{"id":523,"date":"2021-05-12T22:07:00","date_gmt":"2021-05-13T02:07:00","guid":{"rendered":"https:\/\/www.softwareag.com\/?p=523"},"modified":"2026-05-07T17:43:43","modified_gmt":"2026-05-07T21:43:43","slug":"how-data-integration-helps-you-thrive-in-a-hybrid-world","status":"publish","type":"post","link":"https:\/\/www.softwareag.com\/es\/blog\/data-integration\/how-data-integration-helps-you-thrive-in-a-hybrid-world\/","title":{"rendered":"C\u00f3mo la integraci\u00f3n de datos le ayuda a prosperar en un mundo h\u00edbrido"},"content":{"rendered":"<p class=\"translation-block\">\u00bfQu\u00e9 te impide utilizar tu mainframe de confianza para innovar en la nube? Existen algunos retos, y el primero de ellos es <a href=\"https:\/\/www.softwareag.com\/es\/connx\/\" target=\"_self\">la integraci\u00f3n<\/a> de <a href=\"https:\/\/www.softwareag.com\/es\/connx\/\" target=\"_self\">datos<\/a>.<\/p>\n\n\n\n<p>Para la mayor\u00eda de las organizaciones, lograr la transformaci\u00f3n digital implica una combinaci\u00f3n h\u00edbrida de sistemas locales y la nube. Necesitas ambas: las plataformas locales existentes brindan confiabilidad y rendimiento para la continuidad del negocio, mientras que los servicios en la nube ofrecen una propuesta de valor convincente para aplicaciones innovadoras e infraestructura el\u00e1stica bajo demanda.<\/p>\n\n\n\n<p>Pero para que este modelo h\u00edbrido funcione sin problemas, debe contar con una soluci\u00f3n de integraci\u00f3n para superar cuatro desaf\u00edos comunes:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Conectividad<\/strong>: <a href=\"https:\/\/www.softwareag.com\/es\/resources\/data-integration\/data-access\/\" target=\"_self\">Acceso<\/a> a <a href=\"https:\/\/www.softwareag.com\/es\/resources\/data-integration\/data-access\/\" target=\"_self\">datos<\/a> para plataformas mainframe, de gama media, de escritorio y en la nube<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Latencia<\/strong>: integrar un amplio abanico de estructuras de datos en un almac\u00e9n de datos o un lago de datos con la rapidez suficiente para permitir la creaci\u00f3n de paneles de control, el an\u00e1lisis de datos y el an\u00e1lisis en tiempo real<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Transformaci\u00f3n<\/strong>: Transformaci\u00f3n de datos en tiempo real que va m\u00e1s all\u00e1 de los simples procesos de extracci\u00f3n, transformaci\u00f3n y carga (ETL), tanto para modificar los metadatos como para garantizar la compatibilidad entre almacenes de datos en la nube, sistemas heredados y fuentes de datos no relacionales.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Simplicidad<\/strong>: Encontrar una soluci\u00f3n \u00fanica, fiable y rentable para conectar datos entre entornos en la nube y locales, que sea f\u00e1cil de implementar y actualizar.<\/li>\n<\/ol>\n\n\n\n<p class=\"translation-block\">En otras palabras, necesitas una <a href=\"https:\/\/www.softwareag.com\/es\/connx\/\" target=\"_self\">soluci\u00f3n de integraci\u00f3n de datos<\/a> que mantenga tus datos en la nube sincronizados con tu mainframe o tus sistemas de registro heredados, utilizando un m\u00ednimo de recursos. El mejor enfoque te permite trasladar, sincronizar y <a href=\"https:\/\/www.softwareag.com\/es\/resources\/data-integration\/data-movement-migration\/\" target=\"_self\">replicar datos<\/a> f\u00e1cilmente entre la infraestructura local y la nube, para que puedas sacar el m\u00e1ximo partido a tus datos independientemente de d\u00f3nde se encuentren, sin importar qu\u00e9 aplicaci\u00f3n o herramienta los necesite.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.softwareag.com\/es\/connx\/\">Haz clic aqu\u00ed para descubrir c\u00f3mo modernizar tus datos de mainframe r\u00e1pidamente<\/a><\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cloud-and-legacy-working-together\"><strong>La nube y lo heredado, trabajando juntos<\/strong><br><\/h3>\n\n\n\n<p class=\"translation-block\"><strong><br>El valor de los sistemas heredados:<\/strong> aunque las aplicaciones y bases de datos en la nube crecen a pasos agigantados, su organizaci\u00f3n y otras tendr\u00e1n razones de peso para mantener los sistemas locales. Entre <a href=\"https:\/\/www.infoworld.com\/article\/2667216\/it-myth-2--eighty-percent-of-corporate-data-resides-on-mainframes.html\" target=\"_blank\" rel=\"noreferrer noopener\">40<\/a> y 8<a href=\"https:\/\/www.ibm.com\/analytics\/db2\/zos\" target=\"_blank\" rel=\"noreferrer noopener\">0<\/a>1 TP18T de datos empresariales residen o se originan en el mainframe, y alrededor de <a href=\"https:\/\/www.itpro.co.uk\/server\/29990\/why-the-mainframe-is-still-going-strong\" target=\"_blank\" rel=\"noreferrer noopener\">701 TP18T de las empresas de la lista Fortune 500<\/a> utilizan mainframes para sus operaciones empresariales b\u00e1sicas. Estos sistemas ofrecen un rendimiento r\u00e1pido y fiable, con d\u00e9cadas de inversi\u00f3n en una l\u00f3gica empresarial \u00fanica. Es dif\u00edcil exagerar el valor de la continuidad del negocio y la seguridad de confianza.<\/p>\n\n\n\n<p class=\"translation-block\"><strong><a href=\"https:\/\/www.softwareag.com\/es\/adabas-natural\/linux-cloud\/\" target=\"_self\">Transformaci\u00f3n en la nube<\/a><\/strong>: Y luego est\u00e1 la nube: flexible, escalable y en constante mejora. Las plataformas de aplicaciones en la nube resultan cada vez m\u00e1s atractivas e importantes: <a href=\"https:\/\/www.bain.com\/insights\/hybrid-cloud-future-tech-report-2020\/\" target=\"_blank\" rel=\"noreferrer noopener\">seg\u00fan un estudio de Bain<\/a>, los directores de sistemas de informaci\u00f3n (CIO) ya consideran a sus proveedores de servicios en la nube como socios estrat\u00e9gicos fundamentales en el \u00e1mbito de las tecnolog\u00edas de la informaci\u00f3n. Una empresa media utiliza 53 servicios de plataformas en la nube, m\u00e1s all\u00e1 de la inform\u00e1tica y el almacenamiento b\u00e1sicos.<\/p>\n\n\n\n<p><strong>Integraci\u00f3n de datos<\/strong>&nbsp;es la capacidad de mover, sincronizar y replicar datos de su diversa gama de sistemas: es el secreto de una conexi\u00f3n sin interrupciones entre fuentes de datos heredadas, bases de datos relacionales, big data y la nube. Es como puede obtener los beneficios anal\u00edticos de mover su almac\u00e9n de datos a la nube manteniendo sus diversas fuentes de datos sincronizadas.<\/p>\n\n\n\n<p class=\"translation-block\"><a href=\"https:\/\/www.softwareag.com\/es\/resources\/data-integration\/data-movement-migration\/\" target=\"_self\"><strong>Movimiento <\/strong><\/a><strong>h\u00edbrido <\/strong><a href=\"https:\/\/www.softwareag.com\/es\/resources\/data-integration\/data-movement-migration\/\" target=\"_self\"><strong>de datos<\/strong><\/a><strong>: <\/strong>una estrategia de integraci\u00f3n adecuada es un componente fundamental de una organizaci\u00f3n centrada en los datos y preparada para la IA. En un entorno h\u00edbrido sin fisuras, puedes <em>enviar<\/em> datos desde las operaciones locales a la nube para generar informaci\u00f3n que permita mejorar el servicio al cliente y potenciar la innovaci\u00f3n. Y puedes <em>extraer <\/em>datos de las aplicaciones en la nube para actualizar tus sistemas de registro locales.<\/p>\n\n\n\n<p class=\"translation-block\">Tenga en cuenta las necesidades que subyacen al traslado de datos desde el mainframe a un almac\u00e9n de datos en la nube o a un lago de datos. Los lagos de datos, como <a href=\"https:\/\/www.softwareag.com\/es\/resources\/data-integration\/connx-data-replication\/\" target=\"_self\">Snowflake,<\/a> resultan muy valiosos para una consolidaci\u00f3n, un acceso y una generaci\u00f3n de informes eficientes, as\u00ed como por las capacidades de BI y an\u00e1lisis de la nube, en constante crecimiento. Cuando los datos proceden de sus sistemas de registro locales, debe asegurarse de que los datos en la nube sean fiables y est\u00e9n actualizados sin comprometer el tiempo de actividad y el rendimiento de sus sistemas de origen. Esto implica replicar los datos de su empresa desde pr\u00e1cticamente cualquier fuente a la nube y, en algunos casos, capturar \u00fanicamente los cambios de las fuentes de datos para no utilizar recursos en la actualizaci\u00f3n de informaci\u00f3n est\u00e1tica.<\/p>\n\n\n\n<p>Luego, considera la otra direcci\u00f3n: mover datos de la nube al mainframe. Cuando tu organizaci\u00f3n adopta una nueva aplicaci\u00f3n en la nube, necesitas mover los datos de la aplicaci\u00f3n a la base de datos del mainframe, que es tu sistema de registro. O, en el caso de la modernizaci\u00f3n del mainframe, podr\u00edas optar por reemplazar un m\u00f3dulo de una aplicaci\u00f3n de mainframe con una nueva aplicaci\u00f3n en la nube. El mainframe requerir\u00e1 datos de esa aplicaci\u00f3n en la nube para seguir funcionando como tu sistema de registro con datos precisos y completos.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.softwareag.com\/es\/resources\/data-integration\/connx-data-replication\/\">Haz clic aqu\u00ed para obtener m\u00e1s informaci\u00f3n sobre la replicaci\u00f3n de datos para Snowflake<\/a><\/div>\n<\/div>\n\n\n\n<p class=\"translation-block\"><a href=\"https:\/\/www.softwareag.com\/es\/connx\/\" target=\"_blank\" rel=\"noreferrer noopener\">CONNX de Software AG<\/a> ofrece una soluci\u00f3n completa para la integraci\u00f3n de datos en un entorno h\u00edbrido. Ofrece conectividad inmediata a m\u00e1s de 150 fuentes de datos y plataformas l\u00edderes del sector, incluidas fuentes de datos heredadas como Adabas, VSAM, IMS, Rdb, Db2 y RMS. Las capacidades completas de ETL y ELT le permiten transformar los datos sobre la marcha, con m\u00e9todos exhaustivos para mapear tablas y campos.<br><\/p>\n\n\n\n<p class=\"translation-block\">Para reducir la carga sobre los sistemas de su empresa, puede utilizar la \u00abcaptura de datos modificados\u00bb para actualizar de forma incremental solo aquellos registros que hayan cambiado, lo que reduce el ancho de banda y la carga de trabajo en sus plataformas locales. Nuestro enfoque de <a href=\"https:\/\/www.softwareag.com\/es\/blog\/data-integration\/pure-play-data-integration-is-a-winning-strategy\/\" target=\"_self\">integraci\u00f3n de datos especializada<\/a> permite que todos sus sistemas funcionen en conjunto, y le permite potenciar el papel de su estrategia de datos y an\u00e1lisis dentro de la organizaci\u00f3n.<\/p>\n\n\n\n<p>Con el poder del movimiento eficiente de datos, la replicaci\u00f3n de datos en tiempo real y la sincronizaci\u00f3n casi en tiempo real, sus sistemas empresariales y en la nube pueden funcionar juntos a la perfecci\u00f3n. Esperamos ayudarle a combinar las fortalezas de su legado y la innovaci\u00f3n en la nube para construir un futuro h\u00edbrido que funcione.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n    <section\n        class=\"o-related-posts alignwide\"\n        aria-label=\"Contenido relacionado\"\n        style=\"--related-posts-columns: 3;\"\n    >\n        <div class=\"o-related-posts__inner\">\n            <div class=\"o-related-posts__header\">\n                <h6 class=\"o-related-posts__eyebrow\">Contenido relacionado<\/h6>\n                                    <h2 class=\"o-related-posts__heading\">\u00daltimos contenidos relacionados<\/h2>\n                                            <\/div>\n\n            <div class=\"o-related-posts__grid\">\n                                                                                                                        <a href=\"https:\/\/www.softwareag.com\/es\/blog\/linux-and-cloud\/adabas-natural-proven-foundations-cloud-ready-future\/\" class=\"m-card-post o-related-posts__card\">\n                            <div class=\"m-card-post__image\">\n                                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"693\" src=\"https:\/\/www.softwareag.com\/app\/uploads\/2026\/06\/julia-kadel-AqaS8qidbNM-unsplash-1024x693.png\" class=\"attachment-large size-large wp-post-image\" alt=\"colorized bridge at night\" srcset=\"https:\/\/www.softwareag.com\/app\/uploads\/2026\/06\/julia-kadel-AqaS8qidbNM-unsplash-1024x693.png 1024w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/06\/julia-kadel-AqaS8qidbNM-unsplash-300x203.png 300w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/06\/julia-kadel-AqaS8qidbNM-unsplash-768x519.png 768w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/06\/julia-kadel-AqaS8qidbNM-unsplash-1536x1039.png 1536w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/06\/julia-kadel-AqaS8qidbNM-unsplash-2048x1385.png 2048w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/06\/julia-kadel-AqaS8qidbNM-unsplash-18x12.png 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n                                                            <\/div>\n                                                            <div class=\"o-related-posts__top-meta\">\n                                                                            <span class=\"m-card-post__category\">BLOG<\/span>\n                                                                                                                <span\n                                            class=\"m-card-post__time o-related-posts__time-inline sag-readtime-label\"\n                                        >\n                                            <span\n                                                class=\"material-symbols-outlined o-related-posts__time-icon\"\n                                                aria-hidden=\"true\" data-no-translation=\"\"\n                                            >\n                                                schedule\n                                            <\/span>\n                                            4 MIN de lectura\n                                        <\/span>\n                                                                    <\/div>\n                                                        <h3 class=\"m-card-post__title\">Adabas &amp; 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Often, the culprit is a lack of access to real-time mainframe data. Learn how to bridge this gap, empower analytics teams, and set the stage for future innovation.\n                                <\/p>\n                                                    <\/a>\n                                                                                                                                            <a href=\"https:\/\/www.softwareag.com\/es\/blog\/skills\/how-global-leaders-are-solving-the-mainframe-capacity-crisis-with-real-world-case-studies\/\" class=\"m-card-post o-related-posts__card\">\n                            <div class=\"m-card-post__image\">\n                                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/pexels-photo-4508751-1024x682.jpeg\" class=\"attachment-large size-large wp-post-image\" alt=\"racks de servidores en centro de datos\" srcset=\"https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/pexels-photo-4508751-1024x682.jpeg 1024w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/pexels-photo-4508751-300x200.jpeg 300w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/pexels-photo-4508751-768x512.jpeg 768w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/pexels-photo-4508751-1536x1024.jpeg 1536w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/pexels-photo-4508751-18x12.jpeg 18w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/pexels-photo-4508751.jpeg 1880w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n                                                            <\/div>\n                                                            <div class=\"o-related-posts__top-meta\">\n                                                                            <span class=\"m-card-post__category\">BLOG<\/span>\n                                                                                                                <span\n                                            class=\"m-card-post__time o-related-posts__time-inline sag-readtime-label\"\n                                        >\n                                            <span\n                                                class=\"material-symbols-outlined o-related-posts__time-icon\"\n                                                aria-hidden=\"true\" data-no-translation=\"\"\n                                            >\n                                                schedule\n                                            <\/span>\n                                            4 MIN de lectura\n                                        <\/span>\n                                                                    <\/div>\n                                                        <h3 class=\"m-card-post__title\">C\u00f3mo los l\u00edderes mundiales est\u00e1n resolviendo la crisis de capacidad de los mainframes: tres estudios de caso del mundo real\u00a0<\/h3>\n                                                            <p class=\"m-card-post__excerpt\">\n                                    Las empresas mejoraron la eficiencia de la CPU mediante la redistribuci\u00f3n de las cargas de trabajo COBOL con JOPAZ, logrando un ahorro sustancial de costes y mejoras en el rendimiento sin alterar el [\u2026]\n                                <\/p>\n                                                    <\/a>\n                                                <\/div>\n        <\/div>\n    <\/section>","protected":false},"excerpt":{"rendered":"<p>Data integration enables seamless data movement and synchronization between on-premises systems and the cloud, supporting a hybrid IT environment for reliable, real-time insights.<\/p>","protected":false},"author":9,"featured_media":524,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[45],"tags":[60,61],"product":[48],"class_list":["post-523","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-integration","tag-cloud","tag-mainframe","product-connx"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How data integration helps you thrive in a hybrid world | Software AG<\/title>\n<meta name=\"description\" content=\"Overcome challenges in cloud innovation with effective data integration. Achieve seamless hybrid solutions for your organization.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/how-data-integration-helps-you-thrive-in-a-hybrid-world\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How data integration helps you thrive in a hybrid world\" \/>\n<meta property=\"og:description\" content=\"Overcome challenges in cloud innovation with effective data integration. 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