{"id":14489,"date":"2024-07-11T12:38:21","date_gmt":"2024-07-11T12:38:21","guid":{"rendered":"https:\/\/www.pkf-attest.es\/tecnologia\/?post_type=novedades-itc&#038;p=14489"},"modified":"2026-03-16T17:24:04","modified_gmt":"2026-03-16T16:24:04","slug":"analitica-de-datos-marketing-digital","status":"publish","type":"novedades-itc","link":"https:\/\/www.pkf-attest.es\/tecnologia\/novedades-itc\/analitica-de-datos-marketing-digital\/","title":{"rendered":"Anal\u00edtica de datos empresarial: c\u00f3mo convertir datos en decisiones"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Las empresas generan grandes vol\u00famenes de datos a diario: ventas, compras, inventario, finanzas, clientes y operaciones. Sin embargo, disponer de datos no es suficiente. El verdadero valor surge cuando esos datos se <strong>analizan<\/strong>, se <strong>conectan<\/strong> y se convierten en informaci\u00f3n \u00fatil para la toma de decisiones.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Aqu\u00ed es donde la <strong>anal\u00edtica de datos empresarial<\/strong> y el <strong>Business Intelligence (BI)<\/strong> juegan un papel clave.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-002541b1ba86c90506eb271935f660af\" id=\"h-que-es-la-analitica-de-datos-en-la-empresa\" style=\"color:#0f3780\"><strong>Qu\u00e9 es la anal\u00edtica de datos en la empresa<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">La anal\u00edtica de datos empresarial consiste en recopilar, procesar y analizar informaci\u00f3n procedente de distintas fuentes para:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-text-color has-link-color wp-elements-803f5e1c038734759ab3cf2285312542\" style=\"color:#000000\">entender qu\u00e9 est\u00e1 ocurriendo en el negocio,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-bca823403ff84d4e669455827d40c55f\" style=\"color:#000000\">detectar patrones y tendencias,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-153cf775e379df6be95ab63c85230c70\" style=\"color:#000000\">anticipar escenarios futuros,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-103b180f08cdeefe85af5b1f544207e4\" style=\"color:#000000\">y tomar decisiones basadas en datos reales.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">No se trata solo de hacer informes, sino de <strong>mejorar la gesti\u00f3n<\/strong>.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-ff1bf3be2a3f7d0beec50c56a84546be\" id=\"h-por-que-la-analitica-de-datos-es-clave-para-la-toma-de-decisiones\" style=\"color:#0f3780\"><strong>Por qu\u00e9 la anal\u00edtica de datos es clave para la toma de decisiones<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Cuando los datos est\u00e1n bien estructurados y actualizados, la empresa puede:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-text-color has-link-color wp-elements-cd6bdbdec57df0e1929deed7f2374670\" style=\"color:#000000\">reaccionar m\u00e1s r\u00e1pido ante cambios del mercado,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-77832acc637c415fc97b7911adc46e84\" style=\"color:#000000\">reducir la incertidumbre,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-cd12536ffff075c100bc409383b81144\" style=\"color:#000000\">identificar oportunidades de mejora,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-4f0ed8918eefb6e4665b950bc684a48d\" style=\"color:#000000\">y minimizar riesgos operativos y financieros.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Sin anal\u00edtica, las decisiones se basan en intuici\u00f3n.<br>Con anal\u00edtica, se basan en <strong>evidencia<\/strong>.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-48ab69e05cacb9a70288bdd2dd5175b0\" id=\"h-el-papel-del-erp-en-la-analitica-de-datos\" style=\"color:#0f3780\"><strong>El papel del ERP en la anal\u00edtica de datos<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">El ERP es la <strong>fuente principal de datos fiables<\/strong> de la empresa:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-text-color has-link-color wp-elements-ee3848de7187bd5725988b0aa2efb46f\" style=\"color:#000000\">ventas,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-b19f43c8156e713a135205ade976de4b\" style=\"color:#000000\">compras,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-5f9ed0c276ce80c4f2681585bd61f086\" style=\"color:#000000\">inventario,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-176feded0ff491d9da88426e05f767b0\" style=\"color:#000000\">producci\u00f3n,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-716206675b24c8d81cc77a4c8b36841b\" style=\"color:#000000\">finanzas,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-7ca7364dfd5e52425d8db77540c10813\" style=\"color:#000000\">proyectos.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Integrar la anal\u00edtica de datos con el ERP permite trabajar con una <strong>\u00fanica versi\u00f3n de la verdad<\/strong>, evitando errores y duplicidades.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-b8555f7d6b11bc23d8978d185012184c\" id=\"h-business-intelligence-del-dato-al-insight\" style=\"color:#0f3780\"><strong>Business Intelligence: del dato al insight<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Las herramientas de <strong>Business Intelligence<\/strong> permiten transformar los datos del ERP en:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-text-color has-link-color wp-elements-300aced5b3c5c04a42bd7da13366d45c\" style=\"color:#000000\">cuadros de mando,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-37d4e0ab80d35837343edc2ac1d7281a\" style=\"color:#000000\">informes interactivos,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-5861a95bdfc506c738616923eb12ff6c\" style=\"color:#000000\">indicadores clave (KPIs),<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-e133d060c1b2fdea8e78714a2869d0cc\" style=\"color:#000000\">an\u00e1lisis comparativos.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Soluciones como <strong><a href=\"https:\/\/www.pkf-attest.es\/tecnologia\/business-intelligence\/power-bi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Power BI<\/a><\/strong> facilitan el acceso a la informaci\u00f3n para distintos perfiles: direcci\u00f3n, finanzas, operaciones o comercial.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-37c2700abddc8e77a392aee7ab73ab65\" id=\"h-analitica-de-datos-en-el-area-financiera\" style=\"color:#0f3780\"><strong>Anal\u00edtica de datos en el \u00e1rea financiera<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">En departamentos financieros, la anal\u00edtica de datos permite:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-text-color has-link-color wp-elements-5e51e7bacafaacdedee1ca20cef340c9\" style=\"color:#000000\">analizar m\u00e1rgenes por producto, cliente o canal,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-2e9739a1cbb8dca441168fab92bbdb08\" style=\"color:#000000\">controlar desviaciones presupuestarias,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-34bbec733022f97c797859821de564e3\" style=\"color:#000000\">mejorar la previsi\u00f3n de tesorer\u00eda,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-534057bb8232053795eef76d32719aae\" style=\"color:#000000\">acelerar cierres contables,<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-5926e21bea3dcf43ed82fb647a8791f6\" style=\"color:#000000\">disponer de reporting fiable y recurrente.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Combinada con ERP y soluciones especializadas de <em>reporting <\/em>financiero, se convierte en una herramienta estrat\u00e9gica.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-0fe043878b14de16d92d0d0206e77d0b\" id=\"h-casos-habituales-de-uso-de-la-analitica-empresarial\" style=\"color:#0f3780\"><strong>Casos habituales de uso de la anal\u00edtica empresarial<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-text-color has-link-color wp-elements-b5a6b81ac4c4c6024f69e7fa573c2e8c\" style=\"color:#000000\">Cuadros de mando financieros.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-6ef618e75ab4eecbd6d48b29c240d18d\" style=\"color:#000000\">An\u00e1lisis de ventas y rentabilidad.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-0eba80dff7f835a3f0b76c8a774f2195\" style=\"color:#000000\">Seguimiento de inventario y rotaci\u00f3n.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-e7451fd9c42cbb1b52fb6b1cb5ce1f70\" style=\"color:#000000\">Control de costes operativos.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-f34a4788d305f48ac487519dc7ef8a80\" style=\"color:#000000\">Reporting para direcci\u00f3n.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-4f9223e3091586299b3fe1bb9c28966d\" style=\"color:#000000\">Integraci\u00f3n de datos ERP + BI.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-f9f9f53d0eb76f4b86ddad62b27636e0\" id=\"h-analitica-de-datos-vs-excel\" style=\"color:#0f3780\"><strong>Anal\u00edtica de datos vs Excel<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Excel sigue siendo \u00fatil para an\u00e1lisis puntuales, pero presenta limitaciones claras:<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-text-color has-link-color has-fixed-layout\" style=\"color:#000000\"><thead><tr><th class=\"has-text-align-center\" data-align=\"center\">Excel<\/th><th class=\"has-text-align-center\" data-align=\"center\">Anal\u00edtica integrada<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">Datos manuales<\/td><td class=\"has-text-align-center\" data-align=\"center\">Datos autom\u00e1ticos<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Errores frecuentes<\/td><td class=\"has-text-align-center\" data-align=\"center\">Fuente \u00fanica de verdad<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Dif\u00edcil escalado<\/td><td class=\"has-text-align-center\" data-align=\"center\">Escalable<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Sin trazabilidad<\/td><td class=\"has-text-align-center\" data-align=\"center\">Trazabilidad completa<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Por eso, cada vez m\u00e1s empresas combinan ERP + BI para profesionalizar la anal\u00edtica.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-f3a00301aaae10bf817b8e7b77f071dd\" id=\"h-conclusion\" style=\"color:#0f3780\"><strong>Conclusi\u00f3n<\/strong> <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">La anal\u00edtica de datos empresarial no es solo una tendencia: es una necesidad para empresas que quieren crecer con control.<br>Integrar datos del ERP con herramientas de Business Intelligence permite <strong>decidir mejor, m\u00e1s r\u00e1pido y con menos riesgo<\/strong>.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"full_width_with_cta_banner\" style=\"background-color:\">  \r\n  <div class=\"full_width_with_cta_banner_container gb-layout-column-wrap gb-block-layout-column-gap-2 gb-is-responsive-column\">\r\n    <div class=\"full_width_with_cta_banner_main\">\r\n      <h3 class=\"full_width_with_cta_banner_title\">\r\n        \u00bfQuieres mejorar la anal\u00edtica de datos de tu empresa a partir de tu ERP?      <\/h3>\r\n      <div class=\"full_width_with_cta_banner_text\" >\r\n        Nuestro equipo puede ayudarte a definir los KPIs adecuados y construir cuadros de mando \u00fatiles para tu negocio.      <\/div>  \r\n      <div class=\"full_width_with_cta_banner_cta\">\r\n          <a href=\"https:\/\/www.pkf-attest.es\/tecnologia\/business-intelligence\/power-bi\/#contactoBI\" title=\"Contacta con un experto\">Contacta con un experto<\/a>\r\n      <\/div>\r\n    <\/div>\r\n  <\/div>\r\n<\/div>\r\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"featured_media":14490,"template":"","categories":[],"tags":[135,130,123],"novedades_itc":[151,149,150],"class_list":["post-14489","novedades-itc","type-novedades-itc","status-publish","has-post-thumbnail","tag-articulo","tag-marketing_digital","tag-bi","novedades_itc-actualidad","novedades_itc-articulo","novedades_itc-power-bi","entry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.5 (Yoast SEO v28.0) - 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