{"id":8132,"date":"2022-10-15T20:15:52","date_gmt":"2022-10-15T18:15:52","guid":{"rendered":"https:\/\/testing.xplaye.com\/ikusi2\/?p=8132"},"modified":"2023-08-11T22:06:36","modified_gmt":"2023-08-11T22:06:36","slug":"business-analytics-vs-business-intelligence","status":"publish","type":"post","link":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/","title":{"rendered":"Business Analytics vs Business Intelligence: diferencias clave"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p class=\"ql-align-justify\"><strong>Business Analytics vs Business Intelligence <\/strong>son dos t\u00e9rminos que los profesionales suelen utilizar indistintamente. Pero los expertos empresariales debaten con frecuencia si la inteligencia empresarial es un subconjunto de la anal\u00edtica empresarial, o viceversa, y suele haber una superposici\u00f3n entre c\u00f3mo se definen los dos campos.<\/p>\n<p class=\"ql-align-justify\">Comprender las diferencias entre el an\u00e1lisis e inteligencia empresarial puede ayudar a los l\u00edderes a elegir las herramientas y talento adecuados para hacer crecer sus negocios.<\/p>\n<p class=\"ql-align-justify\">Todos los d\u00edas se genera una cantidad abrumadora de informaci\u00f3n que es utilizada para tomar decisiones inteligentes, identificar problemas y ser rentable. Para ello, se necesita de m\u00e9todos y herramientas para convertir los datos hist\u00f3ricos y contempor\u00e1neos en informaci\u00f3n procesable y disponible.<\/p>\n<p class=\"ql-align-justify\">Pero, \u00bfcu\u00e1l es la diferencia entre estas soluciones y cu\u00e1l es la adecuada para las necesidades de su negocio? Antes de aclarar las diferencias, comencemos con sus definiciones.<\/p>\n<h2 class=\"ql-align-justify\"><strong>\u00bfQu\u00e9 es el Business Analytics (BA)?<\/strong><\/h2>\n<p class=\"ql-align-justify\">Tambi\u00e9n conocido como an\u00e1lisis de negocios o empresarial, se utiliza para acceder a enfoques y tecnolog\u00edas capaces de explorar datos estad\u00edsticos de una empresa, con el fin de obtener informaci\u00f3n vital que contribuya a mejorar la toma de decisiones, la planificaci\u00f3n empresarial, y reducir los costos operativos.<\/p>\n<p>El an\u00e1lisis empresarial emplea herramientas cuantitativas para hacer predicciones y desarrollar estrategias futuras para el crecimiento, como son:<\/p>\n<ul>\n<li class=\"ql-align-justify\">an\u00e1lisis correlacional;<\/li>\n<li class=\"ql-align-justify\">an\u00e1lisis de regresi\u00f3n;<\/li>\n<li class=\"ql-align-justify\">an\u00e1lisis factorial;<\/li>\n<li class=\"ql-align-justify\">an\u00e1lisis pron\u00f3sticos;<\/li>\n<li class=\"ql-align-justify\">extracci\u00f3n de texto;<\/li>\n<li class=\"ql-align-justify\">an\u00e1lisis de im\u00e1genes y otros;<\/li>\n<li class=\"ql-align-justify\">an\u00e1lisis de negocios.<\/li>\n<\/ul>\n<p><a href=\"https:\/\/mexico.ikusi.com\/por-que-el-machine-learning-es-esencial-para-tu-negocio\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-8117 size-full\" src=\"https:\/\/testing.xplaye.com\/ikusi2\/wp-content\/uploads\/2022\/09\/CTA_Por-que-el-machine-learning-es-esencial-para-tu-negocio_4-dicas-para-melhorar-o-desempenho-dos-seus-colaboradores-02.png\" alt=\"\" width=\"1668\" height=\"417\" \/><\/a><\/p>\n<h2 class=\"ql-align-justify\"><strong>\u00bfQu\u00e9 es Business Intelligence (BI)?<\/strong><\/h2>\n<p class=\"ql-align-justify\">Se traduce c\u00f3mo inteligencia de negocios o empresarial, consiste en una infraestructura que ayuda al proceso de recopilaci\u00f3n, almacenamiento y an\u00e1lisis de datos en las operaciones comerciales. Proporciona m\u00e9tricas comerciales integrales en tiempo real, para respaldar la toma de decisiones en el negocio.<\/p>\n<p class=\"ql-align-justify\">Las herramientas de inteligencia empresarial incorporan una variedad de herramientas de software y otros sistemas. Algunos de ellos son:<\/p>\n<ul>\n<li class=\"ql-align-justify\">hojas de c\u00e1lculo;<\/li>\n<li class=\"ql-align-justify\">procesamiento anal\u00edtico en l\u00ednea;<\/li>\n<li class=\"ql-align-justify\">software de informes;<\/li>\n<li class=\"ql-align-justify\">software de monitoreo de actividad comercial;<\/li>\n<li class=\"ql-align-justify\">software de extracci\u00f3n de datos.<\/li>\n<\/ul>\n<h2 class=\"ql-align-justify\"><strong>\u00bfDiferencias entre Business Analytics vs Business Intelligence?<\/strong><\/h2>\n<p class=\"ql-align-justify\">Sin duda, ambos procesos aprovechan los datos para mejorar el negocio, pero avancemos un poco m\u00e1s para comprender la disimilitud entre <strong>Business Analytics vs Business Intelligence<\/strong>:<\/p>\n<h2 class=\"ql-align-justify\"><strong>1. Business Analytics (BA)\/An\u00e1lisis empresarial<\/strong><\/h2>\n<p class=\"ql-align-justify\">A continuaci\u00f3n, las principales cualidades:<\/p>\n<ul>\n<li class=\"ql-align-justify\">Se centra en datos pasados a fin de extraer informaci\u00f3n y ejecutar las operaciones comerciales que impulsan las necesidades del cliente y aumentan su productividad;<\/li>\n<li class=\"ql-align-justify\">Es la forma m\u00e1s asertiva de cambiar el negocio para que sean m\u00e1s eficientes las operaciones;<\/li>\n<li class=\"ql-align-justify\">Da maxima prioridad al an\u00e1lisis predictivo, utiliza el modelado, la estad\u00edstica y el aprendizaje autom\u00e1tico (ML) a objeto de determinar la probabilidad de resultados futuros;<\/li>\n<li class=\"ql-align-justify\">Se concentra en m\u00faltiples herramientas que realizan diferentes aplicaciones operativas;<\/li>\n<li class=\"ql-align-justify\">Responde a la pregunta \u00bfpor qu\u00e9? A objeto que pueda hacer predicciones m\u00e1s precisas e informadas sobre lo que suceder\u00e1;<\/li>\n<li class=\"ql-align-justify\">Anticipa desarrollos y facilita el realizar los cambios necesarios para tener \u00e9xito;<\/li>\n<li class=\"ql-align-justify\"><a href=\"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/transformar-datos-empresas\/\" target=\"_blank\" rel=\"noopener noreferrer\">Transforma datos<\/a> existentes en diferentes formas o elementos, y los estudia como un todo para obtener la m\u00e1xima informaci\u00f3n. Se aplica tanto a datos no estructurados como semiestructurados modific\u00e1ndolos de forma significativa antes de analizarlos;<\/li>\n<li class=\"ql-align-justify\">Utiliza herramientas como: Word, Google Docs, MS Visio, MS Office Instruments, entre otros;<\/li>\n<li class=\"ql-align-justify\">Emplea diferentes metodolog\u00edas tecnol\u00f3gicas y modernas para manejar grandes vol\u00famenes de datos;<\/li>\n<li class=\"ql-align-justify\">Los elementos claves son: conseguir los objetivos, buenas habilidades de comunicaci\u00f3n verbal, capacidad de organizar reuniones de socios, perfeccionar las aptitudes.<\/li>\n<\/ul>\n<h2 class=\"ql-align-justify\"><strong>2. Business Intelligence (BI)\/Inteligencia empresarial<\/strong><\/h2>\n<p>El<a href=\"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/empresas-que-utilizan-business-intelligence\/\" target=\"_blank\" rel=\"noopener noreferrer\"> Business Intelligence <\/a>se destaca por los siguientes aspectos:<\/p>\n<ul>\n<li class=\"ql-align-justify\">Examina el pasado y su visualizaci\u00f3n para impulsar las necesidades comerciales actuales;<\/li>\n<li class=\"ql-align-justify\">Es utilizado para administrar los negocios de manera efectiva;<\/li>\n<li class=\"ql-align-justify\">Se concentra principalmente en informar los datos analizados;<\/li>\n<li class=\"ql-align-justify\">Consiste en paneles de interfaz de usuario para llevar a cabo el an\u00e1lisis y las operaciones;<\/li>\n<li class=\"ql-align-justify\">Da m\u00e1xima prioridad al an\u00e1lisis descriptivo, que muestra un resumen de los datos hist\u00f3ricos y nuevos para mostrar lo sucedido o lo que est\u00e1 sucediendo;<\/li>\n<li class=\"ql-align-justify\">Responde a las preguntas &#8220;qu\u00e9&#8221; y &#8220;c\u00f3mo&#8221; para que pueda replicar lo que funciona y cambiar lo que no;<\/li>\n<li class=\"ql-align-justify\">Utiliza herramientas como: SAP Trade Objects, QlikSense, TIBCO, PowerBI, Excel, entre otros;<\/li>\n<li class=\"ql-align-justify\">Aplica para todas las empresas de gran escala;<\/li>\n<li class=\"ql-align-justify\">Los datos se pueden producir en forma de paneles, informes o tablas din\u00e1micas para diferentes usuarios, como ejecutivos, gerentes y analistas, respectivamente,<\/li>\n<li class=\"ql-align-justify\">Brinda conocimientos o informaci\u00f3n sobre los datos en s\u00ed mismos en lugar de realizar transformaciones o conversiones adicionales para brindar conocimientos de los propios datos;<\/li>\n<li class=\"ql-align-justify\">Aplica a las <a href=\"https:\/\/testing.xplaye.com\/ikusi2\/mx\/como-proteger-tu-base-de-datos\/\" target=\"_blank\" rel=\"noopener noreferrer\">bases de datos<\/a> estructurados de las aplicaciones empresariales, como los sistemas de software financiero y la planificaci\u00f3n de recursos empresariales (ERP), para obtener informaci\u00f3n de las transacciones financieras pasadas, as\u00ed como en \u00e1reas de la cadena de suministro y operaciones;<\/li>\n<li class=\"ql-align-justify\">\u00a0Viene debajo de Business Analytics.<\/li>\n<li class=\"ql-align-justify\">Los elementos claves son la recopilaci\u00f3n, almacenamiento y gesti\u00f3n de datos. Se utiliza para aplicaciones de intercambio, dominio e informaci\u00f3n empresarial.<\/li>\n<\/ul>\n<h2 class=\"ql-align-justify\"><strong>Determinar las necesidades de an\u00e1lisis e inteligencia empresarial<\/strong><\/h2>\n<p class=\"ql-align-justify\">Tratar de decidir entre <strong>Business Analytics vs Business Intelligence<\/strong> para determinar cu\u00e1l de los dos es el mejor, no es la mejor forma y tampoco es \u00fatil para entender cu\u00e1l debe ser la gesti\u00f3n de los datos. En realidad, una empresa necesita de ambos esquemas, es decir, tanto del an\u00e1lisis empresarial como de la inteligencia empresarial (modelo descriptivo y predictivo) para poder alcanzar el \u00e9xito.<\/p>\n<h2 class=\"ql-align-justify\"><strong>Conclusiones<\/strong><\/h2>\n<p class=\"ql-align-justify\">Para operar con el <strong>Business Intelligence y Business Analytics <\/strong>es importante saber que utilizan t\u00e9cnicas que desempe\u00f1an roles diferentes. Pero su fin es \u00fanico y consiste en aumentar la productividad del negocio.<\/p>\n<p class=\"ql-align-justify\">Los requisitos adicionales se basan en datos comerciales presentes y pasados para ejecutar las operaciones actuales y futuras de manera efectiva.<\/p>\n<p class=\"ql-align-justify\">Business Intelligence analiza los datos pasados y presentes para operar el negocio actual de manera eficiente, mientras que Business Analytics analiza los datos pasados para comprender los escenarios actuales y estar preparado para los negocios futuros.<\/p>\n<p class=\"ql-align-justify\">La elecci\u00f3n de las soluciones para el negocio depende de los objetivos, metas y objetivos de la empresa. Pero algo que si es seguro, es que la mayor\u00eda de las empresas invertir\u00e1n tanto en sus operaciones actuales como a futuro para asegurar el \u00e9xito de sus negocios.<\/p>\n<p class=\"ql-align-justify\">Para conocer las mejores herramientas tecnol\u00f3gicas para el manejo de datos en el sector empresarial. <a href=\"https:\/\/testing.xplaye.com\/ikusi2\/mx\/contactanos\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cont\u00e1ctanos para asesorarte<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Business Analytics vs Business Intelligence: conoce las diferencia entre estos modernos conceptos.<\/p>\n","protected":false},"author":2,"featured_media":8133,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[82],"tags":[79],"temas":[152],"class_list":["post-8132","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tendencias-mx","tag-inteligencia-artificial","temas-inteligencia-artificial"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Business Analytics vs Business Intelligence: diferencias clave<\/title>\n<meta name=\"description\" content=\"Business Analytics vs Business Intelligence: conoce las diferencia entre estos modernos conceptos.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Business Analytics vs Business Intelligence: diferencias clave\" \/>\n<meta property=\"og:description\" content=\"Business Analytics vs Business Intelligence: conoce las diferencia entre estos modernos conceptos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/\" \/>\n<meta property=\"og:site_name\" content=\"Ikusi MX\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/ikusilatam\" \/>\n<meta property=\"article:published_time\" content=\"2022-10-15T18:15:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-08-11T22:06:36+00:00\" \/>\n<meta name=\"author\" content=\"Ikusi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@ikusilatam\" \/>\n<meta name=\"twitter:site\" content=\"@ikusilatam\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ikusi\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/blog\\\/business-analytics-vs-business-intelligence\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/blog\\\/business-analytics-vs-business-intelligence\\\/\"},\"author\":{\"name\":\"Ikusi\",\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/#\\\/schema\\\/person\\\/bcd06b0e7689b90689815d0b78a2bc2d\"},\"headline\":\"Business Analytics vs Business Intelligence: diferencias clave\",\"datePublished\":\"2022-10-15T18:15:52+00:00\",\"dateModified\":\"2023-08-11T22:06:36+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/blog\\\/business-analytics-vs-business-intelligence\\\/\"},\"wordCount\":1110,\"publisher\":{\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/blog\\\/business-analytics-vs-business-intelligence\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2022\\\/09\\\/ikusi_ikusi_image_910.jpeg\",\"keywords\":[\"Inteligencia artificial\"],\"articleSection\":[\"Tendencias\"],\"inLanguage\":\"es\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/blog\\\/business-analytics-vs-business-intelligence\\\/\",\"url\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/blog\\\/business-analytics-vs-business-intelligence\\\/\",\"name\":\"Business Analytics vs Business Intelligence: diferencias clave\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/blog\\\/business-analytics-vs-business-intelligence\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/blog\\\/business-analytics-vs-business-intelligence\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2022\\\/09\\\/ikusi_ikusi_image_910.jpeg\",\"datePublished\":\"2022-10-15T18:15:52+00:00\",\"dateModified\":\"2023-08-11T22:06:36+00:00\",\"description\":\"Business Analytics vs Business Intelligence: conoce las diferencia entre estos modernos conceptos.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/blog\\\/business-analytics-vs-business-intelligence\\\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/blog\\\/business-analytics-vs-business-intelligence\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/blog\\\/business-analytics-vs-business-intelligence\\\/#primaryimage\",\"url\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2022\\\/09\\\/ikusi_ikusi_image_910.jpeg\",\"contentUrl\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2022\\\/09\\\/ikusi_ikusi_image_910.jpeg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/blog\\\/business-analytics-vs-business-intelligence\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Business Analytics vs Business Intelligence: diferencias clave\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/#website\",\"url\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/\",\"name\":\"Ikusi\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/#organization\"},\"alternateName\":\"Ikusi\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/#organization\",\"name\":\"Ikusi\",\"alternateName\":\"Ikusi\",\"url\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2023\\\/04\\\/ikusi.svg\",\"contentUrl\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2023\\\/04\\\/ikusi.svg\",\"width\":1,\"height\":1,\"caption\":\"Ikusi\"},\"image\":{\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/ikusilatam\",\"https:\\\/\\\/x.com\\\/ikusilatam\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/ikusilatam\\\/\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UC7QvmB90i9qYgmF3P7iUGhQ\",\"https:\\\/\\\/www.instagram.com\\\/ikusilatam\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/#\\\/schema\\\/person\\\/bcd06b0e7689b90689815d0b78a2bc2d\",\"name\":\"Ikusi\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/962736704ad33e8f2d1fd7afc591ab0f78027bd65a33c2312c6d1ef90a4b2e77?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/962736704ad33e8f2d1fd7afc591ab0f78027bd65a33c2312c6d1ef90a4b2e77?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/962736704ad33e8f2d1fd7afc591ab0f78027bd65a33c2312c6d1ef90a4b2e77?s=96&d=mm&r=g\",\"caption\":\"Ikusi\"},\"url\":\"https:\\\/\\\/testing.xplaye.com\\\/ikusi2\\\/mx\\\/author\\\/ikusi\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Business Analytics vs Business Intelligence: diferencias clave","description":"Business Analytics vs Business Intelligence: conoce las diferencia entre estos modernos conceptos.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/","og_locale":"es_MX","og_type":"article","og_title":"Business Analytics vs Business Intelligence: diferencias clave","og_description":"Business Analytics vs Business Intelligence: conoce las diferencia entre estos modernos conceptos.","og_url":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/","og_site_name":"Ikusi MX","article_publisher":"https:\/\/www.facebook.com\/ikusilatam","article_published_time":"2022-10-15T18:15:52+00:00","article_modified_time":"2023-08-11T22:06:36+00:00","author":"Ikusi","twitter_card":"summary_large_image","twitter_creator":"@ikusilatam","twitter_site":"@ikusilatam","twitter_misc":{"Escrito por":"Ikusi","Tiempo de lectura":"5 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/#article","isPartOf":{"@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/"},"author":{"name":"Ikusi","@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/#\/schema\/person\/bcd06b0e7689b90689815d0b78a2bc2d"},"headline":"Business Analytics vs Business Intelligence: diferencias clave","datePublished":"2022-10-15T18:15:52+00:00","dateModified":"2023-08-11T22:06:36+00:00","mainEntityOfPage":{"@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/"},"wordCount":1110,"publisher":{"@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/#organization"},"image":{"@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/#primaryimage"},"thumbnailUrl":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-content\/uploads\/sites\/2\/2022\/09\/ikusi_ikusi_image_910.jpeg","keywords":["Inteligencia artificial"],"articleSection":["Tendencias"],"inLanguage":"es"},{"@type":"WebPage","@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/","url":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/","name":"Business Analytics vs Business Intelligence: diferencias clave","isPartOf":{"@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/#website"},"primaryImageOfPage":{"@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/#primaryimage"},"image":{"@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/#primaryimage"},"thumbnailUrl":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-content\/uploads\/sites\/2\/2022\/09\/ikusi_ikusi_image_910.jpeg","datePublished":"2022-10-15T18:15:52+00:00","dateModified":"2023-08-11T22:06:36+00:00","description":"Business Analytics vs Business Intelligence: conoce las diferencia entre estos modernos conceptos.","breadcrumb":{"@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/#primaryimage","url":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-content\/uploads\/sites\/2\/2022\/09\/ikusi_ikusi_image_910.jpeg","contentUrl":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-content\/uploads\/sites\/2\/2022\/09\/ikusi_ikusi_image_910.jpeg"},{"@type":"BreadcrumbList","@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/blog\/business-analytics-vs-business-intelligence\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/"},{"@type":"ListItem","position":2,"name":"Business Analytics vs Business Intelligence: diferencias clave"}]},{"@type":"WebSite","@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/#website","url":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/","name":"Ikusi","description":"","publisher":{"@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/#organization"},"alternateName":"Ikusi","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Organization","@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/#organization","name":"Ikusi","alternateName":"Ikusi","url":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/","logo":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/#\/schema\/logo\/image\/","url":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-content\/uploads\/sites\/2\/2023\/04\/ikusi.svg","contentUrl":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-content\/uploads\/sites\/2\/2023\/04\/ikusi.svg","width":1,"height":1,"caption":"Ikusi"},"image":{"@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/ikusilatam","https:\/\/x.com\/ikusilatam","https:\/\/www.linkedin.com\/company\/ikusilatam\/","https:\/\/www.youtube.com\/channel\/UC7QvmB90i9qYgmF3P7iUGhQ","https:\/\/www.instagram.com\/ikusilatam\/"]},{"@type":"Person","@id":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/#\/schema\/person\/bcd06b0e7689b90689815d0b78a2bc2d","name":"Ikusi","image":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/secure.gravatar.com\/avatar\/962736704ad33e8f2d1fd7afc591ab0f78027bd65a33c2312c6d1ef90a4b2e77?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/962736704ad33e8f2d1fd7afc591ab0f78027bd65a33c2312c6d1ef90a4b2e77?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/962736704ad33e8f2d1fd7afc591ab0f78027bd65a33c2312c6d1ef90a4b2e77?s=96&d=mm&r=g","caption":"Ikusi"},"url":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/author\/ikusi\/"}]}},"_links":{"self":[{"href":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-json\/wp\/v2\/posts\/8132","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-json\/wp\/v2\/comments?post=8132"}],"version-history":[{"count":1,"href":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-json\/wp\/v2\/posts\/8132\/revisions"}],"predecessor-version":[{"id":10710,"href":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-json\/wp\/v2\/posts\/8132\/revisions\/10710"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-json\/"}],"wp:attachment":[{"href":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-json\/wp\/v2\/media?parent=8132"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-json\/wp\/v2\/categories?post=8132"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-json\/wp\/v2\/tags?post=8132"},{"taxonomy":"temas","embeddable":true,"href":"https:\/\/testing.xplaye.com\/ikusi2\/mx\/wp-json\/wp\/v2\/temas?post=8132"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}