{"id":1551,"date":"2026-06-19T15:38:52","date_gmt":"2026-06-19T15:38:52","guid":{"rendered":"https:\/\/ito.export.com.gt\/?page_id=1551"},"modified":"2026-06-19T15:50:26","modified_gmt":"2026-06-19T15:50:26","slug":"data-analytics-business-intelligence","status":"publish","type":"page","link":"https:\/\/ito.export.com.gt\/en\/data-analytics-business-intelligence\/","title":{"rendered":"Data Analytics &#038; Business Intelligence"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"1551\" class=\"elementor elementor-1551\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0f66b26 e-flex e-con-boxed e-con e-parent\" data-id=\"0f66b26\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e7aaeb0 elementor-widget elementor-widget-heading\" data-id=\"e7aaeb0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Data Analytics &amp; <span class=\"palabra-color\"><b>Business Intelligence<\/b><\/span><\/h1>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ec3d5af e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-parent\" data-id=\"ec3d5af\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-beff596 e-con-full e-flex e-con e-child\" data-id=\"beff596\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0fb6a00 elementor-widget elementor-widget-text-editor\" data-id=\"0fb6a00\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Sectores Clave:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f9821d4 elementor-widget elementor-widget-text-editor\" data-id=\"f9821d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Fintech &amp; Banca<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f50e785 elementor-widget elementor-widget-text-editor\" data-id=\"f50e785\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Retail &amp; e-Commerce<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b9de14 elementor-widget elementor-widget-text-editor\" data-id=\"9b9de14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Log\u00edstica &amp; Supply Chain<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62074df elementor-widget elementor-widget-text-editor\" data-id=\"62074df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Cheers<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-649bdcc elementor-widget elementor-widget-text-editor\" data-id=\"649bdcc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Seguros<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82fa565 elementor-widget elementor-widget-text-editor\" data-id=\"82fa565\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Gobierno<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e557ece elementor-widget elementor-widget-text-editor\" data-id=\"e557ece\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Agronegocios<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b7c80ad e-con-full e-flex e-con e-parent\" data-id=\"b7c80ad\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e3650b0 e-con-full e-flex e-con e-child\" data-id=\"e3650b0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1455fbd e-con-full e-flex e-con e-child\" data-id=\"1455fbd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9693eb9 elementor-widget elementor-widget-heading\" data-id=\"9693eb9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00bfDe qu\u00e9 se trata?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c9e835 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"1c9e835\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Los servicios de data analytics y business intelligence (BI) transforman los datos en bruto de una organizaci\u00f3n \u2014 registros transaccionales, logs operativos, comportamiento de clientes, cifras financieras \u2014 en inteligencia estructurada, visual y accionable. Esto incluye el dise\u00f1o de pipelines de datos, la construcci\u00f3n de modelos anal\u00edticos, el desarrollo de dashboards e informes, y cada vez m\u00e1s la aplicaci\u00f3n de machine learning para identificar patrones y generar predicciones que apoyen decisiones estrat\u00e9gicas y operativas.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e720c3d elementor-mobile-align-justify elementor-widget elementor-widget-button\" data-id=\"e720c3d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#alcance\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Conoce nuestro alcance<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ae03f32 e-con-full e-flex e-con e-child\" data-id=\"ae03f32\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8be8aec elementor-widget elementor-widget-image\" data-id=\"8be8aec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/ito.export.com.gt\/wp-content\/uploads\/elementor\/thumbs\/data-analytics--rp6yt200mxfne6rie9fd6m89l23tmgiq5rap3sg688.webp\" title=\"data analytics\" alt=\"data analytics\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0d51da4 e-con-full e-flex e-con e-child\" data-id=\"0d51da4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c6c86c5 e-con-full e-flex e-con e-child\" data-id=\"c6c86c5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fda3442 elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"fda3442\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/ito.export.com.gt\/wp-content\/uploads\/elementor\/thumbs\/data-analysis-rp6yt126g3ed2ksvjr0qm4gszo8gereztmn7mihkeg.webp\" title=\"data analysis\" alt=\"data analysis\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-46f3f26 e-con-full e-flex e-con e-child\" data-id=\"46f3f26\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-93f4170 elementor-widget elementor-widget-heading\" data-id=\"93f4170\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00bfPor qu\u00e9 importa?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0210b8a elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"0210b8a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>La mayor\u00eda de las organizaciones recolectan mucho m\u00e1s datos de los que analizan. La brecha entre los datos disponibles y el insight accionable representa una desventaja competitiva directa. Las empresas ITO guatemaltecas ofrecen talento en ingenier\u00eda de datos, anal\u00edtica e IA que puede cerrar esta brecha \u2014 dise\u00f1ando la infraestructura de datos y la capa anal\u00edtica que convierte datos operativos en valor de negocio.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f45ccc9 elementor-mobile-align-justify elementor-widget elementor-widget-button\" data-id=\"f45ccc9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/ito.export.com.gt\/en\/registro-servicios\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Start now<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-772c1d6 e-con-full e-flex e-con e-parent\" data-id=\"772c1d6\" data-element_type=\"container\" data-e-type=\"container\" id=\"alcance\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-adb71ca e-con-full e-flex e-con e-child\" data-id=\"adb71ca\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-783506f elementor-widget elementor-widget-heading\" data-id=\"783506f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Conoce nuestros <span class=\"palabra-color\"><b>servicios<\/b><\/span><\/h1>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6054324 e-con-full e-flex e-con e-child\" data-id=\"6054324\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f7e895c e-con-full e-flex e-con e-child\" data-id=\"f7e895c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c71ee06 elementor-widget elementor-widget-heading\" data-id=\"c71ee06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Consultor\u00eda de estrategia y arquitectura de datos<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-744e553 e-con-full e-flex e-con e-child\" data-id=\"744e553\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fff87d0 elementor-widget elementor-widget-heading\" data-id=\"fff87d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Dise\u00f1o e implementaci\u00f3n de data warehouses y data lakehouses <\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f09a2a9 e-con-full e-flex e-con e-child\" data-id=\"f09a2a9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e8413e elementor-widget elementor-widget-text-editor\" data-id=\"6e8413e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Snowflake<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d42395a elementor-widget elementor-widget-text-editor\" data-id=\"d42395a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>BigQuery<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-986fd15 elementor-widget elementor-widget-text-editor\" data-id=\"986fd15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Redshift<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e16645 elementor-widget elementor-widget-text-editor\" data-id=\"0e16645\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Databricks<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4a67da6 e-con-full e-flex e-con e-child\" data-id=\"4a67da6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e9d837 elementor-widget elementor-widget-heading\" data-id=\"4e9d837\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Desarrollo de pipelines ETL\/ELT <\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5d4fac7 e-con-full e-flex e-con e-child\" data-id=\"5d4fac7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dfb9904 elementor-widget elementor-widget-text-editor\" data-id=\"dfb9904\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Apache Airflow<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ca5cf5 elementor-widget elementor-widget-text-editor\" data-id=\"4ca5cf5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>dbt<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52cbf3c elementor-widget elementor-widget-text-editor\" data-id=\"52cbf3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Fivetran<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fcfe465 e-con-full e-flex e-con e-child\" data-id=\"fcfe465\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b198abe elementor-widget elementor-widget-heading\" data-id=\"b198abe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Desarrollo de dashboards de business intelligence <\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1ab9ce3 e-con-full e-flex e-con e-child\" data-id=\"1ab9ce3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a49098 elementor-widget elementor-widget-text-editor\" data-id=\"6a49098\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Power BI<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a9061e elementor-widget elementor-widget-text-editor\" data-id=\"6a9061e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Tableau<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d659b5d elementor-widget elementor-widget-text-editor\" data-id=\"d659b5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Looker<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dbe0952 elementor-widget elementor-widget-text-editor\" data-id=\"dbe0952\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Metabase<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c179864 e-con-full e-flex e-con e-child\" data-id=\"c179864\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-11829ed e-con-full e-flex e-con e-child\" data-id=\"11829ed\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-073c6c0 elementor-widget elementor-widget-heading\" data-id=\"073c6c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Anal\u00edtica avanzada \u2014 modelos predictivos, segmentaci\u00f3n de clientes, an\u00e1lisis de churn<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ef6460f e-con-full e-flex e-con e-child\" data-id=\"ef6460f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-33b4bf1 elementor-widget elementor-widget-heading\" data-id=\"33b4bf1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Desarrollo de modelos de machine learning e implementaci\u00f3n de MLOps<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fc48692 e-con-full e-flex e-con e-child\" data-id=\"fc48692\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-48d4733 elementor-widget elementor-widget-heading\" data-id=\"48d4733\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Anal\u00edtica de streaming en tiempo real <\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3c156a7 e-con-full e-flex e-con e-child\" data-id=\"3c156a7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d84fdd3 elementor-widget elementor-widget-text-editor\" data-id=\"d84fdd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Apache Kafka<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dfc42e1 elementor-widget elementor-widget-text-editor\" data-id=\"dfc42e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AWS Kinesis<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac96086 elementor-widget elementor-widget-text-editor\" data-id=\"ac96086\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Flink<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-55edd11 e-con-full e-flex e-con e-child\" data-id=\"55edd11\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dd82e2e elementor-widget elementor-widget-heading\" data-id=\"dd82e2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Marcos de gobernanza de datos y gesti\u00f3n de calidad de datos<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e3d2065 e-con-full e-flex e-con e-child\" data-id=\"e3d2065\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aab4e2c elementor-widget elementor-widget-heading\" data-id=\"aab4e2c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u00bfC\u00f3mo lo logramos?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1f4589 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"a1f4589\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Los proyectos de datos comienzan con una fase de descubrimiento para mapear fuentes de datos existentes, identificar preguntas de negocio prioritarias y evaluar la calidad de los datos. El equipo dise\u00f1a entonces una arquitectura e implementa en sprints iterativos \u2014 priorizando victorias r\u00e1pidas (dashboards e informes iniciales) antes de avanzar hacia casos de uso predictivos o en tiempo real m\u00e1s complejos. Los entregables siempre est\u00e1n vinculados a resultados de negocio, no a especificaciones t\u00e9cnicas.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-95e3a9a e-con-full e-flex e-con e-parent\" data-id=\"95e3a9a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e95a13 elementor-widget elementor-widget-heading\" data-id=\"6e95a13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">\u00bfQu\u00e9 nos <span class=\"palabra-color\"><b>diferencia?<\/b><\/span><\/h1>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-499cc9b e-con-full e-flex e-con e-child\" data-id=\"499cc9b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-9ad8713 e-con-full e-flex e-con e-child\" data-id=\"9ad8713\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6de6728 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"6de6728\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chart-line\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M496 384H64V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-32c0-8.84-7.16-16-16-16zM464 96H345.94c-21.38 0-32.09 25.85-16.97 40.97l32.4 32.4L288 242.75l-73.37-73.37c-12.5-12.5-32.76-12.5-45.25 0l-68.69 68.69c-6.25 6.25-6.25 16.38 0 22.63l22.62 22.62c6.25 6.25 16.38 6.25 22.63 0L192 237.25l73.37 73.37c12.5 12.5 32.76 12.5 45.25 0l96-96 32.4 32.4c15.12 15.12 40.97 4.41 40.97-16.97V112c.01-8.84-7.15-16-15.99-16z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e88c45b elementor-widget elementor-widget-heading\" data-id=\"e88c45b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Enfoque orientado al negocio \u2014 las soluciones se vinculan a ROI, reducci\u00f3n de costos o impacto en ingresos<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bb6cf41 e-con-full e-flex e-con e-child\" data-id=\"bb6cf41\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b678b2 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"7b678b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chart-area\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M500 384c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12H12c-6.6 0-12-5.4-12-12V76c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v308h436zM372.7 159.5L288 216l-85.3-113.7c-5.1-6.8-15.5-6.3-19.9 1L96 248v104h384l-89.9-187.8c-3.2-6.5-11.4-8.7-17.4-4.7z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca0fc49 elementor-widget elementor-widget-heading\" data-id=\"ca0fc49\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Experiencia espec\u00edfica por industria en fintech, retail, log\u00edstica y anal\u00edtica de salud<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b020f87 e-con-full e-flex e-con e-child\" data-id=\"b020f87\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d72f08c elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"d72f08c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-certificate\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M458.622 255.92l45.985-45.005c13.708-12.977 7.316-36.039-10.664-40.339l-62.65-15.99 17.661-62.015c4.991-17.838-11.829-34.663-29.661-29.671l-61.994 17.667-15.984-62.671C337.085.197 313.765-6.276 300.99 7.228L256 53.57 211.011 7.229c-12.63-13.351-36.047-7.234-40.325 10.668l-15.984 62.671-61.995-17.667C74.87 57.907 58.056 74.738 63.046 92.572l17.661 62.015-62.65 15.99C.069 174.878-6.31 197.944 7.392 210.915l45.985 45.005-45.985 45.004c-13.708 12.977-7.316 36.039 10.664 40.339l62.65 15.99-17.661 62.015c-4.991 17.838 11.829 34.663 29.661 29.671l61.994-17.667 15.984 62.671c4.439 18.575 27.696 24.018 40.325 10.668L256 458.61l44.989 46.001c12.5 13.488 35.987 7.486 40.325-10.668l15.984-62.671 61.994 17.667c17.836 4.994 34.651-11.837 29.661-29.671l-17.661-62.015 62.65-15.99c17.987-4.302 24.366-27.367 10.664-40.339l-45.984-45.004z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6864c61 elementor-widget elementor-widget-heading\" data-id=\"6864c61\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Ingenieros certificados en servicios de datos de AWS, GCP, Azure, Snowflake y dbt<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a88438a e-con-full e-flex e-con e-child\" data-id=\"a88438a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8e10a3f e-con-full e-flex e-con e-child\" data-id=\"8e10a3f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b79f72d elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"b79f72d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-database\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M448 73.143v45.714C448 159.143 347.667 192 224 192S0 159.143 0 118.857V73.143C0 32.857 100.333 0 224 0s224 32.857 224 73.143zM448 176v102.857C448 319.143 347.667 352 224 352S0 319.143 0 278.857V176c48.125 33.143 136.208 48.572 224 48.572S399.874 209.143 448 176zm0 160v102.857C448 479.143 347.667 512 224 512S0 479.143 0 438.857V336c48.125 33.143 136.208 48.572 224 48.572S399.874 369.143 448 336z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e1703f elementor-widget elementor-widget-heading\" data-id=\"1e1703f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Disponibilidad nearshore para ciclos de revisi\u00f3n de datos, iteraciones de modelos y presentaciones a stakeholders<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-00f6752 e-con-full e-flex e-con e-child\" data-id=\"00f6752\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e7b4ecc elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"e7b4ecc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-piggy-bank\" viewbox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M560 224h-29.5c-8.8-20-21.6-37.7-37.4-52.5L512 96h-32c-29.4 0-55.4 13.5-73 34.3-7.6-1.1-15.1-2.3-23-2.3H256c-77.4 0-141.9 55-156.8 128H56c-14.8 0-26.5-13.5-23.5-28.8C34.7 215.8 45.4 208 57 208h1c3.3 0 6-2.7 6-6v-20c0-3.3-2.7-6-6-6-28.5 0-53.9 20.4-57.5 48.6C-3.9 258.8 22.7 288 56 288h40c0 52.2 25.4 98.1 64 127.3V496c0 8.8 7.2 16 16 16h64c8.8 0 16-7.2 16-16v-48h128v48c0 8.8 7.2 16 16 16h64c8.8 0 16-7.2 16-16v-80.7c11.8-8.9 22.3-19.4 31.3-31.3H560c8.8 0 16-7.2 16-16V240c0-8.8-7.2-16-16-16zm-128 64c-8.8 0-16-7.2-16-16s7.2-16 16-16 16 7.2 16 16-7.2 16-16 16zM256 96h128c5.4 0 10.7.4 15.9.8 0-.3.1-.5.1-.8 0-53-43-96-96-96s-96 43-96 96c0 2.1.5 4.1.6 6.2 15.2-3.9 31-6.2 47.4-6.2z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-572264d elementor-widget elementor-widget-heading\" data-id=\"572264d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Ahorro de costos de <b>45%\u201360%<\/b> vs. equipos de ingenier\u00eda de datos y anal\u00edtica en EE.UU.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Data Analytics &amp; Business Intelligence Sectores Clave: Fintech &amp; Banca Retail &amp; e-Commerce Log\u00edstica &amp; Supply Chain Salud Seguros Gobierno Agronegocios \u00bfDe qu\u00e9 se trata? Los servicios de data analytics y business intelligence (BI) transforman los datos en bruto de una organizaci\u00f3n \u2014 registros transaccionales, logs operativos, comportamiento de clientes, cifras financieras \u2014 en inteligencia [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1551","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Analytics &amp; Business Intelligence - ITO de AGEXPORT<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ito.export.com.gt\/en\/data-analytics-business-intelligence\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Analytics &amp; Business Intelligence - ITO de AGEXPORT\" \/>\n<meta property=\"og:description\" content=\"Data Analytics &amp; Business Intelligence Sectores Clave: Fintech &amp; Banca Retail &amp; e-Commerce Log\u00edstica &amp; Supply Chain Salud Seguros Gobierno Agronegocios \u00bfDe qu\u00e9 se trata? 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