{"id":108803,"date":"2026-06-19T10:00:44","date_gmt":"2026-06-19T08:00:44","guid":{"rendered":"https:\/\/www.pikon.com\/?p=108803"},"modified":"2026-07-29T14:34:14","modified_gmt":"2026-07-29T12:34:14","slug":"whats-behind-sap-business-data-cloud-data-products","status":"publish","type":"post","link":"https:\/\/www.pikon.com\/en\/blog\/whats-behind-sap-business-data-cloud-data-products\/","title":{"rendered":"What&#8217;s behind SAP Business Data Cloud Data Products"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"108803\" class=\"elementor elementor-108803 elementor-108770\" 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data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-83f8453 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"83f8453\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a6587d elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"7a6587d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;exclude_headings_by_selector&quot;:&quot;.bdt-ep-advanced-icon-box-title, .no-table-of-content&quot;,&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;,&quot;h4&quot;,&quot;h5&quot;],&quot;container&quot;:&quot;.elementor-widget-theme-post-content&quot;,&quot;no_headings_message&quot;:&quot;No headings were found on this 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contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__7a6587d\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-up\"><\/i><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<div id=\"elementor-toc__7a6587d\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<i class=\"elementor-toc__spinner eicon-animation-spin eicon-loading\" aria-hidden=\"true\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e781af5 elementor-widget elementor-widget-text-editor\" data-id=\"e781af5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"qMYqUG_convSearchResultHighlightRoot\"><div class=\"\" data-turn-id-container=\"request-WEB:723049bb-cf0f-4973-ab2a-f9f445acbd54-6\" data-is-intersecting=\"true\"><section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:723049bb-cf0f-4973-ab2a-f9f445acbd54-6\" data-turn-id-container=\"request-WEB:723049bb-cf0f-4973-ab2a-f9f445acbd54-6\" data-testid=\"conversation-turn-12\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\"><div class=\"flex max-w-full flex-col gap-4 grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"930e8072-515e-40b4-821d-f72bb996bce8\" data-message-model-slug=\"gpt-5-5\" data-turn-start-message=\"true\"><div class=\"flex w-full flex-col gap-1 empty:hidden\"><div class=\"markdown prose dark:prose-invert wrap-break-word w-full dark markdown-new-styling\"><p data-start=\"0\" data-end=\"339\" data-is-last-node=\"\" data-is-only-node=\"\">Organizations often struggle with analytics not because they lack data, but because they have too many versions of the same truth. This is exactly where<strong> SAP Business Data Cloud Data Products<\/strong> come in: they transform scattered raw data into reusable, semantically enriched data assets that can be leveraged much faster and more consistently.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/section><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\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-3c2675a e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"3c2675a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a55aebd elementor-widget elementor-widget-heading\" data-id=\"a55aebd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why This Topic Is Important Right Now<\/h2>\t\t\t\t<\/div>\n\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-408bd20 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"408bd20\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a305eb1 elementor-widget elementor-widget-text-editor\" data-id=\"a305eb1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"qMYqUG_convSearchResultHighlightRoot\"><div class=\"\" data-turn-id-container=\"request-WEB:723049bb-cf0f-4973-ab2a-f9f445acbd54-9\" data-is-intersecting=\"true\"><section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:723049bb-cf0f-4973-ab2a-f9f445acbd54-9\" data-turn-id-container=\"request-WEB:723049bb-cf0f-4973-ab2a-f9f445acbd54-9\" data-testid=\"conversation-turn-18\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\"><div class=\"flex max-w-full flex-col gap-4 grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"de766e5a-3ce4-47e0-9cf5-509331edff83\" data-message-model-slug=\"gpt-5-5-thinking\" data-turn-start-message=\"true\"><div class=\"flex w-full flex-col gap-1 empty:hidden\"><div class=\"markdown prose dark:prose-invert wrap-break-word w-full dark markdown-new-styling\"><p data-start=\"0\" data-end=\"466\">Many SAP-driven companies are familiar with the same pattern: a business department \u201cjust quickly\u201d needs a KPI, the team builds a new model for it, the logic is documented somewhere, and months later, three versions of the same figure exist. This costs time, creates uncertainty, and blocks scalability. SAP positions <strong><a href=\"https:\/\/www.pikon.com\/en\/solutions\/sap-business-data-cloud\/\">Business Data Cloud<\/a> <\/strong>as a managed SaaS solution that brings together business-critical data, enriches it semantically, and enables contextual access.<\/p><p data-start=\"468\" data-end=\"754\" data-is-last-node=\"\" data-is-only-node=\"\">The real pain point is therefore not data access alone, but the constant need to rebuild context. <strong>This is exactly where Data Products become interesting:<\/strong> they encapsulate data in such a way that business logic, semantics, lineage, and governance do not have to be reinvented every time.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/section><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\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-0da03eb e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"0da03eb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0b0762c elementor-widget elementor-widget-heading\" data-id=\"0b0762c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What are Data Products?<\/h2>\t\t\t\t<\/div>\n\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-ddaa1df e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"ddaa1df\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eb4d095 elementor-widget elementor-widget-text-editor\" data-id=\"eb4d095\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In the SAP context, <strong>Data Products<\/strong> are curated, reusable data packages that are structured around a specific business domain and provided for a particular use case. SAP describes them as data products enriched with context, business semantics, documentation, and APIs, delivering data that is ready for immediate use.<\/p><p><strong>In practice, this means<\/strong> that a Data Product is not simply a table or an export. It is a <strong>business-ready asset<\/strong> with a clear meaning, defined relationships, and traceable lineage. This combination is precisely what makes Data Products highly valuable for analytics, reusability, self-service, and AI use cases.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-1d97e87 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"1d97e87\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f1a9090 elementor-widget elementor-widget-heading\" data-id=\"f1a9090\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Positioning Within SAP Business Data Cloud<\/h2>\t\t\t\t<\/div>\n\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-603a0be e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"603a0be\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-583f279 elementor-widget elementor-widget-text-editor\" data-id=\"583f279\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"isSelectedEnd\">Within <strong>SAP Business Data Cloud<\/strong>, <strong>Data Products<\/strong> are a <strong>key building block<\/strong> for intelligent applications, the <strong>Business Data Fabric<\/strong>, planning, and data engineering. SAP positions Business Data Cloud as the evolution of its data and analytics stack, bringing together SAP Datasphere, SAP Analytics Cloud, Databricks, and SAP Business Warehouse.<\/p><p>The idea behind it is both simple and powerful: data should no longer need to be extracted, copied, and modeled from scratch for every project. Instead, it should be available as a standardized, trusted product. As a result, <strong>Data Products<\/strong> become the interface between operational SAP processes and analytical consumption.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-57a2895 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"57a2895\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-17dfa36 elementor-widget elementor-widget-heading\" data-id=\"17dfa36\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Difference Between Data Products &amp; Traditional Data Models\n<\/h2>\t\t\t\t<\/div>\n\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-daeecda e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"daeecda\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e15ea13 elementor-widget elementor-widget-text-editor\" data-id=\"e15ea13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Traditional data models<\/strong> are often built for <strong>specific projects.<\/strong> They answer a specific question and may be technically sound, but they are often difficult to reuse and only partly understandable for other teams. This is exactly what leads to the familiar uncontrolled growth of dozens of models, definitions, and KPI versions.<\/p><p><strong>Data Products<\/strong> reverse this principle. They do not start with the technical extraction, but with <strong>business usability:<\/strong> Which business question needs to be answered, what semantics are required, and how can the logic remain consistent? This makes them closer to business objects than to purely technical data structures.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-f25b5f3 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"f25b5f3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ca14add elementor-widget elementor-widget-heading\" data-id=\"ca14add\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How Data Products Work\n<\/h2>\t\t\t\t<\/div>\n\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-a7d3849 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"a7d3849\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6d02e17 elementor-widget elementor-widget-text-editor\" data-id=\"6d02e17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>SAP Business Data Cloud Data Products<\/strong> are assembled from data sources, semantically enriched, and provided with metadata. This typically includes business meaning, <strong>access concepts, documentation, data lineage, and additional metadata<\/strong>. SAP emphasizes that this can help avoid costs caused by extraction and replication.<\/p><p>A key aspect here is semantics. When data is provided, for example, as revenue, open items, or material movements, the pure numerical value alone is not enough. Only the business description, relationships to dimensions, and business logic turn it into something that end users, business departments, and AI systems can interpret reliably.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-dd993a7 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"dd993a7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d10aef5 elementor-widget elementor-widget-heading\" data-id=\"d10aef5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Semantik als Kern<\/h2>\t\t\t\t<\/div>\n\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-fcc8b5a e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"fcc8b5a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-78e78dd elementor-widget elementor-widget-text-editor\" data-id=\"78e78dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Without semantics, data analysis is often little more than juggling numbers. With <strong>semantics<\/strong>, it becomes a <strong>common language between IT and the business<\/strong>. SAP points out that Data Products are enriched with business semantics and context so that information is <strong>immediately understandable<\/strong> and <strong>reusable<\/strong>.<\/p><p>Precisely because business processes are usually deeply embedded in the source systems, it is so important to model this logic properly once and transfer it into Data Products. This creates the foundation for consistent KPIs across many different areas.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-b47ba62 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"b47ba62\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0746d36 elementor-widget elementor-widget-heading\" data-id=\"0746d36\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Business Value in Everyday Operations\n<\/h2>\t\t\t\t<\/div>\n\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-2d7b2fa e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"2d7b2fa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-46311f2 elementor-widget elementor-widget-text-editor\" data-id=\"46311f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The greatest advantage is not only <strong>speed<\/strong>, but <strong>trust<\/strong>. When the <strong>same definition<\/strong> of \u201cnet revenue\u201d, \u201cdays sales outstanding\u201d, or \u201cheadcount\u201d is available consistently across multiple teams, the coordination effort is significantly reduced. SAP also emphasizes that curated Data Products deliver ready-to-use data and thereby accelerate various use cases.<\/p><p>Another advantage is <strong>reusability<\/strong>. Once a Data Product has been properly provided, it can be used for dashboards, planning, self-service analytics, or AI models without having to rebuild the data logic each time. This is particularly useful for companies that need to combine multiple SAP source systems with additional non-SAP data.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-5afa67f e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"5afa67f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7af73a1 elementor-widget elementor-widget-heading\" data-id=\"7af73a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Comparing Data Platforms\n<\/h2>\t\t\t\t<\/div>\n\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-95dbd2b e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"95dbd2b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7be1879 elementor-widget elementor-widget-text-editor\" data-id=\"7be1879\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Traditional data lakes<\/strong> and <strong>data warehouses<\/strong> focus heavily on storage, integration, and preparation. This is important, but it does not automatically solve the problem of business meaning. In many organizations, data may be stored centrally, but still remains semantically unclear or has to be interpreted again in every project.<\/p><p>The <strong>product-oriented approach<\/strong> of SAP Business Data Cloud goes further. The focus is not on where the data is stored, but on the usable Data Product with clear business ownership. This represents a paradigm shift, because data is no longer seen as a by-product of integration, but as the actual unit of value creation.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-8c03c1d e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"8c03c1d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2ba90e3 elementor-widget elementor-widget-heading\" data-id=\"2ba90e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why This Represents a Paradigm Shift\n<\/h2>\t\t\t\t<\/div>\n\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-c33870c e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"c33870c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0a6613b elementor-widget elementor-widget-text-editor\" data-id=\"0a6613b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>In the past, the logic was often:<\/strong> collect first, then model, then analyze. <strong>Today, the better question is:<\/strong> Which Data Products does the organization need to make decisions faster, more reliable, and more scalable? This shift changes architecture, responsibilities, and the way IT and the business work together.<\/p><p>Instead of building countless custom solutions, a product landscape of <strong>clearly defined data<\/strong> <strong>building blocks emerges<\/strong>. This makes governance easier, improves reusability, and reduces dependency on individual subject matter experts. This is exactly why <strong>SAP Business Data Cloud<\/strong> is seen by many observers as a strategic <strong>evolution of the SAP analytics ecosystem.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-df6c737 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"df6c737\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-df183d5 elementor-widget elementor-widget-heading\" data-id=\"df183d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Typical Entry Scenarios\n<\/h2>\t\t\t\t<\/div>\n\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-14c1d12 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"14c1d12\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3bf87d9 elementor-widget elementor-widget-text-editor\" data-id=\"3bf87d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>For getting started, <strong>use cases with a clearly defined business scope<\/strong> and high reuse potential are particularly suitable. Examples include <strong>financial KPIs, supply chain transparency, HR analytics<\/strong>, or operational <strong>sales metrics<\/strong>. SAP explicitly refers to use cases in ERP, finance, supply chain, and HR, where harmonized data and contextual analytics are the main focus.<\/p><p>It is especially useful to start where <strong>many manual alignment efforts<\/strong> already take place today. For example, if a department constantly needs the same data for reporting, planning, and ad-hoc analysis, a Data Product is much more worthwhile than a one-off reporting data model.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-d887890 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"d887890\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-53b929c elementor-widget elementor-widget-heading\" data-id=\"53b929c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Prerequisites for Getting Started\n<\/h2>\t\t\t\t<\/div>\n\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-e0807f5 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"e0807f5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-481b152 elementor-widget elementor-widget-text-editor\" data-id=\"481b152\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Before getting started, companies do not need a perfect target architecture, but they do need clarity on priorities and responsibilities. They should know which domains are particularly critical, which data sources are relevant, and who is responsible from a business perspective for semantics and quality.<\/p><p>A governance model that regulates access, traceability, and versioning is also important. <strong>Data Products<\/strong> only deliver their full value when they are understood not as a technical experiment, but as a <strong>continuously maintained product<\/strong>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-4ddbc67 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"4ddbc67\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-99305de elementor-widget elementor-widget-heading\" data-id=\"99305de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Best Practices for Implementation\n<\/h2>\t\t\t\t<\/div>\n\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-c6bae71 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"c6bae71\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0ffb554 elementor-widget elementor-widget-text-editor\" data-id=\"0ffb554\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>A good start begins small, but strategically.<\/strong> Instead of immediately overhauling the entire architecture, companies should start <strong>with a clear use case<\/strong> that is visible from a business perspective and can later be transferred to other domains. This makes the value tangible quickly and helps build internal acceptance.<\/p><p>It is equally important to align semantics between IT and the business early on. When KPIs, dimensions, and business rules are defined together, a solid foundation for scaling is created. Experience shows that this is exactly where many data initiatives either fail or succeed.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-337dfe5 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"337dfe5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-80cd750 elementor-widget elementor-widget-heading\" data-id=\"80cd750\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What Companies Gain from It\n<\/h2>\t\t\t\t<\/div>\n\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-df61bc9 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"df61bc9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c97f2a elementor-widget elementor-widget-text-editor\" data-id=\"1c97f2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>SAP Business Data Cloud Data Products<\/strong> help companies centralize and <strong>standardize data<\/strong> and make it usable for <strong>more than one purpose<\/strong>. This reduces duplicate work, increases data quality, and creates the foundation for <strong>self-service analytics<\/strong> and <strong>AI-supported applications<\/strong>. SAP itself describes SAP Business Data Cloud as a way to provide high-quality, consistent data with contextual access.<\/p><p>For IT and data architects, this is particularly relevant because it enables them to <strong>build a robust target architecture<\/strong>. For business departments, it is attractive because they are less dependent on individual requests and can access reliable figures faster. And for CIOs, it is a lever for turning data platforms from a cost factor into a value driver.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-b876d8d e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"b876d8d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-86782fe elementor-widget elementor-widget-heading\" data-id=\"86782fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h2>\t\t\t\t<\/div>\n\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-37eb5ae e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"37eb5ae\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e322e42 elementor-widget elementor-widget-text-editor\" data-id=\"e322e42\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Anyone who wants to <strong>modernize their SAP data<\/strong> needs more than new tools. They need a model that brings together business meaning, reusability, and governance. This is exactly why <strong>SAP Business Data Cloud Data Products<\/strong> are so important: they turn data from a technical raw material into a usable business asset.<\/p><p>For SAP-driven companies, this is not only a question of architecture, but also a question of competitiveness. Companies that set up their Data Products properly can deliver answers faster, build trust in their numbers, and create a platform on which analytics, planning, and AI can truly scale.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-15f981a e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"15f981a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e92a3fc e-con-full e-ecs-flex e-flex e-con e-child\" data-id=\"e92a3fc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-5a34842 e-con-full e-ecs-flex e-flex e-con e-child\" data-id=\"5a34842\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-aa25f77 e-con-full e-ecs-flex e-flex e-con e-child\" data-id=\"aa25f77\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-edc3c5b no-table-of-content elementor-widget elementor-widget-heading\" data-id=\"edc3c5b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Contact us!<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae343ae elementor-widget elementor-widget-text-editor\" data-id=\"ae343ae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Do you have any further questions? We would be happy to help.<\/p><p>Schedule a web meeting with our experts or leave your question in the comments section.<\/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-ddf98fb e-con-full e-ecs-flex e-flex e-con e-child\" data-id=\"ddf98fb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-a2ae891 e-con-full e-ecs-flex e-flex e-con e-child\" data-id=\"a2ae891\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f9b1298 elementor-widget__width-initial elementor-widget elementor-widget-pikon-author-box-widget\" data-id=\"f9b1298\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pikon-author-box-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-widget-image-box elementor-position-left elementor-vertical-align-top\"><div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" src=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2023\/03\/Martina_klein-1-150x150.jpg\" alt=\"Martina Ksinsik\" title=\"Martina Ksinsik\" loading=\"lazy\"\/><\/a><\/figure><div class=\"elementor-image-box-content\"><div class=\"elementor-image-box-title\">Martina Ksinsik<\/div><div class=\"elementor-image-box-position\">Customer Success Manager<\/div><div class=\"elementor-image-box-phone\"><a href=\"tel:+4968137962113\"><i class=\"fas fa-phone\"><\/i> +49 (0) 681 379 62 - 113<\/a><\/div><div class=\"elementor-image-box-mail\"><a href=\"mailto:martina.ksinsik@pikon.com\"><i class=\"fa-fw far fa-envelope\"><\/i> martina.ksinsik@pikon.com<\/a><\/div><div class=\"elementor-image-box-description\"><p><div class=\"activecampaign-inline-container \"><div class=\"activecampaign-inline-form\">[borlabs-cookie id=\"active-campaign-email-marketing-form\" type=\"content-blocker\"]<div class='_form_224'><\/div><script type='text\/javascript' src='https:\/\/pikon.activehosted.com\/f\/embed.php?static=0&id=224&6A9AB4CF6A9EC&nostyles=0&preview=0'><\/script>[\/borlabs-cookie]<\/div><div class=\"activecampaign-inline-button\"><a class=\"cta-button\" href=\"#\">Webmeeting vereinbaren<\/a><\/div><\/div><\/p><\/div><\/div><\/div><\/div>\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>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>SAP Business Data Cloud Data Products make data reusable, semantically consistent, and immediately actionable.<\/p>\n","protected":false},"author":43,"featured_media":109847,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[22],"tags":[451,75,768],"class_list":["post-108803","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-all-posts","tag-analytics","tag-reporting","tag-sap-business-data-cloud-2","no-featured-image-padding"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - 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