{"id":108040,"date":"2026-05-18T10:56:34","date_gmt":"2026-05-18T08:56:34","guid":{"rendered":"https:\/\/www.pikon.com\/?p=108040"},"modified":"2026-06-04T15:38:44","modified_gmt":"2026-06-04T13:38:44","slug":"3-use-cases-real-time-reporting-with-s-4hana-embedded-analytics","status":"publish","type":"post","link":"https:\/\/www.pikon.com\/en\/blog\/3-use-cases-real-time-reporting-with-s-4hana-embedded-analytics\/","title":{"rendered":"3 Use Cases: Real-Time Reporting with S\/4HANA Embedded Analytics"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"108040\" class=\"elementor elementor-108040 elementor-107989\" 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data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-625ff0a e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"625ff0a\" 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-9d69d55 elementor-toc--minimized-on-tablet elementor-widget elementor-widget-global elementor-global-75893 elementor-global-75856 elementor-widget-table-of-contents\" data-id=\"9d69d55\" 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 page.&quot;,&quot;marker_view&quot;:&quot;numbers&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;tablet&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t\t\t\t<h4 class=\"elementor-toc__header-title\">\n\t\t\t\tContent\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__9d69d55\" aria-expanded=\"true\" aria-label=\"Open table of 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__9d69d55\" 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__9d69d55\" 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-51e9d4c elementor-widget elementor-widget-heading\" data-id=\"51e9d4c\" 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\">Introduction and Fundamentals<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4222c43 elementor-widget elementor-widget-text-editor\" data-id=\"4222c43\" 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><a href=\"https:\/\/www.pikon.com\/en\/solutions\/sap-s4hana-embedded-analytics\/\" target=\"_blank\" rel=\"noopener\"><strong>Embedded Analytics in SAP S\/4HANA\u00a0<\/strong><\/a>refers to the <strong>direct integration<\/strong> of analytical capabilities within the <strong>operational ERP system<\/strong>. Unlike traditional BI architectures, analyses are performed on <strong>live data without data replication<\/strong> or a separate data warehouse such as <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">SAP Business Warehouse<\/span><\/span>.<\/p><p>The technical foundation is the <strong>Virtual Data Model (VDM)<\/strong>, which is based on <strong>Core Data Services (CDS)<\/strong> and their corresponding <strong>views<\/strong>. These CDS views structure data across multiple layers and define both semantic logic and analytical properties. Through annotations, functions such as key figures, filters, or aggregations are defined directly within the data model. This creates a consistent and reusable data foundation.<\/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-3625bba e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"3625bba\" 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-0263a77 elementor-widget elementor-widget-image\" data-id=\"0263a77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/VDM-in-SAP-S4HANA-1-scaled.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"VDM in SAP S4HANA\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTA4MDA4LCJ1cmwiOiJodHRwczpcL1wvd3d3LnBpa29uLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMDVcL1ZETS1pbi1TQVAtUzRIQU5BLTEtc2NhbGVkLnBuZyJ9\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"557\" src=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/VDM-in-SAP-S4HANA-1-1024x557.png\" class=\"attachment-large size-large wp-image-108008\" alt=\"\" srcset=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/VDM-in-SAP-S4HANA-1-1024x557.png 1024w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/VDM-in-SAP-S4HANA-1-300x163.png 300w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/VDM-in-SAP-S4HANA-1-768x418.png 768w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/VDM-in-SAP-S4HANA-1-1536x835.png 1536w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/VDM-in-SAP-S4HANA-1-2048x1113.png 2048w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/VDM-in-SAP-S4HANA-1-600x326.png 600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Fig. 1: VDM in SAP S\/4HANA<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\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-9f970c9 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"9f970c9\" 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-6c4bcad elementor-widget elementor-widget-text-editor\" data-id=\"6c4bcad\" 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>Access to Embedded Analytics functionalities<\/strong> is primarily provided via the <strong>FIORI Launchpad<\/strong> within <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">SAP S\/4HANA<\/span><\/span>. Users are presented with role-based applications such as <strong>KPI tiles<\/strong>, <strong>analytical lists<\/strong>, or <strong>multidimensional reports<\/strong>. In addition, external tools such as <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">SAP Analytics Cloud<\/span><\/span> can be integrated, accessing the same data through live connectivity.<\/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-082e621 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"082e621\" 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-06c9eb5 elementor-widget elementor-widget-heading\" data-id=\"06c9eb5\" 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 is SAP Embedded Analytics  worthwhile?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c626bac elementor-widget elementor-widget-text-editor\" data-id=\"c626bac\" 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>Embedded Analytics<\/strong> is particularly valuable because <strong>analytical insights<\/strong> are immediately available on operational data <strong>without system discontinuities<\/strong>. Since all evaluations are executed directly on the <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">SAP <strong>HANA<\/strong><\/span><\/span><strong> database<\/strong>, time-consuming and costly data replication into \u201ctraditional\u201d downstream BI systems is no longer required. Decisions can therefore be made on the basis of <strong>current and consistent data<\/strong> rather than delayed extracts. At the same time, organisations can avoid the <strong>costs<\/strong> of additional BI solutions where these are not necessary.<\/p><p>If required, however, traditional BI tools can still access CDS views directly, depending on compatibility and licensing models, in order to create even more complex data models. For example, CDS view data can be enriched with information that does not originate from the source system <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">SAP S\/4HANA<\/span><\/span>.<\/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-78e7435 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"78e7435\" 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-ecbaae4 e-con-full e-ecs-flex e-flex e-con e-child\" data-id=\"ecbaae4\" 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\t\t<div class=\"elementor-element elementor-element-567e5df elementor-position-left elementor-widget__width-initial no-table-of-content elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"567e5df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"221\" height=\"300\" src=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/10\/Whitepaper-SAP-BI-Tools-Vorschau-EN_komprimiert-221-x-300-px.png\" class=\"attachment-full size-full wp-image-100270\" alt=\"\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Whitepaper \"SAP BW, SAP Datasphere and Embedded Analytics in Comparison<\/h3><p class=\"elementor-image-box-description\">Which SAP BI tool really suits your reporting strategy? This white paper shows you how to future-proof your SAP reporting landscape using various approaches.\n<br><br>\n<a class=\"cta-button\" href=\"https:\/\/www.pikon.com\/en\/doc\/comparing-sap-bw-sap-datasphere-embedded-analytics\/\" target=\"_blank\" rel=\"noopener\">Download<\/a><\/p><\/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 class=\"elementor-element elementor-element-d3c7846 elementor-widget elementor-widget-spacer\" data-id=\"d3c7846\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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-ec387b4 elementor-widget elementor-widget-heading\" data-id=\"ec387b4\" 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 do typical Use Cases for SAP S\/4HANA Embedded Analytics look like?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8498aa5 elementor-widget elementor-widget-heading\" data-id=\"8498aa5\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Real-Time Logistics Management<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b8e932a elementor-widget elementor-widget-text-editor\" data-id=\"b8e932a\" 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 <strong>logistics management, Embedded Analytics<\/strong> enables <strong>end-to-end real-time control of inventory levels and material flows<\/strong> directly within the operational system. All relevant movement and inventory data is continuously processed on the in-memory platform <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">SAP HANA<\/span><\/span> and is immediately available for <strong>analysis<\/strong> without delay.<\/p><p>A typical scenario is monitoring the <strong>inventory coverage<\/strong> of a material within a plant. A planner identifies an early critical decline in coverage in a dashboard, which could potentially lead to production interruptions or supply shortages. The visualisation is embedded within FIORI analytical apps, meaning that operational and analytical perspectives are fully integrated.<\/p><p>Using <strong>drill-down functions<\/strong>, the end user can immediately analyse the root cause of the deviation. This provides transparency as to whether the inventory reduction has been caused by increased production consumption, delayed supplier deliveries, or incorrect or outdated planning values. This root cause analysis is performed directly on the same data without any media discontinuity.<\/p><p>Based on these insights, the <b>MRP Controler <\/b>can immediately initiate operational measures. These may include stock transfers between plants, adjustments to procurement quantities, or the prioritisation of existing delivery orders. The key advantage is that these actions do not need to be carried out in a separate system but can be triggered directly from the analysis itself.<\/p><p>The navigation from the dashboard into the corresponding transactional FIORI apps is fully integrated and context-sensitive. This closes the entire cycle of detection, analysis, and action within a single system, significantly <strong>reducing response times<\/strong> in logistics management and <strong>improving supply reliability<\/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-5acb14a e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"5acb14a\" 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-1dd32a1 elementor-widget elementor-widget-image\" data-id=\"1dd32a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Overview_Page_1_EN.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Overview_Page_1_EN\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTA4MDQ4LCJ1cmwiOiJodHRwczpcL1wvd3d3LnBpa29uLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMDVcL092ZXJ2aWV3X1BhZ2VfMV9FTi5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"539\" src=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Overview_Page_1_EN-1024x539.png\" class=\"attachment-large size-large wp-image-108048\" alt=\"\" srcset=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Overview_Page_1_EN-1024x539.png 1024w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Overview_Page_1_EN-300x158.png 300w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Overview_Page_1_EN-768x404.png 768w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Overview_Page_1_EN-1536x808.png 1536w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Overview_Page_1_EN-600x316.png 600w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Overview_Page_1_EN.png 1692w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Fig. 2: Overview Inventory Management<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f01095f elementor-widget elementor-widget-heading\" data-id=\"f01095f\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Promotional Campaign Monitoring<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a143ee7 elementor-widget elementor-widget-text-editor\" data-id=\"a143ee7\" 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 <strong>sales controlling<\/strong>, <strong>Embedded Analytics<\/strong> enables the <strong>immediate evaluation of marketing and promotional campaigns<\/strong> based on operational real-time data. Revenue, volume, and margin information is analysed directly from the underlying transactional data on <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">SAP HANA<\/span><\/span> and made available within the system without any delay.<\/p><p>A typical scenario is the <strong>ongoing monitoring of a discount campaign<\/strong>. A sales controller identifies in a dashboard that, although the campaign is generating a significant increase in sales volumes, the margin is falling below the defined target values. This provides early transparency regarding the economic impact of the measure.<\/p><p>Using integrated <strong>drill-down functions<\/strong>, the analysis can be refined step by step. This makes it possible to identify whether the deviation is attributable to specific products, regions, sales channels, or customer segments. Such granular analysis enables a differentiated assessment of the effectiveness of individual campaign components.<\/p><p>Based on these insights, the <strong>controller<\/strong> can immediately take corrective action. Possible measures include adjusting discount levels, focusing on more profitable product segments, or selectively restricting the campaign in certain regions or customer groups. Dynamic optimisation during an ongoing campaign is also possible.<\/p><p>The key advantage lies in the direct connection between analysis and operational decision-making. Changes do not first need to be initiated through external reporting cycles or separate BI systems but can instead be implemented immediately within the operational application context. This significantly increases <strong>responsiveness<\/strong> in sales and marketing controlling.<\/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-9d9fc1c e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"9d9fc1c\" 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-e7af872 elementor-widget elementor-widget-heading\" data-id=\"e7af872\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Real-Time Financial Analysis in the General Ledger<\/h3>\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-72d6a45 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"72d6a45\" 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-5fa45ea elementor-widget elementor-widget-text-editor\" data-id=\"5fa45ea\" 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>Another use case for Embedded Analytics in <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">SAP S\/4HANA<\/span><\/span> is the direct analysis of <strong>financial data within the general ledger<\/strong> without time delays or external reporting processes. All <strong>posting data<\/strong> is processed immediately and is therefore instantly available for reporting and analysis.<\/p><p>In day-to-day operations, this means that <strong>finance teams<\/strong> always have an up-to-date overview of key management indicators. These include <strong>open items<\/strong> in <strong>accounts receivable<\/strong> and <strong>accounts payable<\/strong>, <strong>liquidity developments<\/strong>, and <strong>period results<\/strong>. This information is not only updated through nightly batch runs or ETL processes but is continuously reflected within the system.<\/p><p>A typical scenario is the monitoring of <strong>cash flow<\/strong> during an ongoing accounting period. <strong>Controllers<\/strong> identify <strong>discrepancies<\/strong> between expected and actual <strong>incoming payments<\/strong> at an early stage via dashboards. Through <strong>drill-down functions<\/strong>, they can trace these deviations directly back to individual postings, customers, or accounting documents. As a result, the root cause of a change becomes visible during the period itself rather than only at month-end closing.<\/p><p>Compared to traditional BI solutions, there is no need for a separate data warehouse. This reduces data latency, avoids inconsistencies between operational and analytical data, and significantly shortens the analysis cycle.<\/p><p>At the same time, integration into the FIORI environment enables immediate follow-up actions based on analytical insights. End users can move directly from an analysis into relevant financial processes, such as <strong>dunning procedures or posting corrections<\/strong>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93b5728 elementor-widget elementor-widget-image\" data-id=\"93b5728\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Hauptbuch_EN.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"General-Ledger_EN\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTA4MDUxLCJ1cmwiOiJodHRwczpcL1wvd3d3LnBpa29uLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMDVcL0hhdXB0YnVjaF9FTi5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"479\" src=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Hauptbuch_EN-1024x479.png\" class=\"attachment-large size-large wp-image-108051\" alt=\"\" srcset=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Hauptbuch_EN-1024x479.png 1024w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Hauptbuch_EN-300x140.png 300w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Hauptbuch_EN-768x359.png 768w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Hauptbuch_EN-1536x718.png 1536w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Hauptbuch_EN-600x281.png 600w, https:\/\/www.pikon.com\/wp-content\/uploads\/2026\/05\/Hauptbuch_EN.png 1860w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Fig. 3: Overview General Ledger<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\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-6adfc41 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"6adfc41\" 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-fd3e871 elementor-widget elementor-widget-heading\" data-id=\"fd3e871\" 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-2ba8641 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"2ba8641\" 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-80d017e elementor-widget elementor-widget-text-editor\" data-id=\"80d017e\" 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>Embedded Analytics in <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">SAP S\/4HANA<\/span><\/span><\/strong> offers companies, particularly those <strong>without an existing reporting landscape<\/strong>, a <strong>direct<\/strong> and structured <strong>entry<\/strong> <strong>point<\/strong> into analytical reporting. Since analytical capabilities are already an integral part of the system, there is no need to initially build a separate BI architecture, eliminating concerns around data consistency. Based on the in-memory technology of <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">SAP HANA<\/span><\/span>, operational data can be analysed in real time without replication or additional persistence layers.<\/p><p>The delivered content and the VDM enable the rapid provision of consistent KPIs and reports, which can be extended specifically through enhancements to CDS views. As end users <strong>access<\/strong> <strong>these<\/strong> <strong>capabilities directly<\/strong> via FIORI apps or <strong>integrated analytical functions<\/strong>, there is also no need to install additional software, allowing users to work <strong>without switching systems<\/strong>.<\/p><p>Another advantage lies in the <strong>close proximity to operational data<\/strong>. Since no data replication is required, users always work with a consistent and up-to-date data foundation. This not only reduces reconciliation efforts between departments but also improves the quality of decision-making. Particularly for business users without deep BI expertise, this creates a low-threshold entry point into analytics and significantly strengthens self-service reporting capabilities.<\/p><p>Despite these advantages, actual adoption often remains below its full potential. Reasons include a lack of awareness, established tool landscapes, or the assumption that \u201creal\u201d analytics requires additional systems. Yet this is precisely where substantial efficiency potential exists, which can often be realised without additional licensing costs.<\/p><p>Overall, Embedded Analytics proves to be not merely a technical add-on within <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">SAP S\/4HANA<\/span><\/span>, but a strategic tool for <strong>faster, data-driven decision-making in operational business processes<\/strong>.<\/p><p>As an SAP consultancy, <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">PIKON <\/span><\/span>supports companies holistically in the field of Business Intelligence, from initial concept design through technical implementation to ongoing operations and support services. Our focus lies on SAP BI tools. We help our customers establish a sustainable reporting and planning architecture that covers both operational and strategic requirements.<\/p><p>In doing so, we consistently follow a 3-Point-Consulting approach that combines Information Technology, business management and people. The business perspective ensures a strong functional process view from the business departments and guarantees that reporting requirements are derived meaningfully from actual business needs. The technological perspective provides the stable and scalable system and data foundation required to operate modern analytics solutions efficiently. People, as the third dimension, are placed at the centre of the transformation: end users must not only be enabled but actively guided through the change process and empowered to work effectively with data and new tools.<\/p><p>This creates a BI landscape that not only functions technically but is also sustainably adopted and delivers genuine added value in day-to-day business operations.<\/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-e0e48ba e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"e0e48ba\" 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-c6b06da e-con-full e-ecs-flex e-flex e-con e-child\" data-id=\"c6b06da\" 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-2cf96c6 e-con-full e-ecs-flex e-flex e-con e-child\" data-id=\"2cf96c6\" 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-3b3e5c6 e-con-full e-ecs-flex e-flex e-con e-child\" data-id=\"3b3e5c6\" 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-960a530 no-table-of-content elementor-widget elementor-widget-heading\" data-id=\"960a530\" 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-859f27c elementor-widget elementor-widget-text-editor\" data-id=\"859f27c\" 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 further questions? Our experts will be happy to help.<br data-start=\"143\" data-end=\"146\" \/>Schedule a web meeting with us or simply leave your question in the comment 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-952e74b e-con-full e-ecs-flex e-flex e-con e-child\" data-id=\"952e74b\" 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-cf615a7 e-con-full e-ecs-flex e-flex e-con e-child\" data-id=\"cf615a7\" 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-d9070b3 elementor-widget__width-initial elementor-widget elementor-widget-pikon-author-box-widget\" data-id=\"d9070b3\" 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> 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ERP.<\/p>\n","protected":false},"author":110,"featured_media":108198,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[22],"tags":[739,75,175],"class_list":["post-108040","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-all-posts","tag-embedded-analytics-2","tag-reporting","tag-sap-s-4hana","no-featured-image-padding"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>3 Use Cases: Real-Time Reporting with S\/4HANA Embedded Analytics - PIKON SAP Consulting International<\/title>\n<meta name=\"description\" content=\"Many companies using S\/4HANA do not use embedded analytics, even though it is free of charge and offers enormous potential for operational reporting.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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