{"id":43944,"date":"2026-08-06T15:55:06","date_gmt":"2026-08-06T13:55:06","guid":{"rendered":"https:\/\/www.striped-giraffe.com\/expertise\/data-management\/moderne-datenplattformen\/"},"modified":"2026-08-06T16:51:39","modified_gmt":"2026-08-06T14:51:39","slug":"modern-data-platform","status":"publish","type":"page","link":"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/modern-data-platform\/","title":{"rendered":"Modern Data Platform"},"content":{"rendered":"<section class=\"wpb-content-wrapper\"><p>[vc_row full_width=&#8221;stretch_row&#8221; full_height=&#8221;yes&#8221; bg_type=&#8221;image&#8221; parallax_style=&#8221;vcpb-default&#8221; bg_image_new=&#8221;id^43937|url^https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2026\/08\/Header_Modern_Data_Platforms.jpg|caption^Modern Data Platforms|alt^Modern Data Platforms|title^Header_Modern_Data_Platforms|description^Modern Data Platforms&#8221; css=&#8221;.vc_custom_1786025736059{background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221;][vc_column css_animation=&#8221;slideInUp&#8221;][vc_column_text]<\/p>\n<h1 style=\"text-align: left;\"><span style=\"color: #ffffff;\">Modern<br \/>\nData Platforms<\/span><\/h1>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=&#8221;closetotop&#8221; css=&#8221;.vc_custom_1786001772808{padding-top: 50px !important;padding-bottom: 50px !important;background-color: #ffffff !important;}&#8221;][vc_column][vc_column_text]<\/p>\n<h3 style=\"text-align: center;\">Scalable Data Architectures for Analytics, AI, and Operational Processes<\/h3>\n<p>[\/vc_column_text][vc_separator color=&#8221;black&#8221; border_width=&#8221;5&#8243; el_width=&#8221;10&#8243; css=&#8221;.vc_custom_1609845029454{margin-top: 50px !important;}&#8221;][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; css=&#8221;.vc_custom_1696254857463{margin-bottom: 50px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_column_text]Modern data platforms integrate data from various sources, deliver it reliably, and create a robust foundation for analytics, automation, and artificial intelligence.<\/p>\n<p>We design and modernize <b>data warehouse<\/b>, <b>data lake<\/b>, and <b>lakehouse<\/b> environments &#8211; tailored to existing systems, data volumes, usage scenarios, and future requirements.[\/vc_column_text][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; css=&#8221;.vc_custom_1696254857463{margin-bottom: 50px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_introduction\">Challenge<\/h2>\n<p>[\/vc_column_text][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_column_text]<\/p>\n<h2>When Legacy Data Environments Reach Their Limits<\/h2>\n<p>Many companies work with data platforms that have been expanded over the years. New sources, technologies, and requirements have been added on an ad hoc basis. This results in complex dependencies, long deployment times, and increasing operational overhead.<\/p>\n<p>Typical challenges include:<\/p>\n<ul>\n<li>isolated data sets and redundant data storage,<\/li>\n<li>ETL and reporting structures that are difficult to maintain,<\/li>\n<li>limited scalability and performance,<\/li>\n<li>long development cycles for new analyses,<\/li>\n<li>lack of support for real-time data,<\/li>\n<li>high infrastructure and operating costs,<\/li>\n<li>unclear responsibilities and quality issues,<\/li>\n<li>inadequate foundations for advanced analytics and AI.<\/li>\n<\/ul>\n<p>A modern data platform creates a flexible roadmap without unnecessarily discarding existing investments.[\/vc_column_text][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; css=&#8221;.vc_custom_1696254857463{margin-bottom: 50px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_introduction\">Platform<br \/>\nModels<\/h2>\n<p>[\/vc_column_text][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_column_text]<\/p>\n<h2>The Right Architecture for Each Specific Need<\/h2>\n<p>Not every company needs the same platform. The key factors are data types, usage, timeliness requirements, governance, and the existing system landscape.<\/p>\n<h3>Cloud Data Warehouse<\/h3>\n<p>A cloud data warehouse is suitable for structured data, standardized metrics, and high-performance BI and reporting applications. Computing power and storage can be scaled flexibly.<\/p>\n<h3>Data Lake<\/h3>\n<p>A data lake accommodates large volumes of structured, semi-structured, and unstructured data. It offers high flexibility for data science, machine learning, and exploratory analytics.<\/p>\n<h3>Data Lakehouse<\/h3>\n<p>A lakehouse combines the openness and scalability of a data lake with the capabilities of traditional data warehouses, such as transactions, metadata management, and controlled access.<\/p>\n<h3>Hybrid Data Platform<\/h3>\n<p>In many companies, a combination of different platforms makes sense. Cloud and on-premises systems, operational applications, and existing data warehouses are integrated into a coordinated architecture.[\/vc_column_text][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; css=&#8221;.vc_custom_1696254857463{margin-bottom: 50px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_introduction\">Selection<\/h2>\n<p>[\/vc_column_text][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_column_text]<\/p>\n<h2>Architectural Decisions with a Long-Term Perspective<\/h2>\n<p>The choice of a platform should not be based on a trend or a single vendor. Together, we evaluate which approach makes the most sense from a business, technical, and economic perspective.<\/p>\n<p>Key criteria include:<\/p>\n<ul>\n<li>Type, volume, and velocity of data,<\/li>\n<li>Requirements for reporting, analytics, and AI,<\/li>\n<li>Batch or real-time processing,<\/li>\n<li>Data protection, security, and regulatory requirements,<\/li>\n<li>Integration with existing systems,<\/li>\n<li>Scalability and performance,<\/li>\n<li>Operating model and available expertise,<\/li>\n<li>Costs, vendor lock-in, and long-term maintainability.<\/li>\n<\/ul>\n<p>For larger, decentralized organizations, domain-oriented data products and federated governance can be beneficial. However, a <b>data mesh<\/b> approach is only suitable if the organizational structure, accountability, and platform maturity align with it.[\/vc_column_text][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; css=&#8221;.vc_custom_1696254857463{margin-bottom: 50px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_introduction\">Modernization<\/h2>\n<p>[\/vc_column_text][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_column_text]<\/p>\n<h2>Gradually Enhance Existing Data Platforms<\/h2>\n<p>Modernization doesn\u2019t have to start with a complete overhaul. Often, a phased approach is more cost-effective and carries less risk.<\/p>\n<p>Possible measures include:<\/p>\n<ul>\n<li>Replacing or optimizing existing ETL processes,<\/li>\n<li>Migrating to cloud or hybrid architectures,<\/li>\n<li>introducing ELT, streaming, or change data capture,<\/li>\n<li>consolidating redundant platforms,<\/li>\n<li>modernizing data models and semantic layers,<\/li>\n<li>automating testing, deployments, and monitoring,<\/li>\n<li>improving performance and cost control,<\/li>\n<li>and gradually introducing data products.<\/li>\n<\/ul>\n<p>This allows for the resolution of specific bottlenecks in the short term while simultaneously laying a solid foundation for further development.[\/vc_column_text][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; css=&#8221;.vc_custom_1696254846289{margin-top: 50px !important;margin-bottom: 50px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_introduction\">Our Approach<\/h2>\n<p>[\/vc_column_text][\/vc_column][vc_column width=&#8221;2\/3&#8243; css=&#8221;.vc_custom_1612279521428{padding-left: 0px !important;}&#8221;][vc_column_text]<\/p>\n<h2>From Assessment to Production Platform<\/h2>\n<h3>Phase 1: Analyze Requirements and Landscape<\/h3>\n<p>We identify data sources, platforms, dependencies, usage scenarios, and existing issues.<\/p>\n<h3>Phase 2: Develop the Target Architecture<\/h3>\n<p>We define the appropriate platform architecture, integration patterns, security requirements, and the future operating model.<\/p>\n<h3>Phase 3: Implementing Prioritized Use Cases<\/h3>\n<p>We start with a clearly defined use case and validate the architecture, data flows, performance, and costs under realistic conditions.<\/p>\n<h3>Phase 4: Migrating and Scaling<\/h3>\n<p>Existing workloads and data products are migrated in stages. Monitoring, governance, and automated operational processes ensure long-term stability.[\/vc_column_text][\/vc_column][\/vc_row][vc_row gap=&#8221;35&#8243; css=&#8221;.vc_custom_1786001714184{margin-top: 50px !important;margin-bottom: 100px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_introduction\">Business<br \/>\nValue<\/h2>\n<p>[\/vc_column_text][\/vc_column][vc_column width=&#8221;2\/3&#8243; css=&#8221;.vc_custom_1612279521428{padding-left: 0px !important;}&#8221;][vc_column_text]<\/p>\n<h2>A data platform that grows with your needs<\/h2>\n<h3>Faster deployment<\/h3>\n<p>New data sources, reports, and analytics applications can be implemented more quickly.<\/p>\n<h3>Greater scalability<\/h3>\n<p>Storage and computing power can be flexibly adjusted to data volumes and usage.<\/p>\n<h3>Reduced complexity<\/h3>\n<p>Consolidated platforms and standardized data flows reduce redundant structures and maintenance efforts.<\/p>\n<h3>Better Cost Control<\/h3>\n<p>Transparent usage, optimized workloads, and appropriate architectural models help to effectively manage infrastructure costs.<\/p>\n<h3>Reliable Foundation for Analytics and AI<\/h3>\n<p>Integrated, controlled, and traceable data is available for business intelligence, advanced analytics, and AI.<\/p>\n<h3>Greater Future-Proofing<\/h3>\n<p>New data sources, technologies, and business models can be more easily integrated into the existing platform.[\/vc_column_text][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; css=&#8221;.vc_custom_1786003098782{margin-bottom: 100px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner width=&#8221;1\/3&#8243;][vc_column_text]<\/p>\n<h2 class=\"headline_introduction\">Let&#8217;s talk<\/h2>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;2\/3&#8243;][vc_column_text]<\/p>\n<h3>Do you need a <strong>specific\u00a0offer<\/strong> or a <strong>sparring partner <\/strong>to discuss ideas?<\/h3>\n<h3>Just contact us:<\/h3>\n<ul>\n<li><a href=\"mailto:experts@striped-giraffe.com\">experts@striped-giraffe.com<\/a><\/li>\n<li><span style=\"color: #ef6c00;\">+49 (0)89-416 126-667<\/span><\/li>\n<\/ul>\n<p>[\/vc_column_text]<a class=\"calendly\" href=\"\" onclick=\"Calendly.initPopupWidget({url: 'https:\/\/calendly.com\/striped-giraffe\/30min'});return false;\">Or book a meeting<\/a>[vc_column_text css=&#8221;.vc_custom_1705587124145{margin-top: 32px !important;}&#8221;]<\/p>\n<h3>We will be happy to support you.<\/h3>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#000000&#8243; css=&#8221;.vc_custom_1756733273557{padding-top: 100px !important;padding-bottom: 100px !important;}&#8221;][vc_column][vc_row_inner][vc_column_inner width=&#8221;1\/3&#8243; css=&#8221;.vc_custom_1611218644223{padding-right: 35px !important;}&#8221;][vc_column_text]<\/p>\n<h2 class=\"headline_superbig\"><span style=\"color: #ffffff;\">FULL-SERVICE FOR YOUR DIGITAL CHALLENGE<\/span><\/h2>\n<p><span style=\"color: #ffffff;\">No matter what digital challenge you are facing, we will support you. With various specialists in our team and our network of experts, we find the right solution for every problem.<\/span>[\/vc_column_text][vc_empty_space][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;]<div class=\"templatera_shortcode\"><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div id='' class='teaserbox  overlay'><div class='teaserbox_inner'><div class='teaserheadline'><h2 style='color:#ffffff;font-family:DinWebPro Bold;'>Enterprise Delivery<\/h2><h3 style='color:#ffffff;'>Turning Strategy into Results<\/h3><\/div><div class='teasertext'><div class='wpb_wrapper'>Erfolgreiche Softwareprojekte entstehen nicht zuf\u00e4llig. Mit einem strukturierten Delivery-Ansatz verbinden wir Business-Anforderungen, Technologie und Umsetzung zu skalierbaren L\u00f6sungen, die messbaren Mehrwert schaffen.<\/div><\/div><div class='teaserlink'><a href='https:\/\/www.striped-giraffe.com\/en\/how-we-deliver\/enterprise-delivery\/' style='color:#ffffff;'>Details<\/a><\/div><div class='wpb_single_image desktop_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2026\/06\/Teaser__HowWeDeliver_EnterpriseDelivery.jpg' \/><\/div><div class='wpb_single_image mobile_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2026\/06\/Teaser__HowWeDeliver_EnterpriseDelivery-600x700.jpg' \/><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>[\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;]<div class=\"templatera_shortcode\"><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div id='' class='teaserbox  overlay'><div class='teaserbox_inner'><div class='teaserheadline'><h2 style='color:#000000;font-family:DinWebPro Bold;'>Collaboration<\/h2><h3 style='color:#000000;'>Better Together<\/h3><\/div><div class='teasertext'><div class='wpb_wrapper'>Successful digital initiatives are built on strong partnerships. By working closely with our clients and an extended network of specialists, we combine expertise, transparency, and shared responsibility to achieve lasting success.<\/div><\/div><div class='teaserlink'><a href='https:\/\/www.striped-giraffe.com\/en\/how-we-deliver\/collaboration-model\/' style='color:#000000;'>Details<\/a><\/div><div class='wpb_single_image desktop_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2026\/06\/Teaser_HowWeDeliver_CollaborationModel.jpg' \/><\/div><div class='wpb_single_image mobile_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2026\/06\/Teaser_HowWeDeliver_CollaborationModel-600x700.jpg' \/><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=&#8221;1\/3&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;]<div class=\"templatera_shortcode\"><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div id='' class='teaserbox  overlay'><div class='teaserbox_inner'><div class='teaserheadline'><h2 style='color:#ffffff;font-family:DinWebPro Bold;'>AI augmented Delivery<\/h2><h3 style='color:#ffffff;'>Human Expertise. AI Efficiency.<\/h3><\/div><div class='teasertext'><div class='wpb_wrapper'>Artificial intelligence is transforming software development. We apply it where it creates real value\u2014accelerating delivery, increasing transparency, and allowing our experts to focus on solving your most complex business challenges.<\/div><\/div><div class='teaserlink'><a href='https:\/\/www.striped-giraffe.com\/en\/how-we-deliver\/ai-augmented-delivery\/' style='color:#ffffff;'>Details<\/a><\/div><div class='wpb_single_image desktop_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2026\/06\/Teaser__HowWeDeliver_AI_augmentedDelivery.jpg' \/><\/div><div class='wpb_single_image mobile_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2026\/06\/Teaser__HowWeDeliver_AI_augmentedDelivery-600x700.jpg' \/><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>[\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;]<div class=\"templatera_shortcode\"><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div id='' class='teaserbox  overlay'><div class='teaserbox_inner'><div class='teaserheadline'><h2 style='color:#ffffff;font-family:DinWebPro Bold;'>Quality &amp; Security<\/h2><h3 style='color:#ffffff;'>Built for Long-Term Success<\/h3><\/div><div class='teasertext'><div class='wpb_wrapper'>Quality and security are fundamental to every enterprise solution we build. By embedding both into architecture, development, and delivery from day one, we create software that is reliable, secure, and built to last.<\/div><\/div><div class='teaserlink'><a href='https:\/\/www.striped-giraffe.com\/en\/how-we-deliver\/quality-and-security\/' style='color:#ffffff;'>Details<\/a><\/div><div class='wpb_single_image desktop_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2026\/06\/Teaser_HowWeDeliver_Quality_Security.jpg' \/><\/div><div class='wpb_single_image mobile_only'><img src='https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2026\/06\/Teaser_HowWeDeliver_Quality_Security-600x700.jpg' \/><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row]<\/p>\n<\/section>","protected":false},"excerpt":{"rendered":"Modern Data Platforms Scalable Data Architectures for Analytics, AI, and Operational Processes Modern data platforms integrate data from various sources, [...]","protected":false},"author":2,"featured_media":43938,"parent":19720,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-43944","page","type-page","status-publish","has-post-thumbnail","hentry","wpbf-post"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v27.9) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Modern Data Platform: DWH, Data Lake &amp; Lakehouse<\/title>\n<meta name=\"description\" content=\"We develop and modernize scalable data platforms for BI, analytics, and AI - from cloud data warehouses to lakehouse architectures.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/modern-data-platform\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Modern Data Platform\" \/>\n<meta property=\"og:description\" content=\"We develop and modernize scalable data platforms for BI, analytics, and AI - from cloud data warehouses to lakehouse architectures.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/modern-data-platform\/\" \/>\n<meta property=\"og:site_name\" content=\"Striped Giraffe\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-06T14:51:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2026\/08\/Header_Modern_Data_Platforms.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1400\" \/>\n\t<meta property=\"og:image:height\" content=\"900\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.striped-giraffe.com\\\/en\\\/expertise\\\/data-management\\\/modern-data-platform\\\/\",\"url\":\"https:\\\/\\\/www.striped-giraffe.com\\\/en\\\/expertise\\\/data-management\\\/modern-data-platform\\\/\",\"name\":\"Modern Data Platform: DWH, Data Lake & Lakehouse\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.striped-giraffe.com\\\/de\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.striped-giraffe.com\\\/en\\\/expertise\\\/data-management\\\/modern-data-platform\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.striped-giraffe.com\\\/en\\\/expertise\\\/data-management\\\/modern-data-platform\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.striped-giraffe.com\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/Header_Modern_Data_Platforms.jpg\",\"datePublished\":\"2026-08-06T13:55:06+00:00\",\"dateModified\":\"2026-08-06T14:51:39+00:00\",\"description\":\"We develop and modernize scalable data platforms for BI, analytics, and AI - from cloud data warehouses to lakehouse architectures.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.striped-giraffe.com\\\/en\\\/expertise\\\/data-management\\\/modern-data-platform\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.striped-giraffe.com\\\/en\\\/expertise\\\/data-management\\\/modern-data-platform\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.striped-giraffe.com\\\/en\\\/expertise\\\/data-management\\\/modern-data-platform\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.striped-giraffe.com\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/Header_Modern_Data_Platforms.jpg\",\"contentUrl\":\"https:\\\/\\\/www.striped-giraffe.com\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/Header_Modern_Data_Platforms.jpg\",\"width\":1400,\"height\":900,\"caption\":\"Modern Data Platforms\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.striped-giraffe.com\\\/en\\\/expertise\\\/data-management\\\/modern-data-platform\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Expertise\",\"item\":\"https:\\\/\\\/www.striped-giraffe.com\\\/en\\\/expertise\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Data management\",\"item\":\"https:\\\/\\\/www.striped-giraffe.com\\\/en\\\/expertise\\\/data-management\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Modern Data Platform\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.striped-giraffe.com\\\/de\\\/#website\",\"url\":\"https:\\\/\\\/www.striped-giraffe.com\\\/de\\\/\",\"name\":\"Striped Giraffe\",\"description\":\"Ihr zuverl\u00e4ssiger Anbieter f\u00fcr digitale Enterprise-L\u00f6sungen\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.striped-giraffe.com\\\/de\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.striped-giraffe.com\\\/de\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.striped-giraffe.com\\\/de\\\/#organization\",\"name\":\"Striped Giraffe\",\"url\":\"https:\\\/\\\/www.striped-giraffe.com\\\/de\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.striped-giraffe.com\\\/de\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.striped-giraffe.com\\\/wp-content\\\/uploads\\\/2021\\\/01\\\/giraffe_white.svg\",\"contentUrl\":\"https:\\\/\\\/www.striped-giraffe.com\\\/wp-content\\\/uploads\\\/2021\\\/01\\\/giraffe_white.svg\",\"caption\":\"Striped Giraffe\"},\"image\":{\"@id\":\"https:\\\/\\\/www.striped-giraffe.com\\\/de\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Modern Data Platform: DWH, Data Lake & Lakehouse","description":"We develop and modernize scalable data platforms for BI, analytics, and AI - from cloud data warehouses to lakehouse architectures.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/modern-data-platform\/","og_locale":"en_US","og_type":"article","og_title":"Modern Data Platform","og_description":"We develop and modernize scalable data platforms for BI, analytics, and AI - from cloud data warehouses to lakehouse architectures.","og_url":"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/modern-data-platform\/","og_site_name":"Striped Giraffe","article_modified_time":"2026-08-06T14:51:39+00:00","og_image":[{"width":1400,"height":900,"url":"https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2026\/08\/Header_Modern_Data_Platforms.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/modern-data-platform\/","url":"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/modern-data-platform\/","name":"Modern Data Platform: DWH, Data Lake & Lakehouse","isPartOf":{"@id":"https:\/\/www.striped-giraffe.com\/de\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/modern-data-platform\/#primaryimage"},"image":{"@id":"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/modern-data-platform\/#primaryimage"},"thumbnailUrl":"https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2026\/08\/Header_Modern_Data_Platforms.jpg","datePublished":"2026-08-06T13:55:06+00:00","dateModified":"2026-08-06T14:51:39+00:00","description":"We develop and modernize scalable data platforms for BI, analytics, and AI - from cloud data warehouses to lakehouse architectures.","breadcrumb":{"@id":"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/modern-data-platform\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/modern-data-platform\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/modern-data-platform\/#primaryimage","url":"https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2026\/08\/Header_Modern_Data_Platforms.jpg","contentUrl":"https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2026\/08\/Header_Modern_Data_Platforms.jpg","width":1400,"height":900,"caption":"Modern Data Platforms"},{"@type":"BreadcrumbList","@id":"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/modern-data-platform\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Expertise","item":"https:\/\/www.striped-giraffe.com\/en\/expertise\/"},{"@type":"ListItem","position":2,"name":"Data management","item":"https:\/\/www.striped-giraffe.com\/en\/expertise\/data-management\/"},{"@type":"ListItem","position":3,"name":"Modern Data Platform"}]},{"@type":"WebSite","@id":"https:\/\/www.striped-giraffe.com\/de\/#website","url":"https:\/\/www.striped-giraffe.com\/de\/","name":"Striped Giraffe","description":"Ihr zuverl\u00e4ssiger Anbieter f\u00fcr digitale Enterprise-L\u00f6sungen","publisher":{"@id":"https:\/\/www.striped-giraffe.com\/de\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.striped-giraffe.com\/de\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.striped-giraffe.com\/de\/#organization","name":"Striped Giraffe","url":"https:\/\/www.striped-giraffe.com\/de\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.striped-giraffe.com\/de\/#\/schema\/logo\/image\/","url":"https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2021\/01\/giraffe_white.svg","contentUrl":"https:\/\/www.striped-giraffe.com\/wp-content\/uploads\/2021\/01\/giraffe_white.svg","caption":"Striped Giraffe"},"image":{"@id":"https:\/\/www.striped-giraffe.com\/de\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/www.striped-giraffe.com\/en\/wp-json\/wp\/v2\/pages\/43944","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.striped-giraffe.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.striped-giraffe.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.striped-giraffe.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.striped-giraffe.com\/en\/wp-json\/wp\/v2\/comments?post=43944"}],"version-history":[{"count":3,"href":"https:\/\/www.striped-giraffe.com\/en\/wp-json\/wp\/v2\/pages\/43944\/revisions"}],"predecessor-version":[{"id":43947,"href":"https:\/\/www.striped-giraffe.com\/en\/wp-json\/wp\/v2\/pages\/43944\/revisions\/43947"}],"up":[{"embeddable":true,"href":"https:\/\/www.striped-giraffe.com\/en\/wp-json\/wp\/v2\/pages\/19720"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.striped-giraffe.com\/en\/wp-json\/wp\/v2\/media\/43938"}],"wp:attachment":[{"href":"https:\/\/www.striped-giraffe.com\/en\/wp-json\/wp\/v2\/media?parent=43944"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}