{"id":5367,"date":"2026-04-30T15:00:41","date_gmt":"2026-04-30T15:00:41","guid":{"rendered":"https:\/\/quinaptis.com\/blog\/?p=5367"},"modified":"2026-06-04T11:18:56","modified_gmt":"2026-06-04T11:18:56","slug":"4-ways-data-improves-supply-chain-performance","status":"publish","type":"post","link":"https:\/\/quinaptis.com\/blog\/4-ways-data-improves-supply-chain-performance\/","title":{"rendered":"4 Ways Data Improves Supply Chain Performance"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5367\" class=\"elementor elementor-5367\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3507416 e-flex e-con-boxed e-con e-parent\" data-id=\"3507416\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b1a472e elementor-widget elementor-widget-heading\" data-id=\"b1a472e\" 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\">Your supply chain already produces the answers \u2014 are you using them?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-416d417 elementor-widget elementor-widget-text-editor\" data-id=\"416d417\" 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>Every supply chain runs on processes. And <strong>how well those processes perform directly affects cost, service levels, and working capital<\/strong>. The challenge? Many organisations still manage supply chains based on <strong>assumptions, static reports, or gut feel<\/strong>, rather than on how processes <em>actually<\/em> run.<\/p><p>The good news: <strong>you already have the data<\/strong>. Every transaction in your ERP, warehouse, and transport systems leaves a digital footprint. When used correctly, that data reveals where delays, inefficiencies, and unnecessary costs really come from.<\/p><p>This article shows <strong>four practical ways<\/strong> your existing data can improve supply chain performance \u2014 without reinventing your system landscape. <a href=\"https:\/\/quinaptis-my.sharepoint.com\/personal\/gert_van_den_bergh_quinaptis_com\/_layouts\/15\/Doc.aspx?sourcedoc=%7BA042CCAB-2058-44B8-8732-77DFF8B912EC%7D&amp;file=4%20Ways%20Your%20Data%20Can%20Improve%20Your%20Supply%20Chain%20Processes%20v1.0.docx&amp;action=default&amp;mobileredirect=true\">\u00a0<\/a><\/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-180afa9 elementor-widget elementor-widget-heading\" data-id=\"180afa9\" 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\">It all starts with your operational data<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1659fdd elementor-widget elementor-widget-text-editor\" data-id=\"1659fdd\" 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>Every goods receipt, warehouse task, freight order, or sales delivery is more than a transaction. It is <strong>evidence of how your supply chain truly operates<\/strong>.<\/p><p>Traditional BI tools and dashboards help you monitor KPIs, but they mostly answer <em>what<\/em> happened \u2014 not <em>why<\/em>. They provide <strong>static snapshots<\/strong>, not a full view of:<\/p><ul><li>how processes flow end to end<\/li><li>where variants and exceptions occur<\/li><li>which steps cause delays or extra cost<\/li><\/ul><p>Leading organisations are moving from <strong>monitoring outcomes<\/strong> to <strong>understanding processes<\/strong>. By letting data reconstruct the actual process flow, you gain a factual baseline for improvement instead of relying on assumptions. <a href=\"https:\/\/quinaptis-my.sharepoint.com\/personal\/gert_van_den_bergh_quinaptis_com\/_layouts\/15\/Doc.aspx?sourcedoc=%7BA042CCAB-2058-44B8-8732-77DFF8B912EC%7D&amp;file=4%20Ways%20Your%20Data%20Can%20Improve%20Your%20Supply%20Chain%20Processes%20v1.0.docx&amp;action=default&amp;mobileredirect=true\">\u00a0<\/a><\/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-f7ec69c elementor-widget elementor-widget-heading\" data-id=\"f7ec69c\" 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\">From reports to process intelligence<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d24728 elementor-widget elementor-widget-text-editor\" data-id=\"1d24728\" 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>When data is used to <strong>rebuild real process flows<\/strong>, the result is a precise, evidence\u2011based view of your operations across time, cost, and variation.<\/p><p>This approach \u2014 often referred to as <strong>process mining<\/strong> \u2014 makes it possible to:<\/p><ul><li>see <strong>every process variant<\/strong>, not just the \u201chappy path\u201d<\/li><li>identify <strong>bottlenecks and rework loops<\/strong><\/li><li>trace problems back to <strong>specific root causes<\/strong><\/li><\/ul><p>Once this foundation is in place, the question becomes where to apply it first. Below are <strong>four supply chain domains<\/strong> where data-driven process intelligence delivers clear impact. <a href=\"https:\/\/quinaptis-my.sharepoint.com\/personal\/gert_van_den_bergh_quinaptis_com\/_layouts\/15\/Doc.aspx?sourcedoc=%7BA042CCAB-2058-44B8-8732-77DFF8B912EC%7D&amp;file=4%20Ways%20Your%20Data%20Can%20Improve%20Your%20Supply%20Chain%20Processes%20v1.0.docx&amp;action=default&amp;mobileredirect=true\">\u00a0<\/a><\/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-a845c90 elementor-widget elementor-widget-image\" data-id=\"a845c90\" 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\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"562\" src=\"https:\/\/quinaptis.com\/blog\/wp-content\/uploads\/2026\/04\/01-celonis-process-graph-2244276673-1024x719.jpg\" class=\"attachment-large size-large wp-image-5365\" alt=\"\" srcset=\"https:\/\/quinaptis.com\/blog\/wp-content\/uploads\/2026\/04\/01-celonis-process-graph-2244276673-1024x719.jpg 1024w, https:\/\/quinaptis.com\/blog\/wp-content\/uploads\/2026\/04\/01-celonis-process-graph-2244276673-300x211.jpg 300w, https:\/\/quinaptis.com\/blog\/wp-content\/uploads\/2026\/04\/01-celonis-process-graph-2244276673-768x540.jpg 768w, https:\/\/quinaptis.com\/blog\/wp-content\/uploads\/2026\/04\/01-celonis-process-graph-2244276673.jpg 1042w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a44545 elementor-widget elementor-widget-text-editor\" data-id=\"2a44545\" 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<h3>1. Inventory &amp; procurement: from buffers to root causes<\/h3><p>Inventory sits at the crossroads of procurement, production, and fulfilment. Poor decisions here immediately affect <strong>working capital and service levels<\/strong>.<\/p><p>Your <a href=\"https:\/\/quinaptis.com\/supply-chain-execution.html\">SAP Materials Management<\/a> data already contains what you need:<\/p><ul><li>purchase orders and goods receipts<\/li><li>stock movements and lead times<\/li><li>supplier performance history<\/li><\/ul><p>By analysing this data at process level, you can <strong>reconstruct the full procurement cycle<\/strong> \u2014 from requisition to receipt \u2014 and see exactly where delays or exceptions inflate lead times.<\/p><p>Instead of compensating with higher safety stock, you can:<\/p><ul><li>fix the root causes of slow procurement<\/li><li>reduce buffers without increasing risk<\/li><li>base reorder logic on actual demand and variability<\/li><\/ul><p>The result is <strong>better availability with less inventory<\/strong>, driven by facts rather than assumptions. <a href=\"https:\/\/quinaptis-my.sharepoint.com\/personal\/gert_van_den_bergh_quinaptis_com\/_layouts\/15\/Doc.aspx?sourcedoc=%7BA042CCAB-2058-44B8-8732-77DFF8B912EC%7D&amp;file=4%20Ways%20Your%20Data%20Can%20Improve%20Your%20Supply%20Chain%20Processes%20v1.0.docx&amp;action=default&amp;mobileredirect=true\">\u00a0<\/a><\/p><h3>2. Order fulfilment: turning OTIF into a controllable metric<\/h3><p>From the customer\u2019s perspective, fulfilment success comes down to one thing: <strong>On-Time In-Full (OTIF)<\/strong>.<\/p><p><a href=\"https:\/\/quinaptis.com\/supply-chain-execution.html\">SAP Sales and Distribution<\/a> data captures every step of the order-to-delivery flow, including:<\/p><ul><li>order creation and confirmation<\/li><li>delivery and goods issue<\/li><li>billing<\/li><\/ul><p>When this data is analysed as a process, it becomes clear <strong>where OTIF failures originate<\/strong>:<\/p><ul><li>order processing delays<\/li><li>warehouse execution issues<\/li><li>handover problems with carriers<\/li><\/ul><p>Instead of treating OTIF as a single KPI, you gain <strong>actionable insight<\/strong> into which steps need attention. This makes it easier to improve delivery reliability, reduce disputes, and protect customer satisfaction \u2014 especially in high\u2011expectation logistics environments. <a href=\"https:\/\/quinaptis-my.sharepoint.com\/personal\/gert_van_den_bergh_quinaptis_com\/_layouts\/15\/Doc.aspx?sourcedoc=%7BA042CCAB-2058-44B8-8732-77DFF8B912EC%7D&amp;file=4%20Ways%20Your%20Data%20Can%20Improve%20Your%20Supply%20Chain%20Processes%20v1.0.docx&amp;action=default&amp;mobileredirect=true\">\u00a0<\/a><\/p><h3>3. Warehouse operations: turning EWM data into real-time decisions<\/h3><p>The warehouse is where plans meet reality \u2014 and where data can have <strong>immediate operational impact<\/strong>.<\/p><p><a href=\"https:\/\/quinaptis.com\/supply-chain-execution.html\">SAP Extended Warehouse Management<\/a> continuously generates data on:<\/p><ul><li>picking and task execution<\/li><li>exception handling<\/li><li>labour activities and yard movements<\/li><\/ul><p>When this data is used only for reporting, much of its value is lost. When analysed at process level, it enables you to:<\/p><ul><li>identify inefficient pick paths<\/li><li>understand why exceptions occur<\/li><li>trace delays back to configuration, data, or workforce planning issues<\/li><\/ul><p>This level of insight goes far beyond traditional dashboards. It supports <strong>day\u2011to\u2011day decision-making<\/strong>, improves execution quality, and helps warehouses operate with greater predictability and accuracy. <a href=\"https:\/\/quinaptis-my.sharepoint.com\/personal\/gert_van_den_bergh_quinaptis_com\/_layouts\/15\/Doc.aspx?sourcedoc=%7BA042CCAB-2058-44B8-8732-77DFF8B912EC%7D&amp;file=4%20Ways%20Your%20Data%20Can%20Improve%20Your%20Supply%20Chain%20Processes%20v1.0.docx&amp;action=default&amp;mobileredirect=true\">\u00a0<\/a><\/p><h3>4. Transportation management: making logistics performance visible<\/h3><p>Transportation is often one of the <strong>largest cost components<\/strong> in the supply chain. Small improvements can have a significant financial impact.<\/p><p><a href=\"https:\/\/quinaptis.com\/blog\/sap-transportation-management\/\">SAP Transportation Management<\/a> data supports:<\/p><ul><li>freight planning and carrier selection<\/li><li>route optimisation<\/li><li>delivery performance tracking<\/li><\/ul><p>Modern TM analytics make it possible to see the <strong>real-time impact of planning decisions<\/strong>, rather than evaluating results after the fact. This helps planners balance cost, service, and sustainability more effectively.<\/p><p>In addition, logistics data is increasingly used to:<\/p><ul><li>monitor emissions per shipment<\/li><li>support regulatory reporting<\/li><li>turn compliance data into optimisation insight<\/li><\/ul><p>Transportation data is no longer just operational \u2014 it is strategic. <a href=\"https:\/\/quinaptis-my.sharepoint.com\/personal\/gert_van_den_bergh_quinaptis_com\/_layouts\/15\/Doc.aspx?sourcedoc=%7BA042CCAB-2058-44B8-8732-77DFF8B912EC%7D&amp;file=4%20Ways%20Your%20Data%20Can%20Improve%20Your%20Supply%20Chain%20Processes%20v1.0.docx&amp;action=default&amp;mobileredirect=true\">\u00a0<\/a><\/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-cba7e1e elementor-widget elementor-widget-image\" data-id=\"cba7e1e\" 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\t\t\t<img decoding=\"async\" width=\"800\" height=\"485\" src=\"https:\/\/quinaptis.com\/blog\/wp-content\/uploads\/2026\/04\/TM-dashboard.jpg\" class=\"attachment-large size-large wp-image-5363\" alt=\"\" srcset=\"https:\/\/quinaptis.com\/blog\/wp-content\/uploads\/2026\/04\/TM-dashboard.jpg 900w, https:\/\/quinaptis.com\/blog\/wp-content\/uploads\/2026\/04\/TM-dashboard-300x182.jpg 300w, https:\/\/quinaptis.com\/blog\/wp-content\/uploads\/2026\/04\/TM-dashboard-768x466.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce9c5f4 elementor-widget elementor-widget-heading\" data-id=\"ce9c5f4\" 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 this means in practice<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1970db5 elementor-widget elementor-widget-text-editor\" data-id=\"1970db5\" 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>Across inventory, fulfilment, warehousing, and transportation, the approach is consistent:<\/p><ol><li><strong>Use your existing data<\/strong> to reconstruct how processes actually run<\/li><li><strong>Identify bottlenecks and unwanted variants<\/strong><\/li><li><strong>Understand the root causes<\/strong>, not just the symptoms<\/li><li><strong>Apply targeted improvements<\/strong> in process design, configuration, or planning logic<\/li><\/ol><p>What has changed recently is <strong>how fast and how deeply<\/strong> these steps can be executed within modern SAP landscapes. Data-driven supply chain improvement is no longer a future ambition \u2014 it is available now for organisations ready to use their data effectively. <a href=\"https:\/\/quinaptis-my.sharepoint.com\/personal\/gert_van_den_bergh_quinaptis_com\/_layouts\/15\/Doc.aspx?sourcedoc=%7BA042CCAB-2058-44B8-8732-77DFF8B912EC%7D&amp;file=4%20Ways%20Your%20Data%20Can%20Improve%20Your%20Supply%20Chain%20Processes%20v1.0.docx&amp;action=default&amp;mobileredirect=true\">\u00a0<\/a><\/p><p><strong>Want to see what your own supply chain data is really telling you?<\/strong><br \/><a href=\"https:\/\/quinaptis.com\/contact-us.html\">Get in touch<\/a> to explore how data-driven process intelligence can help improve efficiency, reliability, and control across your SAP supply chain.<\/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\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Your supply chain already produces the answers \u2014 are you using them? Every supply chain runs on processes. And how well those processes perform directly affects cost, service levels, and working capital. The challenge? Many organisations still manage supply chains based on assumptions, static reports, or gut feel, rather than on how processes actually run. [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":5383,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[51,5,43,7,44,41,40],"tags":[8,613,60,9,10,615,57,13],"class_list":["post-5367","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-process-mining","category-ewm","category-sap-mm","category-sap-s-4hana","category-sap-sd","category-sap-tm","category-supply-chain","tag-ewm","tag-mm","tag-process-mining","tag-s-4hana","tag-sap","tag-sd","tag-supply-chain","tag-tm"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>4 Ways Data Improves Supply Chain Performance - Quinaptis<\/title>\n<meta name=\"description\" content=\"Unlock the full value of your SAP data\u2014four ways to boost inventory, fulfilment, warehousing, and transportation performance.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/quinaptis.com\/blog\/4-ways-data-improves-supply-chain-performance\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"4 Ways Data Improves Supply Chain Performance - 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