{"id":94,"date":"2016-12-15T22:24:12","date_gmt":"2016-12-15T21:24:12","guid":{"rendered":"http:\/\/dev.thediar.com\/?page_id=94"},"modified":"2026-10-28T20:13:43","modified_gmt":"2026-10-28T19:13:43","slug":"data-integration-processing","status":"publish","type":"page","link":"https:\/\/www.thediar.com\/en\/what-we-do\/data-integration-processing\/","title":{"rendered":"Data integration and processing information"},"content":{"rendered":"<div class=\"paragraph\">\n<p>Your company or agency has <strong>data from multiple sources<\/strong>: databases, CRM and ERP systems, ecommerce platforms, digital analytics tools, spreadsheets, APIs, web services and cloud applications.<\/p>\n<p>As your business evolves, both the volume of data and the number of systems generating it continue to grow.<\/p>\n<p><strong>Data integration<\/strong> involves collecting, connecting, transforming, enriching and consolidating this information to make it <strong>available in an automated, reliable and efficient way<\/strong>.<\/p>\n<p>The goal is to turn scattered data into <strong>useful, actionable information<\/strong> that supports better decision-making, automates processes and enables <a href=\"https:\/\/www.thediar.com\/es\/what-we-do\/business-and-data-analytics\/\">business analytics<\/a>.<\/p>\n<h3>Connecting Your Business Data<\/h3>\n<p>One of the main challenges organizations face is that information is distributed across <strong>data silos<\/strong>: different departments, applications and business units work with data that is not always connected.<\/p>\n<p>As a result, significant time is spent exporting files, combining spreadsheets and manually consolidating information.<\/p>\n<p>Furthermore, when data comes from different systems, discrepancies often arise between reports that should show the same results.<\/p>\n<p>Data integration helps establish a <strong>single source of truth<\/strong>, with consistent calculation methods and automated processes.<\/p>\n<h3>ETL, ELT and Modern Data Architectures<\/h3>\n<p><strong>ETL (Extract, Transform, Load)<\/strong> and <strong>ELT (Extract, Load, Transform)<\/strong> processes make it possible to extract, load and transform data from multiple systems.<\/p>\n<p>Depending on the requirements of each project, we can design different architectures:<\/p>\n<ul>\n<li><strong>API and webhook integration:<\/strong> connecting applications to exchange data automatically.<\/li>\n<li><strong>ETL and ELT processes:<\/strong> extracting, cleaning, transforming and loading information.<\/li>\n<li><strong>Data Warehouses:<\/strong> centralized repositories that consolidate data and support business analytics.<\/li>\n<li><strong>Data Lakes and Lakehouses:<\/strong> architectures for storing and processing different types and volumes of data.<\/li>\n<li><strong>Federated queries and data virtualization:<\/strong> accessing information from different systems without having to duplicate all the data.<\/li>\n<li><strong>Automation and orchestration:<\/strong> scheduling, executing and monitoring data processes.<\/li>\n<\/ul>\n<p>The choice of architecture depends on data volumes, existing systems, update frequency and business requirements.<\/p>\n<\/div>\n<div class=\"wsite-spacer\"><\/div>\n<div class=\"paragraph\">\n<h3>What Can We Do with Your Data?<\/h3>\n<p>Our data integration and processing services cover a wide range of applications, including:<\/p>\n<ul>\n<li>Extracting and integrating data from multiple sources.<\/li>\n<li>Connecting applications through APIs and webhooks.<\/li>\n<li>Automating information flows between systems.<\/li>\n<li>Cleaning, standardizing and transforming data.<\/li>\n<li>Detecting and removing duplicate records.<\/li>\n<li>Validating data and identifying inconsistencies.<\/li>\n<li>Integrating data from CRM, ERP, ecommerce and marketing platforms.<\/li>\n<li>Designing and implementing ETL and ELT processes.<\/li>\n<li>Building Data Warehouses and historical data repositories.<\/li>\n<li>Data modeling and advanced calculations.<\/li>\n<li>Data virtualization and cross-system queries.<\/li>\n<li>Preparing data for Business Intelligence and artificial intelligence.<\/li>\n<li>Monitoring and maintaining automated processes.<\/li>\n<\/ul>\n<\/div>\n<div class=\"wsite-spacer\"><\/div>\n<div class=\"paragraph\">\n<h3>Data Integration and Processing Technologies<\/h3>\n<p>No single tool is suitable for every project. Choosing the right technology allows us to tailor solutions to each company&#8217;s needs while avoiding unnecessary costs and complexity.<\/p>\n<p>Some of the technologies we may consider include:<\/p>\n<ul>\n<li><strong>Data integration:<\/strong> Airbyte, Apache Hop, REST APIs and webhooks.<\/li>\n<li><strong>Data transformation and processing:<\/strong> SQL, dbt, Python, Polars and R.<\/li>\n<li><strong>Databases and analytics platforms:<\/strong> PostgreSQL, DuckDB and Google BigQuery.<\/li>\n<li><strong>Process orchestration:<\/strong> Dagster and Apache Airflow.<\/li>\n<li><strong>Data virtualization and federated queries:<\/strong> Trino.<\/li>\n<\/ul>\n<p><strong>Our goal is not to introduce more technology, but to make sure your data is available wherever and whenever you need it.<\/strong><\/p>\n<\/div>\n<h2>Need to Connect Data Across Your Systems?<\/h2>\n<p>Tell us which data sources you use and what information you need. We&#8217;ll help you find the best way to integrate your systems and automate your data processes.<\/p>\n<div class=\"thediar-demo-cta\">\n<div class=\"thediar-demo-cta__content\">\n<p class=\"thediar-demo-cta__eyebrow\">PERSONALISED DEMO<\/p>\n<h2 class=\"thediar-demo-cta__title\">\n      See how you can improve your data quality<br \/>\n    <\/h2>\n<p class=\"thediar-demo-cta__description\">\n      Discover how to detect duplicate records,<br \/>\n      identify inconsistencies and review corrections<br \/>\n      through a data quality management application.\n    <\/p>\n<\/p><\/div>\n<p>  <a class=\"thediar-demo-cta__button\" href=\"\/en\/demo\"><br \/>\n    Get my personalised demo<br \/>\n    <span class=\"thediar-demo-cta__arrow\" aria-hidden=\"true\">&rarr;<\/span><br \/>\n  <\/a>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Your company or agency has data from multiple sources: databases, CRM and ERP systems, ecommerce platforms, digital analytics tools, spreadsheets, APIs, web services and cloud applications. As your business evolves, both the volume of data and the number of systems [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":37,"menu_order":8,"comment_status":"closed","ping_status":"closed","template":"page-templates\/page_fullwidth.php","meta":{"footnotes":""},"class_list":["post-94","page","type-page","status-publish","hentry","clearfix"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.4 - aioseo.com -->\n\t<meta name=\"description\" content=\"Your company or agency has data from multiple sources: databases, CRM and ERP systems, ecommerce platforms, digital analytics tools, spreadsheets, APIs, web services and cloud applications. As your business evolves, both the volume of data and the number of systems generating it continue to grow. Data integration involves collecting, connecting, transforming, enriching and consolidating this\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.thediar.com\/en\/what-we-do\/data-integration-processing\/\" \/>\n\t\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.4\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/what-we-do\\\/data-integration-processing\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/what-we-do\\\/#listItem\",\"name\":\"Optimize your business\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/what-we-do\\\/#listItem\",\"position\":2,\"name\":\"Optimize your business\",\"item\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/what-we-do\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/what-we-do\\\/data-integration-processing\\\/#listItem\",\"name\":\"Data integration and processing information\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/what-we-do\\\/data-integration-processing\\\/#listItem\",\"position\":3,\"name\":\"Data integration and processing information\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/what-we-do\\\/#listItem\",\"name\":\"Optimize your business\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/#organization\",\"name\":\"The ducks in a row\",\"description\":\"Data-driven business efficiency\",\"url\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/\",\"telephone\":\"+34 910053713\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/www.thediar.com\\\/wp-content\\\/uploads\\\/logo1claro.jpg?fit=1064%2C336&ssl=1\",\"@id\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/what-we-do\\\/data-integration-processing\\\/#organizationLogo\",\"width\":1064,\"height\":336},\"image\":{\"@id\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/what-we-do\\\/data-integration-processing\\\/#organizationLogo\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/what-we-do\\\/data-integration-processing\\\/#webpage\",\"url\":\"https:\\\/\\\/www.thediar.com\\\/en\\\/what-we-do\\\/data-integration-processing\\\/\",\"name\":\"Data integration and processing information | The ducks in a row\",\"description\":\"Your company or agency has data from multiple sources: databases, CRM and ERP systems, ecommerce platforms, digital analytics tools, spreadsheets, APIs, web services and cloud applications. 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