font-size: 13px;\" href=\"https:\/\/www.aeroermo.com\/home\/media-kit\/\">PUBLICIDAD<\/a><br \/><a style=\"color: white; font-size: 13px;\" href=\"https:\/\/www.aeroermo.com\/home\/suscribase\/\">SUSCRIBASE<\/a><br \/><a style=\"color: white; font-size: 13px;\" href=\"https:\/\/www.aeroermo.com\/home\/wp-admin\">INICIAR 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elementor-element elementor-element-336126bd elementor-section-content-top elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default stylepress-section-color-normal elementor-invisible\" data-id=\"336126bd\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;bounceIn&quot;,&quot;animation_delay&quot;:300}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-narrow\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-7965aad1\" data-id=\"7965aad1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1e8ff052 elementor-hidden-tablet elementor-hidden-phone elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"1e8ff052\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">VISITA NUESTRAS REDES:<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-66750535 elementor-section-content-top elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default stylepress-section-color-normal elementor-invisible\" data-id=\"66750535\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;bounceIn&quot;,&quot;animation_delay&quot;:300}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-3e2a034f\" data-id=\"3e2a034f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-10e563d elementor-widget elementor-widget-image\" data-id=\"10e563d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/twitter.com\/aeroermo\" target=\"_blank\">\n\t\t\t\t\t\t\t<img src=\"https:\/\/www.aeroermo.com\/home\/wp-content\/uploads\/elementor\/thumbs\/tw-pn0vbuyzypymd5b7rnx284wb2frrx5sds9qshw0ygk.png\" title=\"tw\" alt=\"tw\" 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