{"id":790841,"date":"2025-12-12T11:31:02","date_gmt":"2025-12-12T10:31:02","guid":{"rendered":"https:\/\/www.devoteam.com\/?post_type=success-story&#038;p=790841"},"modified":"2025-12-17T08:35:20","modified_gmt":"2025-12-17T07:35:20","slug":"arquitectura-datos-google-cloud-citibox","status":"publish","type":"success-story","link":"https:\/\/devoteam.info\/es\/caso-de-exito\/arquitectura-datos-google-cloud-citibox\/","title":{"rendered":"Citibox: C\u00f3mo unificar la log\u00edstica urbana con una plataforma de datos inteligente"},"content":{"rendered":"\n<div class=\"wp-block-group alignfull feature-boxes has-base-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-033faf9f wp-block-group-is-layout-constrained\" style=\"margin-top:0px;padding-top:var(--wp--preset--spacing--small);padding-right:0;padding-bottom:var(--wp--preset--spacing--small);padding-left:0\">\n<div class=\"wp-block-group alignwide is-vertical is-layout-flex wp-container-core-group-is-layout-b99ecfb1 wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-text-align-left has-primary-color has-text-color has-link-color wp-elements-1\">The snapshot<\/h2>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-e3ca69fe wp-block-columns-is-layout-flex\" style=\"margin-top:0px;margin-bottom:0px\">\n<div class=\"wp-block-column is-style-column-box-shadow has-border-color has-base-background-color has-background is-layout-flow wp-container-core-column-is-layout-413fa631 wp-block-column-is-layout-flow\" style=\"border-color:#e3e3ea;border-width:1px;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<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-b56e0895 wp-block-group-is-layout-constrained\">\n<p class=\"has-primary-color has-text-color has-link-color has-xxx-large-font-size wp-elements-2 wp-block-paragraph\"><strong>1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:600\">La adquisici\u00f3n del operador log\u00edstico Celeritas en 2023 exigi\u00f3 la unificaci\u00f3n urgente de la l\u00f3gica de negocio y los modelos de datos de dos entidades distintas.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-style-column-box-shadow has-border-color has-base-background-color has-background is-layout-flow wp-container-core-column-is-layout-413fa631 wp-block-column-is-layout-flow\" style=\"border-color:#e3e3ea;border-width:1px;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<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-b56e0895 wp-block-group-is-layout-constrained\">\n<p class=\"has-primary-color has-text-color has-link-color has-xxx-large-font-size wp-elements-3 wp-block-paragraph\"><strong>2<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:600\">La integraci\u00f3n de sistemas heterog\u00e9neos y la armonizaci\u00f3n de la facturaci\u00f3n de m\u00e1s de 30 transportistas generaron un entorno complejo lastrado por KPIs ineficientes y costes de infraestructura excesivos.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-style-column-box-shadow has-border-color has-base-background-color has-background is-layout-flow wp-container-core-column-is-layout-413fa631 wp-block-column-is-layout-flow\" style=\"border-color:#e3e3ea;border-width:1px;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<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-b56e0895 wp-block-group-is-layout-constrained\">\n<p class=\"has-primary-color has-text-color has-link-color has-xxx-large-font-size wp-elements-4 wp-block-paragraph\"><strong>3<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:600\">Devoteam implement\u00f3 una arquitectura de datos escalable y <em>serverless<\/em> en Google Cloud Platform para centralizar la informaci\u00f3n, automatizar los ciclos de datos y democratizar la inteligencia de negocio.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading has-primary-color has-text-color has-link-color wp-elements-5\" id=\"h-sobre-el-cliente\">Sobre el cliente<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/citibox.com\/es\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Citibox<\/strong>,<\/a> la compa\u00f1\u00eda tecnol\u00f3gica espa\u00f1ola que est\u00e1 redefiniendo la \u00faltima milla, ha logrado un hito crucial en su historia reciente: la integraci\u00f3n total tras la adquisici\u00f3n de <strong>Celeritas<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Con una red de m\u00e1s de <strong>52.000 buzones inteligentes<\/strong> en 10.000 edificios y dando servicio a medio mill\u00f3n de usuarios diarios, Citibox ten\u00eda una misi\u00f3n clara: permitir entregas y devoluciones sin fricciones. Sin embargo, el crecimiento inorg\u00e1nico trajo consigo un desaf\u00edo t\u00e9cnico monumental.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-primary-color has-text-color has-link-color wp-elements-6\">El Reto: Fusionar la l\u00f3gica de negocio de dos l\u00edderes del sector<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">En 2023, la adquisici\u00f3n de Celeritas, un operador log\u00edstico clave, cre\u00f3 la urgencia de unificar dos mundos tecnol\u00f3gicos distintos. El escenario al que se enfrentaba el equipo de ingenier\u00eda era complejo:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Silos de datos heterog\u00e9neos:<\/strong> Informaci\u00f3n dispersa en Oracle, PostgreSQL y MySQL.<\/li>\n\n\n\n<li><strong>Fragmentaci\u00f3n en facturaci\u00f3n:<\/strong> Necesidad de unificar sistemas de m\u00e1s de 30 transportistas con formatos incompatibles.<\/li>\n\n\n\n<li><strong>Ineficiencia en costes:<\/strong> El procesamiento de KPIs no estaba optimizado, disparando el consumo de recursos en la nube.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">El objetivo no era simplemente \u00abmezclar datos\u00bb, sino construir una <strong>plataforma de datos integral y escalable<\/strong> que actuara como \u00fanica fuente de la verdad, automatizando el ciclo de vida del dato y reduciendo el gasto operativo.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-primary-color has-text-color has-link-color wp-elements-7\" id=\"h-la-solucion-arquitectura-moderna-de-datos-en-google-cloud\">La soluci\u00f3n: Arquitectura moderna de datos en Google Cloud<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">De la mano de <a href=\"https:\/\/devoteam.info\/es\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Devoteam<\/strong>,<\/a> se dise\u00f1\u00f3 una nueva arquitectura en <strong><a href=\"https:\/\/devoteam.info\/es\/google-cloud\/\">Google Cloud Platform (GCP)<\/a><\/strong> que cubre desde la ingesta hasta la visualizaci\u00f3n del dato. La estrategia se ciment\u00f3 en cuatro pilares tecnol\u00f3gicos:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-captura-de-datos-en-tiempo-real\">1. Captura de datos en tiempo real<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Se implement\u00f3 <strong>Datastream<\/strong> para la ingesta en tiempo real desde las bases de datos operativas y <strong>Pub\/Sub<\/strong> para la gesti\u00f3n de eventos. Para el reto de las facturas y ficheros Excel de los transportistas, se desplegaron servicios <em>serverless<\/em> autom\u00e1ticos mediante <strong>Cloud Run<\/strong> y <strong>Cloud Functions<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-almacenamiento-y-transformacion-con-bigquery\">2. Almacenamiento y transformaci\u00f3n con BigQuery<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">El coraz\u00f3n de la soluci\u00f3n es <strong>BigQuery<\/strong>, elegido por su rendimiento como almac\u00e9n central de datos. La limpieza y modelado de datos se orquest\u00f3 mediante <strong>Dataform<\/strong>, utilizando SQLX para definir una l\u00f3gica de negocio robusta.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-inteligencia-de-negocio-con-looker\">3. Inteligencia de negocio con Looker<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Para democratizar el acceso a la informaci\u00f3n, se implant\u00f3 <strong>Looker<\/strong>. Su potente modelo sem\u00e1ntico permite ahora transformar datos brutos en insights de negocio seguros, otorgando autonom\u00eda a los departamentos no t\u00e9cnicos.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-seguridad-y-gobierno\">4. Seguridad y gobierno<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Se aplicaron las mejores pr\u00e1cticas de seguridad en la nube, gestionando accesos granulares con <strong>Identity Access Management <\/strong>(<strong>IAM)<\/strong> y protegiendo credenciales cr\u00edticas con <strong>Secret Manager<\/strong>.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Esta infraestructura demostr\u00f3 su elasticidad recientemente, cuando Citibox integr\u00f3 a un nuevo socio de comercio electr\u00f3nico de gran volumen sin incidencias en el rendimiento.<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading has-primary-color has-text-color has-link-color wp-elements-8\">Resultados: Impacto directo en el negocio y ahorro de costes<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tras dos a\u00f1os de trabajo bajo metodolog\u00edas \u00e1giles, la nueva plataforma ha transformado la operativa de Citibox, ofreciendo resultados cuantificables:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ahorro superior al 50%:<\/strong> La optimizaci\u00f3n de procesos permiti\u00f3 reducir a la mitad la factura del proyecto m\u00e1s costoso en <a href=\"https:\/\/cloud.google.com\/free?utm_source=google&amp;utm_medium=cpc&amp;utm_campaign=emea-es-all-es-bkws-all-all-trial-b-gcp-1707574&amp;utm_content=text-ad-none-any-DEV_c-CRE_673503512346-ADGP_Hybrid+%7C+BKWS+-+MIX+%7C+Txt+-+Generic+Cloud+-+Cloud+Generic+-+Core+GCP-KWID_4406040420-kwd-4406040420-userloc_1005485&amp;utm_term=KW_google+cloud-NET_g-PLAC_&amp;&amp;gclsrc=aw.ds&amp;gad_source=1&amp;gad_campaignid=20535123987&amp;gclid=Cj0KCQiAubrJBhCbARIsAHIdxD-OVut6si2i0C2XZtLRAG3L5lHI5vCA4zbJ2dHUVNaRbax5FdxJOBIaAs7kEALw_wcB\" target=\"_blank\" rel=\"noreferrer noopener\">Google Cloud<\/a> durante octubre y noviembre de 2025.<\/li>\n\n\n\n<li><strong>Automatizaci\u00f3n total:<\/strong> Se unific\u00f3 el procesamiento de m\u00e1s de 30 transportistas, eliminando el error humano en la gesti\u00f3n de facturas.<\/li>\n\n\n\n<li><strong>Autonom\u00eda en decisiones:<\/strong> Gracias a Looker, los equipos analizan la rentabilidad por ruta, cliente y transportista sin depender de soporte t\u00e9cnico.<\/li>\n\n\n\n<li><strong>Visibilidad geogr\u00e1fica avanzada:<\/strong> La integraci\u00f3n de Google Maps permite visualizar el negocio por comunidades o c\u00f3digos postales, vital para la estrategia log\u00edstica.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">La adopci\u00f3n de esta arquitectura nativa en la nube no solo resolvi\u00f3 el problema de la integraci\u00f3n, sino que ha dejado a Citibox preparada para escalar y seguir liderando la log\u00edstica sostenible en Europa, mientras que el equipo interno adquiri\u00f3 una valiosa experiencia guiada en la nube.<\/p>\n\n\n\n<div class=\"wp-block-cover alignfull\" style=\"padding-top:var(--wp--preset--spacing--large);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--large);padding-left:var(--wp--preset--spacing--medium)\"><img decoding=\"async\" class=\"wp-block-cover__image-background wp-image-789882 size-full\" alt=\"\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2025\/12\/7-1.jpg\" style=\"object-position:73% 0%\" data-object-fit=\"cover\" data-object-position=\"73% 0%\"\/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-container-core-cover-is-layout-be2dac6e wp-block-cover-is-layout-constrained\">\n<h3 class=\"wp-block-heading\" id=\"h-moderniza-tu-arquitectura-de-datos-en-google-cloud-unifica-tus-datos-y-escala-tu-negocio\">Moderniza tu arquitectura de datos en Google Cloud. Unifica tus datos y escala tu negocio.<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-columns alignwide are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-84b7d28f wp-block-columns-is-layout-flex\" style=\"margin-top:0px;margin-bottom:0px\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\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=\"https:\/\/devoteam.info\/es\/contacta-con-nosotros\/\">Cont\u00e1ctanos<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The snapshot 1 La adquisici\u00f3n del operador log\u00edstico Celeritas en 2023 exigi\u00f3 la unificaci\u00f3n urgente de la l\u00f3gica de negocio y los modelos de datos de dos entidades distintas. 2 La integraci\u00f3n de sistemas heterog\u00e9neos y la armonizaci\u00f3n de la facturaci\u00f3n de m\u00e1s de 30 transportistas generaron un entorno complejo lastrado por KPIs ineficientes y [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","categories":[743],"tags":[6725,6726,6723,803,6724,6727],"industry":[1816],"class_list":["post-790841","success-story","type-success-story","status-publish","hentry","category-google-cloud","tag-arquitecturadedatos","tag-bigquery-2","tag-gcp-2","tag-googlecloud","tag-logistica","tag-looker-2","industry-transporte-y-logistica"],"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-17 wp-block-lp-post-type has-text-color has-primary-color has-small-font-size\">Historias de \u00e9xito<\/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\/caso-de-exito\/arquitectura-datos-google-cloud-citibox\/\" target=\"_self\" >Citibox: C\u00f3mo unificar la log\u00edstica urbana con una plataforma de datos inteligente<\/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>Arquitectura de Datos Google Cloud: Caso Citibox | Devoteam<\/title>\n<meta name=\"description\" content=\"Citibox redujo costes un 50% con nuestra arquitectura de datos en Google Cloud. Descubre c\u00f3mo escalaron. \u00a1Lee el caso ahora!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/devoteam.info\/es\/caso-de-exito\/arquitectura-datos-google-cloud-citibox\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Citibox: C\u00f3mo unificar la log\u00edstica urbana con una plataforma de datos inteligente\" \/>\n<meta property=\"og:description\" content=\"Citibox redujo costes un 50% con nuestra arquitectura de datos en Google Cloud. 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