{"id":814473,"date":"2026-01-19T09:00:27","date_gmt":"2026-01-19T08:00:27","guid":{"rendered":"https:\/\/www.devoteam.com\/whitepaper\/beyond-the-dashboard-how-ai-agents-are-solving-the-next-generation-of-analytics-challenges\/"},"modified":"2026-01-20T16:33:51","modified_gmt":"2026-01-20T15:33:51","slug":"whitepaper-como-los-agentes-de-ia-resuelven-los-retos-de-la-analitica-de-nueva-generacion","status":"publish","type":"whitepaper","link":"https:\/\/devoteam.info\/es\/whitepaper\/whitepaper-como-los-agentes-de-ia-resuelven-los-retos-de-la-analitica-de-nueva-generacion\/","title":{"rendered":"M\u00e1s all\u00e1 del dashboard: c\u00f3mo los agentes de IA est\u00e1n resolviendo los retos de la pr\u00f3xima generaci\u00f3n de la anal\u00edtica"},"content":{"rendered":"\n<p class=\"has-medium-small-font-size wp-block-paragraph\">\u00bfEst\u00e1s invirtiendo fuertemente en <strong>plataformas de Business Intelligence<\/strong> pero sigues teniendo dificultades para obtener <strong>insights fiables y a tiempo<\/strong>?.<br><br>No est\u00e1s solo. <strong>El 71 % de las organizaciones<\/strong> se enfrentan a problemas de <strong>escalabilidad<\/strong> cuando trabajan con datos. Las herramientas tradicionales de BI suelen ser <strong>demasiado complejas para los usuarios de negocio<\/strong> y generan <strong>backlogs interminables para los equipos de datos<\/strong>.<\/p>\n\n\n\n<p class=\"has-medium-small-font-size wp-block-paragraph\">En <strong>Beyond the Dashboard<\/strong> mostramos c\u00f3mo pasar de dashboards est\u00e1ticos a agentes de IA aut\u00f3nomos. Pero \u00bfc\u00f3mo cerrar la brecha entre los datos en bruto y la acci\u00f3n inteligente?<\/p>\n\n\n\n<p class=\"has-medium-small-font-size wp-block-paragraph\">Los expertos de Devoteam te ayudan a entender Agentic BI, un enfoque que aporta valor real a tu organizaci\u00f3n.<\/p>\n\n\n\n<div class=\"wp-block-group alignfull main-columns has-global-padding is-layout-constrained wp-container-core-group-is-layout-9ed5f2a3 wp-block-group-is-layout-constrained\" style=\"margin-top:0px;margin-bottom:0px;padding-top:var(--wp--preset--spacing--medium);padding-right:0;padding-bottom:var(--wp--preset--spacing--medium);padding-left:0\">\n<div class=\"wp-block-group animated-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cdb3485 wp-block-group-is-layout-flex\">\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=\"#form\">Descarga la gu\u00eda GRATUITA ahora<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-gray-light-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-03cab32d wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--medium);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium);padding-left:var(--wp--preset--spacing--medium)\">\n<h2 class=\"wp-block-heading has-medium-small-font-size\" id=\"h-tienes-dudas-sobre-el-futuro-de-tu-business-intelligence-muchas-organizaciones-encuentran-la-analitica-moderna-dificil-de-abordar\">\u00bfTienes dudas sobre el futuro de tu <strong>Business Intelligence<\/strong>? Muchas organizaciones encuentran la <strong>anal\u00edtica moderna<\/strong> dif\u00edcil de abordar.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u00bfTe suenan estos problemas?<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Problemas de escalabilidad:<\/strong> el <strong>71 % de las organizaciones<\/strong> reportan problemas de escalabilidad en BI, a pesar de que el volumen de datos aumenta en el <strong>87 % de las empresas<\/strong>.<\/li>\n\n\n\n<li><strong>Silos de datos y calidad:<\/strong> los datos inconsistentes y aislados erosionan la confianza, y el <strong>82 % de las organizaciones<\/strong> afirma que los silos de datos interrumpen flujos de trabajo cr\u00edticos.<\/li>\n\n\n\n<li><strong>Cuellos de botella en la integraci\u00f3n:<\/strong> los procesos ETL manuales son lentos y fr\u00e1giles, y a menudo retrasan la obtenci\u00f3n de insights durante <strong>semanas o incluso meses<\/strong>.<\/li>\n\n\n\n<li><strong>Presupuesto desaprovechado:<\/strong> los costes de anal\u00edtica en la nube sin control se disparan r\u00e1pidamente; los informes indican que <strong>m\u00e1s del 30 % del gasto en la nube se desperdicia<\/strong>.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Estos problemas son habituales. Una <strong>estrategia s\u00f3lida de Agentic BI<\/strong> puede ayudarte a superarlos.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-medium-small-font-size wp-block-paragraph\">La realidad para muchos es como tener un supercoche de \u00faltima generaci\u00f3n pero ning\u00fan conductor cualificado capaz de sacarlo del garaje. La potencia est\u00e1 ah\u00ed, pero la brecha entre la tecnolog\u00eda y los resultados accionables es hoy mayor que nunca.<\/p>\n\n\n\n<p class=\"has-base-font-size wp-block-paragraph\">Laurent Letourmy, Head of Data at Devoteam France<\/p>\n<\/blockquote>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium)\">\n<h2 class=\"wp-block-heading has-medium-small-font-size\" id=\"h-aqui-esta-la-respuesta-los-agentes-resolveran-tus-desafios\"><strong>Aqu\u00ed est\u00e1 la respuesta:<\/strong> los <strong>agentes<\/strong> resolver\u00e1n tus desaf\u00edos.<\/h2>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-top is-layout-flex wp-container-core-columns-is-layout-8d39b2df wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Este whitepaper ofrece consejos pr\u00e1cticos para afrontar los retos de la anal\u00edtica moderna mediante el despliegue de agentes de IA. Representa un cambio de enfoque: de dashboards pasivos a sistemas proactivos. \u00dasalo para:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Automatizar la entrega de insights:<\/strong> aprende c\u00f3mo los agentes aut\u00f3nomos pueden encargarse de tareas manuales como la limpieza e integraci\u00f3n de datos.<\/li>\n\n\n\n<li><strong>Democratizar los datos:<\/strong> descubre c\u00f3mo los Analytics Agents permiten a los usuarios hacer preguntas en lenguaje natural, evitando filtros complejos en los dashboards.<\/li>\n\n\n\n<li><strong>Optimizar costes:<\/strong> comprende c\u00f3mo los Resource Agents pueden gestionar de forma aut\u00f3noma el gasto en la nube para garantizar la sostenibilidad.<\/li>\n\n\n\n<li><strong>Evolucionar tu equipo:<\/strong> observa c\u00f3mo tus expertos en datos pueden pasar de crear informes manuales a convertirse en formadores y gestores estrat\u00e9gicos de agentes.<\/li>\n<\/ul>\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=\"#form\">Descarga ahora<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2026\/01\/Beyond-the-dashboard_mockup-1024x729.png\" alt=\"\" class=\"wp-image-813755\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-medium-small-font-size wp-block-paragraph\">La pr\u00f3xima ola de la anal\u00edtica no consiste en crear m\u00e1s dashboards, sino en eliminar la distancia entre una pregunta y su respuesta.<br>Los agentes de IA transforman la entrega de insights, pasando de un enfoque reactivo a uno aut\u00f3nomo.<\/p>\n\n\n\n<p class=\"has-base-font-size wp-block-paragraph\"><strong>Gunter Aerts<\/strong>, Director Data Driven | Devoteam Belgium<\/p>\n<\/blockquote>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-gray-light-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-03cab32d wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--medium);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium);padding-left:var(--wp--preset--spacing--medium)\">\n<h2 class=\"wp-block-heading has-medium-small-font-size\" id=\"h-que-encontraras-en-el-interior\"><strong>Qu\u00e9 encontrar\u00e1s en el interior:<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Esto es lo que cubre el playbook:<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8d39b2df wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list\">\n<li><strong>Modelo de Madurez de BI y Datos:<\/strong> un framework para identificar el nivel actual de tu organizaci\u00f3n, desde Foundational hasta Agentic.<\/li>\n\n\n\n<li><strong>Los 5 retos clave:<\/strong> un an\u00e1lisis en profundidad de los principales obst\u00e1culos del BI, incluyendo la calidad del dato, la complejidad de la integraci\u00f3n y la escasez de talento.<\/li>\n\n\n\n<li><strong>La soluci\u00f3n basada en agentes:<\/strong> desglose detallado de agentes espec\u00edficos como Data Quality Agents, Integration Agents y Governance Agents.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list\">\n<li><strong>Metodolog\u00eda de implementaci\u00f3n:<\/strong> un enfoque probado en 4 fases para dise\u00f1ar y desplegar BI impulsado por agentes, desde la estrategia hasta el escalado.<\/li>\n\n\n\n<li><strong>Human-in-the-Loop:<\/strong> pautas para evolucionar el rol de tu equipo y que pueda supervisar y entrenar sistemas inteligentes.<\/li>\n<\/ul>\n<\/div>\n<\/div>\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=\"#form\">Descargar<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading has-medium-small-font-size\" id=\"h-por-que-devoteam\"><strong>\u00bfPor qu\u00e9 Devoteam?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Devoteam ayuda a las organizaciones en su transformaci\u00f3n digital a trav\u00e9s de soluciones en <strong>IA, Cloud, Data y Ciberseguridad<\/strong>.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Experiencia consolidada:<\/strong> llevamos m\u00e1s de 30 a\u00f1os siendo nativos tecnol\u00f3gicos, generando resultados sostenibles en Cloud, Data, Cyber e IA.<\/li>\n\n\n\n<li><strong>Amplio pool de talento:<\/strong> contamos con 11.000 especialistas distribuidos por EMEA.<\/li>\n\n\n\n<li><strong>Experiencia demostrada:<\/strong> nuestro equipo dispone de m\u00e1s de 960 certificaciones en las principales plataformas cloud del mercado.<\/li>\n\n\n\n<li><strong>Partners estrat\u00e9gicos:<\/strong> colaboramos estrechamente con grandes l\u00edderes tecnol\u00f3gicos como AWS, Google Cloud, Microsoft, Databricks y Snowflake.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Soluciones end-to-end:<\/strong> abordamos proyectos de transformaci\u00f3n de principio a fin, desde la estrategia de datos y el gobierno del dato hasta la implementaci\u00f3n de plataformas y la integraci\u00f3n de IA.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-medium-small-font-size\" id=\"h-autores\"><strong>Autores: <\/strong><\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8d39b2df wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-style-column-box-shadow has-gray-light-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-a9070b44 wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--large);padding-right:var(--wp--preset--spacing--large);padding-bottom:var(--wp--preset--spacing--large);padding-left:var(--wp--preset--spacing--large)\">\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-fe6f0742 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-full is-resized is-style-rounded-full is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2026\/01\/Gunter-Aerts-.jpeg\" alt=\"\" class=\"wp-image-813728\" style=\"width:60px;height:60px\" srcset=\"https:\/\/devoteam.info\/wp-content\/uploads\/2026\/01\/Gunter-Aerts-.jpeg 800w, https:\/\/devoteam.info\/wp-content\/uploads\/2026\/01\/Gunter-Aerts--300x300.jpeg 300w, https:\/\/devoteam.info\/wp-content\/uploads\/2026\/01\/Gunter-Aerts--150x150.jpeg 150w, https:\/\/devoteam.info\/wp-content\/uploads\/2026\/01\/Gunter-Aerts--768x768.jpeg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-0f66ae2b wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:500\">Gunter Aerts<br>Director Data Driven, Devoteam Belgium<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group is-style-column-box-shadow has-gray-light-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-a9070b44 wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--large);padding-right:var(--wp--preset--spacing--large);padding-bottom:var(--wp--preset--spacing--large);padding-left:var(--wp--preset--spacing--large)\">\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-fe6f0742 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-full is-resized is-style-rounded-full is-style-rounded\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2023\/02\/Laurent-Letourmy.jpeg\" alt=\"\" class=\"wp-image-768368\" style=\"width:60px;height:60px\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-0f66ae2b wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:500\">Laurent Letourmy<br>Head of Data, Devoteam France<br><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-column-box-shadow has-gray-light-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-a9070b44 wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--large);padding-right:var(--wp--preset--spacing--large);padding-bottom:var(--wp--preset--spacing--large);padding-left:var(--wp--preset--spacing--large)\">\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-fe6f0742 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-full is-resized is-style-rounded-full is-style-rounded\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/12\/Cyril-Lehmann.jpg\" alt=\"\" class=\"wp-image-392383\" style=\"width:60px;height:60px\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-0f66ae2b wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:500\">Cyril Lehmann<br>Data Group Senior Vice President at Devoteam<\/p>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Pasa del reporting reactivo a una toma de decisiones proactiva e inteligente, resolviendo los retos de escalabilidad y complejidad del Business Intelligence moderno.<\/p>\n","protected":false},"featured_media":0,"template":"","categories":[737,730],"tags":[],"industry":[],"class_list":["post-814473","whitepaper","type-whitepaper","status-publish","hentry","category-data","category-inteligencia-artificial-ia"],"acf":[],"cards":"\n\t<div class=\"single-post-card\">\n\n\t\t\n\n\t\t\n\t\t<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-43282307 wp-block-group-is-layout-flex\">\n\t<p style=\"font-style:normal;font-weight:700\" class=\"has-link-color wp-elements-1 wp-block-lp-post-type has-text-color has-primary-color has-small-font-size\">Whitepaper<\/p>\n\n\t\t\n\t\t<h3 style=\"font-style:normal;font-weight:400\" class=\"wp-block-post-title has-base-font-size\"><a href=\"https:\/\/devoteam.info\/es\/whitepaper\/whitepaper-como-los-agentes-de-ia-resuelven-los-retos-de-la-analitica-de-nueva-generacion\/\" target=\"_self\" >M\u00e1s all\u00e1 del dashboard: c\u00f3mo los agentes de IA est\u00e1n resolviendo los retos de la pr\u00f3xima generaci\u00f3n de la anal\u00edtica<\/a><\/h3><\/div>\n\t\t\n\t<\/div>\n\n","yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.4 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>M\u00e1s all\u00e1 del dashboard: c\u00f3mo los agentes de IA est\u00e1n resolviendo los retos de la pr\u00f3xima generaci\u00f3n de la anal\u00edtica | Devoteam<\/title>\n<meta name=\"description\" content=\"Descubre c\u00f3mo los agentes de IA est\u00e1n transformando la anal\u00edtica avanzada: pasa de dashboards 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