{"id":2112,"date":"2015-04-28T09:03:34","date_gmt":"2015-04-28T07:03:34","guid":{"rendered":"http:\/\/www.inesem.es\/revistadigital\/informatica-y-tics\/?p=2112"},"modified":"2025-08-01T11:16:07","modified_gmt":"2025-08-01T09:16:07","slug":"que-es-el-business-intelligence-bi-o-inteligencia-de-negocios","status":"publish","type":"post","link":"https:\/\/www.inesem.es\/revistadigital\/informatica-y-tics\/que-es-el-business-intelligence-bi-o-inteligencia-de-negocios","title":{"rendered":"Qu\u00e9 es el Business Intelligence (BI) o inteligencia de negocios"},"content":{"rendered":"<p style=\"text-align: justify\">Con la proliferaci\u00f3n de los sistemas de almacenamiento masivo o <strong>Big Data<\/strong>, surgen nuevas necesidades para tratar los datos de modo que, esas grandes masas de informaci\u00f3n nos reporten los beneficios esperados.<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-2113\" title=\"business intelligence INESEM\" src=\"https:\/\/www.inesem.es\/revistadigital\/informatica-y-tics\/files\/2015\/04\/Inesem-Business-Intelligence.jpg\" alt=\"gr\u00e1fico sobre el business intelligence\" width=\"391\" height=\"384\" srcset=\"https:\/\/www.inesem.es\/revistadigital\/informatica-y-tics\/files\/2015\/04\/Inesem-Business-Intelligence.jpg 699w, https:\/\/www.inesem.es\/revistadigital\/informatica-y-tics\/files\/2015\/04\/Inesem-Business-Intelligence-175x172.jpg 175w\" sizes=\"(max-width: 391px) 100vw, 391px\" \/><\/p>\n<p style=\"text-align: justify\">Sobre esta l\u00ednea trata lo que se ha dado a conocer como <strong>Businesss Intelligence (BI)<\/strong> o <strong>inteligencia de negocios<\/strong>, que podr\u00edamos definirlo como:<\/p>\n<blockquote><p>\u00abEl conjunto de procesos para transformar los datos en conocimiento, que permita optimizar el proceso de toma de decisiones en las empresas.\u00bb<\/p><\/blockquote>\n<p style=\"text-align: justify\">Por tanto, en ese t\u00e9rmino asociamos todas las metodolog\u00edas, aplicaciones y tecnolog\u00edas que permiten reunir, depurar y transformar los datos de la empresa (recogidos de cualquiera de los puntos de entrada posible) en informaci\u00f3n estructurada para su an\u00e1lisis y transformaci\u00f3n en conocimiento, que ayude en la toma de decisiones.<\/p>\n<p style=\"text-align: justify\">La diferencia con los sistemas operacionales tradicionales es que estos no est\u00e1n normalizados para responder a consultas de alto rendimiento. En este sentido, los procesos ETL (extracci\u00f3n, transformaci\u00f3n y carga) que nutren a los sistemas Business Intelligence deben considerar esta normalizaci\u00f3n necesaria para responder a las consultas que le realizaremos.<\/p>\n<p style=\"text-align: justify\">El an\u00e1lisis correcto de la informaci\u00f3n va a generar una ventaja competitiva en la empresa dado que proporcionar\u00e1 informaci\u00f3n privilegiada para responder a cuestiones relativas como:<\/p>\n<ul style=\"text-align: justify\">\n<li>Accesos a nuevos mercados.<\/li>\n<li>Lanzamiento de nuevos productos.<\/li>\n<li>Mejor control financiero.<\/li>\n<li>Mejora en log\u00edstica y almacenamiento.<\/li>\n<li>Optima planificaci\u00f3n en la producci\u00f3n.<\/li>\n<li>An\u00e1lisis m\u00e1s eficiente de los perfiles de clientes.<\/li>\n<li>Etc.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">En cuanto a las propias tareas administrativas de la empresa, tambi\u00e9n los sistemas Business Intelligence aportan ventajas:<\/p>\n<ul style=\"text-align: justify\">\n<li>R\u00e1pida detecci\u00f3n de desviaciones en presupuestos.<\/li>\n<li>Ahorro en generaci\u00f3n y an\u00e1lisis de informes.<\/li>\n<li>Identificaci\u00f3n tanto de productos como de clientes con mayor rentabilidad.<\/li>\n<li>Seguimiento eficiente de los objetivos planificados.<\/li>\n<li>Etc.<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Las soluciones de Business Intelligence se pueden agrupar en dos grupos:<\/p>\n<ul style=\"text-align: justify\">\n<li>Informes:\n<ul>\n<li>Informes predefinidos.<\/li>\n<li>Informes a medida.<\/li>\n<li>Consultas (\u201cQuery\u201d)\/Cubos OLAP (On-Line Analytic Processing).<\/li>\n<li>Alertas.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul style=\"text-align: justify\">\n<li>An\u00e1lisis:\n<ul>\n<li>An\u00e1lisis estad\u00edstico.<\/li>\n<li>Pron\u00f3sticos (\u201cForecasting\u201d).<\/li>\n<li>Modelado Predictivo o Miner\u00eda de datos (\u201cData Mining\u201d).<\/li>\n<li>Optimizaci\u00f3n.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify\">Desde el punto de vista tecnol\u00f3gico, nos encontramos m\u00faltiples soluciones para la aplicaci\u00f3n de esta idea de Business Intelligence. Estas soluciones van desde el propio Microsoft Excel, a trav\u00e9s de funcionalidades espec\u00edficas de esta aplicaci\u00f3n, hasta soluciones espec\u00edficas como MicroStrategy o las que aportan Oracle o Microsoft. Por supuesto, existen soluciones Open Source para cubrir estas necesidades como, por ejemplo, Pentaho.<\/p>\n<p style=\"text-align: justify\">Este es sin duda un campo que en los pr\u00f3ximos a\u00f1os va a necesitar de muchos profesionales y va a tener enormes posibilidades de salidas laborales. Por lo tanto, es una buena opci\u00f3n a tener en cuenta dentro de nuestro plan de formaci\u00f3n.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Conoce qu\u00e9 es el Business Intelligence y cu\u00e1les son sus m\u00faltiples posibilidades empresariales.<\/p>\n","protected":false},"author":70,"featured_media":2113,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[729],"class_list":["post-2112","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analisis-de-datos"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Business Intelligence: c\u00f3mo transforma tu negocio<\/title>\n<meta name=\"description\" content=\"Conoce qu\u00e9 es el Business Intelligence y cu\u00e1les son sus m\u00faltiples posibilidades empresariales.\" \/>\n<meta name=\"robots\" content=\"index, follow, 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