{"id":59394,"date":"2020-10-04T18:24:17","date_gmt":"2020-10-04T16:24:17","guid":{"rendered":"https:\/\/www.carolinacampalans.com\/glossary\/business-intelligence\/"},"modified":"2026-05-28T19:11:02","modified_gmt":"2026-05-28T17:11:02","slug":"business-intelligence","status":"publish","type":"glosario","link":"https:\/\/www.carolinacampalans.com\/?glosario=business-intelligence","title":{"rendered":"Business Intelligence (BI)"},"content":{"rendered":"<div class=\"ttr_start\"><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p>Conjunto de estrategias, m\u00e9todos y tecnolog\u00edas empleadas para el an\u00e1lisis de datos clave para una actividad empresarial o de negocios. En espa\u00f1ol, inteligencia de negocios.<\/p>\n<\/div><div class=\"fusion-text fusion-text-2\">\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Descripci\u00f3n<\/h2><\/div><div class=\"fusion-text fusion-text-3\"><p data-path-to-node=\"0\">La inteligencia de negocios es el proceso de convertir datos brutos en decisiones inteligentes, por medio de una sucesi\u00f3n de procedimientos.<\/p>\n<h4 data-path-to-node=\"6,0,0\"><span class=\"ez-toc-section\" id=\"Recoleccion\"><\/span>Recolecci\u00f3n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p data-path-to-node=\"6,0,0\">Se extraen datos de distintas fuentes (ventas, redes sociales, inventarios, bases de datos).<\/p>\n<h4 data-path-to-node=\"6,1,0\"><span class=\"ez-toc-section\" id=\"Limpieza_y_carga\"><\/span>Limpieza y carga<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p data-path-to-node=\"6,1,0\">Los datos se \u00abpulen\u00bb para eliminar errores y se guardan en un solo lugar (<em>data warehouse<\/em>).<\/p>\n<h4 data-path-to-node=\"6,2,0\"><span class=\"ez-toc-section\" id=\"Analisis\"><\/span>An\u00e1lisis<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p data-path-to-node=\"6,2,0\">Se buscan patrones o tendencias: \u00bfPor qu\u00e9 bajaron las ventas en marzo? \u00bfQu\u00e9 producto es el m\u00e1s rentable?<\/p>\n<h4 data-path-to-node=\"6,3,0\"><span class=\"ez-toc-section\" id=\"Visualizacion\"><\/span>Visualizaci\u00f3n<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p data-path-to-node=\"6,3,0\">Los hallazgos se presentan en gr\u00e1ficos y tableros (<i data-path-to-node=\"6,3,0\" data-index-in-node=\"66\">dashboards<\/i>) f\u00e1ciles de entender para la direcci\u00f3n y los equipos de trabajo.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:24;--minFontSize:24;line-height:1.5;\">Objetivos<\/h3><\/div><div class=\"fusion-text fusion-text-4\"><p data-path-to-node=\"13\">El prop\u00f3sito de fondo de la BI es responder preguntas cr\u00edticas.<\/p>\n<h4 data-path-to-node=\"14,0,0\"><span class=\"ez-toc-section\" id=\"Identificar_oportunidades_de_mercado\"><\/span>Identificar oportunidades de mercado<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p data-path-to-node=\"14,0,0\">Saber qu\u00e9 quiere el cliente antes que la competencia.<\/p>\n<h4 data-path-to-node=\"14,1,0\"><span class=\"ez-toc-section\" id=\"Optimizar_costos\"><\/span>Optimizar costos<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p data-path-to-node=\"14,1,0\">Detectar d\u00f3nde se est\u00e1 desperdiciando dinero en la cadena de suministro.<\/p>\n<h4 data-path-to-node=\"14,2,0\"><span class=\"ez-toc-section\" id=\"Predecir_escenarios\"><\/span>Predecir escenarios<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p data-path-to-node=\"14,2,0\">Si bien la BI mira al pasado (qu\u00e9 pas\u00f3), tambi\u00e9n sienta las bases para la anal\u00edtica predictiva (qu\u00e9 pasar\u00e1).<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Herramientas<\/h2><\/div><div class=\"fusion-text fusion-text-5\"><p>A continuaci\u00f3n se presentan algunos ejemplos de herramientas TIC que facilitan la inteligencia de negocios.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"accordian fusion-accordian\" style=\"--awb-border-size:1px;--awb-icon-size:15px;--awb-content-font-size:20px;--awb-icon-alignment:left;--awb-hover-color:#f9f9f9;--awb-border-color:#cccccc;--awb-background-color:#ffffff;--awb-divider-color:#000000;--awb-divider-hover-color:#000000;--awb-icon-color:#ffffff;--awb-title-color:#af7baf;--awb-content-color:#747474;--awb-icon-box-color:#333333;--awb-toggle-hover-accent-color:#9b00af;--awb-title-font-family:&quot;Roboto Condensed&quot;;--awb-title-font-weight:regular;--awb-title-font-style:normal;--awb-title-font-size:20px;--awb-content-font-family:&quot;Open Sans&quot;;--awb-content-font-style:normal;--awb-content-font-weight:400;\"><div class=\"panel-group fusion-toggle-icon-boxed\" id=\"accordion-59394-1\"><div class=\"fusion-panel panel-default panel-769bf30f2362a97ef fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_769bf30f2362a97ef\"><a aria-expanded=\"false\" aria-controls=\"769bf30f2362a97ef\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59394-1\" data-target=\"#769bf30f2362a97ef\" href=\"#769bf30f2362a97ef\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Power BI (Microsoft)<\/span><\/a><\/h4><\/div><div id=\"769bf30f2362a97ef\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_769bf30f2362a97ef\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p data-path-to-node=\"5,0,1,0,0\"><a href=\"https:\/\/www.carolinacampalans.com\/biblioteca-4\/power-bi\/\"><strong>Power BI<\/strong><\/a> es una potente herramienta para trabajar con m\u00faltiples bases de datos; ideal para empresas que ya usan el ecosistema de Microsoft (Excel, Azure, Teams).<\/p>\n<p data-path-to-node=\"5,0,1,1,0\">Es realmente econ\u00f3mica para comenzar y tiene la curva de aprendizaje m\u00e1s amigable si ya se tiene experiencia usando Excel avanzado. Sus capacidades de visualizaci\u00f3n son excelentes.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-74c05df14a4b50fa7 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_74c05df14a4b50fa7\"><a aria-expanded=\"false\" aria-controls=\"74c05df14a4b50fa7\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59394-1\" data-target=\"#74c05df14a4b50fa7\" href=\"#74c05df14a4b50fa7\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Tableau (Salesforce)<\/span><\/a><\/h4><\/div><div id=\"74c05df14a4b50fa7\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_74c05df14a4b50fa7\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p data-path-to-node=\"5,1,1,0,0\"><a href=\"https:\/\/www.carolinacampalans.com\/biblioteca-4\/tableau\/\"><strong>Tableau<\/strong><\/a> es una plataforma de an\u00e1lisis de datos, ideal para organizaciones que priorizan la est\u00e9tica y el an\u00e1lisis visual profundo.<\/p>\n<p data-path-to-node=\"5,1,1,1,0\">Maneja vol\u00famenes masivos de datos con una fluidez incre\u00edble, aunque su licencia es m\u00e1s costosa que la de Microsoft.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-f346c06e434300567 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_f346c06e434300567\"><a aria-expanded=\"false\" aria-controls=\"f346c06e434300567\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59394-1\" data-target=\"#f346c06e434300567\" href=\"#f346c06e434300567\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Looker Studio (Google)<\/span><\/a><\/h4><\/div><div id=\"f346c06e434300567\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_f346c06e434300567\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p data-path-to-node=\"9,0,1,0,0\"><b><a href=\"https:\/\/www.carolinacampalans.com\/biblioteca-4\/looker-studio\/\">Looker Studio<\/a> <\/b>es una herramienta de generaci\u00f3n de informes que sirve por igual para negocios digitales, agencias de marketing o PyMEs.<\/p>\n<p data-path-to-node=\"9,0,1,1,0\">Su uso es gratis (en su versi\u00f3n est\u00e1ndar) y se conecta f\u00e1cilmente con Google Ads, Analytics y Sheets. Es ideal para reportes r\u00e1pidos y colaborativos.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:60px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-dotted\" style=\"--awb-height:20px;--awb-amount:20px;border-color:#000000;border-top-width:1px;\"><\/div><\/div><\/div><\/div><\/div><\/div>\n<div class=\"ttr_end\"><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"template":"","meta":{"inline_featured_image":false,"_vp_format_video_url":"","_vp_image_focal_point":[]},"glosario_categoria":[7001],"glosario_tag":[7040,7019,7104,7020,7004,7017,7018],"class_list":["post-59394","glosario","type-glosario","status-publish","hentry","glosario_categoria-organizaciones-negocios","glosario_tag-analisis-de-negocios","glosario_tag-analisis-visualizacion-datos","glosario_tag-ciencia-de-datos","glosario_tag-gestion-de-informacion","glosario_tag-gestion-de-proyectos","glosario_tag-gestion-empresarial","glosario_tag-planificacion-estrategica"],"_links":{"self":[{"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=\/wp\/v2\/glosario\/59394","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=\/wp\/v2\/glosario"}],"about":[{"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=\/wp\/v2\/types\/glosario"}],"wp:attachment":[{"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=59394"}],"wp:term":[{"taxonomy":"glosario_categoria","embeddable":true,"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=%2Fwp%2Fv2%2Fglosario_categoria&post=59394"},{"taxonomy":"glosario_tag","embeddable":true,"href":"https:\/\/www.carolinacampalans.com\/index.php?rest_route=%2Fwp%2Fv2%2Fglosario_tag&post=59394"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}