{"id":18767,"date":"2024-07-22T10:03:40","date_gmt":"2024-07-22T08:03:40","guid":{"rendered":"https:\/\/eyeonplanning.com\/blog\/statistical-models-in-demand-planning-copy\/"},"modified":"2024-08-06T16:11:28","modified_gmt":"2024-08-06T14:11:28","slug":"supply-chain-digital-transformation","status":"publish","type":"post","link":"https:\/\/eyeonplanning.com\/blog\/supply-chain-digital-transformation\/","title":{"rendered":"The role of advanced planning systems in your supply chain digital transformation"},"content":{"rendered":"<p><em>By <a href=\"mailto:bart.paridaen@eyeon.nl\">Bart Paridaen<\/a><\/em><\/p>\n<p><span data-contrast=\"auto\">When it comes to strengthening supply chains for resilience, supply chain leaders often turn to technology. It&#8217;s a sensible move, as the right system can help shift from manual, short-tern actions to long-term solutions and accelerate your supply chain digital transformation.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Advanced Planning Systems (APS) are at the core of modern planning organizations. For that reason, we see many supply chain leaders invest in the capabilities of their APS \u2013 by either replacing or expanding their set-up \u2013 to accelerate their supply chain digital transformation.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">In this blog, we will provide some background by introducing what APS systems are, how they fit into the broader digital planning landscape, and what the key functions of an APS system are.<br \/>\n<\/span><\/p>\n<h3><span class=\"TextRun SCXW151521210 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW151521210 BCX8\">What are advanced planning systems?<\/span><\/span><\/h3>\n<p><span data-contrast=\"auto\">APS systems are decision support tools for planning that use computer-based optimization. APS systems can take into account a wide range of material and capacity constraints, resulting in optimal or near-optimal plans and schedules. And provide an aggregated view of a supply chain, visualizing constraints, stock development, and multi-level alerts.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">They can handle higher levels of complexity (i.e., multi-echelon supply network, high number of decoupling points, dual sourcing options, etc.) and support integrated planning decision making and scenario simulation.<\/span><\/p>\n<h3><span class=\"TextRun SCXW218123608 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW218123608 BCX8\">The position of APS in your tooling landscape<\/span><\/span><\/h3>\n<p><span data-contrast=\"auto\">Digital landscapes are evolving into multi-layered ecosystems, with different solutions all playing their part. ERP solutions are the fundament. Advanced Planning Systems are at the core &#8211; and leading vendors are offering an expanding set of capabilities within the broader planning domain.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">At the same time, we see that the integration of innovative techniques, such as machine learning-based forecasting, into traditional APS systems is not happening at the same pace or depth as for systems of innovation. As such, innovative systems have earned their place in enriching the capabilities of traditional APS solutions. Companies therefore need to make trade-offs in their digital IT strategy on where to position capabilities within their digital ecosystem.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-18769\" src=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/APS-blog-1-300x199.png\" alt=\"The position of APS in your digital supply chain transformation\" width=\"730\" height=\"484\" srcset=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/APS-blog-1-300x199.png 300w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/APS-blog-1-768x510.png 768w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/APS-blog-1.png 774w\" sizes=\"auto, (max-width: 730px) 100vw, 730px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><span class=\"TextRun SCXW91482802 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW91482802 BCX8\">As noted above, ERP and APS systems <\/span><span class=\"NormalTextRun SCXW91482802 BCX8\">maintain<\/span> <span class=\"NormalTextRun SCXW91482802 BCX8\">different positions<\/span><span class=\"NormalTextRun SCXW91482802 BCX8\"> in the digital ecosystem. This is <\/span><span class=\"NormalTextRun SCXW91482802 BCX8\">because there are clear differences in the scope, <\/span><span class=\"NormalTextRun SCXW91482802 BCX8\">purpose, and core capabilities of ERP systems <\/span><span class=\"NormalTextRun SCXW91482802 BCX8\">(systems of record) vs. APS systems (see figure b<\/span><span class=\"NormalTextRun SCXW91482802 BCX8\">elow<\/span><span class=\"NormalTextRun SCXW91482802 BCX8\">). The key differentiator is that ERP systems are <\/span><span class=\"NormalTextRun SCXW91482802 BCX8\">designed to support short-term planning and more <\/span><span class=\"NormalTextRun SCXW91482802 BCX8\">dominantly execution, while APS systems support <\/span><span class=\"NormalTextRun SCXW91482802 BCX8\">supply chain planning for the long-term, <\/span><span class=\"NormalTextRun SCXW91482802 BCX8\">tactical<\/span><span class=\"NormalTextRun SCXW91482802 BCX8\"> and <\/span><span class=\"NormalTextRun SCXW91482802 BCX8\">operational planning horizon.<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-18770\" src=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/APS-blog-2-300x152.png\" alt=\"ERP vs. APS in digital supply chain transformation\" width=\"762\" height=\"386\" srcset=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/APS-blog-2-300x152.png 300w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/APS-blog-2-768x390.png 768w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/APS-blog-2.png 780w\" sizes=\"auto, (max-width: 762px) 100vw, 762px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"TextRun SCXW219377682 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW219377682 BCX8\">The key functions of an APS system<\/span><span class=\"NormalTextRun SCXW219377682 BCX8\"> in your supply chain digital transformation<\/span><\/span><span class=\"EOP SCXW219377682 BCX8\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">APS systems enable organizations to achieve higher levels of planning maturity. The key functions of APS systems can be differentiated into 4 different levels:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">1. Supply chain network visibility<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:720,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279,&quot;335559991&quot;:360}\">\u00a0<\/span><\/p>\n<p><span class=\"TextRun SCXW152683049 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW152683049 BCX8\">APS systems provide a connected platform with <\/span><span class=\"NormalTextRun SCXW152683049 BCX8\">visibility across the supply chain network. <span class=\"NormalTextRun SCXW181074070 BCX8\">The connectivity and multi-level integration of the plan \u2013 with clear visibility <\/span><span class=\"NormalTextRun SCXW181074070 BCX8\">of the upstream and downstream impact of planning decisions<\/span><span class=\"NormalTextRun SCXW181074070 BCX8\"> \u2013 overcomes silo planning and enables instant impact analysis.<\/span><\/span><span class=\"NormalTextRun SCXW152683049 BCX8\">\u00a0In addition, <\/span><span class=\"NormalTextRun SCXW152683049 BCX8\">the (near) real-time integration of underlying <\/span><span class=\"NormalTextRun SCXW152683049 BCX8\">transactional and operational execution information <\/span><span class=\"NormalTextRun SCXW152683049 BCX8\">enables greater plan accuracy and reduced data <\/span><span class=\"NormalTextRun SCXW152683049 BCX8\">latency to improve decision cycle time.<\/span><\/span><span class=\"EOP SCXW152683049 BCX8\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><strong>2. Planning core<\/strong><\/p>\n<p><span data-contrast=\"auto\">APS systems are designed to support well-standardized and structured planning processes. As such, they force companies to decompose the planning process into clear execution cycles, standardized logic, and well-defined calculation methods. Done well, this goes a long way toward making the planning process more efficient and effective.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Another key competency is the ability to support exception-based planning, or what we call smart automation. This means that the system guides the planner to interact where it adds value &#8211; through an alert-driven workflow or even by recommending plan updates.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span class=\"TextRun SCXW37617845 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW37617845 BCX8\"><strong><span class=\"TextRun SCXW26971786 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW26971786 BCX8\">3. Optimization capability<\/span><\/span><\/strong><br \/>\n<\/span><\/span><\/p>\n<p><span data-contrast=\"auto\">With continuous improvements in computing power, advanced calculation methods and technologies (such as ML and AI), APS systems have evolved more and more into automation and optimization engines. Ranging from more function-specific optimization capabilities such as MEIO (multi-echelon inventory optimization) to full network multi-constraint supply planning solvers.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">These capabilities enable (semi-)automated planning outcomes that make trade-offs between various constraining factors such as machine capacity, manpower, material availability, and the associated financial implications.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">4. Integral simulation &amp; decision-making<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:720,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279,&quot;335559991&quot;:360}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">To support integrated business planning, companies spend considerable amounts of time building different planning scenarios and comparing end-to-end plans at the KPI level. APS systems (to varying degrees) enable planners to create, modify, and compare different planning scenarios in a standardized and time-efficient manner. In addition, the integrated analytical capabilities provide a critical source of information to support the planning decision cycle. Companies with a higher level of cross-functional integration maturity are also able to use their APS system for integrated business planning, bridging the gap between supply chain, finance and commercial, and making the translation from volume to financially driven decisions.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-18771\" src=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/APS-blog-3-300x141.png\" alt=\"How to establish integral simulation and decision-making in your digital supply chain transformation\" width=\"728\" height=\"342\" srcset=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/APS-blog-3-300x141.png 300w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/APS-blog-3.png 640w\" sizes=\"auto, (max-width: 728px) 100vw, 728px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"NormalTextRun SCXW194357461 BCX8\">Ready to <\/span><span class=\"NormalTextRun SCXW194357461 BCX8\">accelerate your supply chain digital transformation with<\/span> <span class=\"NormalTextRun SCXW194357461 BCX8\">your next Advanced Planning System implementation?<\/span><\/h3>\n<p><span data-contrast=\"none\">Our extensive implementation experience has led to the creation of <a href=\"https:\/\/eyeonplanning.com\/aps-implementation\/\">a proven framework<\/a> that will help you become an APS champion and realize sustainable value.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Our guide is your essential ingredient for APS success, helping you discover:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">The essential role of APS in your supply chain digital transformation\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">The position of APS in your tooling landscape\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">The 5 key phases of a successful APS implementation<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">A proven checklist for each phase to get started immediately<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">In this guide, we provide an end-to-end APS digital transformation framework and best-practice experiences to help you increase your chances of success and realize sustainable value. <a href=\"https:\/\/eyeonplanning.com\/aps-implementation\/\">Get your copy here.<\/a><\/span><\/p>\n<p><a href=\"https:\/\/eyeonplanning.com\/aps-implementation\/\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-18774 aligncenter\" src=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/With-support-from-EyeOn-we-built-a-tool-that-automatically-alerts-us-when-our-master-data-values-deviate-significantly-from-actual-performance-facilitating-a-data-driven-review-and-update-of-mast-300x113.png\" alt=\"\" width=\"908\" height=\"342\" srcset=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/With-support-from-EyeOn-we-built-a-tool-that-automatically-alerts-us-when-our-master-data-values-deviate-significantly-from-actual-performance-facilitating-a-data-driven-review-and-update-of-mast-300x113.png 300w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/With-support-from-EyeOn-we-built-a-tool-that-automatically-alerts-us-when-our-master-data-values-deviate-significantly-from-actual-performance-facilitating-a-data-driven-review-and-update-of-mast-1024x384.png 1024w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/With-support-from-EyeOn-we-built-a-tool-that-automatically-alerts-us-when-our-master-data-values-deviate-significantly-from-actual-performance-facilitating-a-data-driven-review-and-update-of-mast-768x288.png 768w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/With-support-from-EyeOn-we-built-a-tool-that-automatically-alerts-us-when-our-master-data-values-deviate-significantly-from-actual-performance-facilitating-a-data-driven-review-and-update-of-mast-1536x576.png 1536w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2024\/07\/With-support-from-EyeOn-we-built-a-tool-that-automatically-alerts-us-when-our-master-data-values-deviate-significantly-from-actual-performance-facilitating-a-data-driven-review-and-update-of-mast.png 1600w\" sizes=\"auto, (max-width: 908px) 100vw, 908px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Discover why many supply chain leaders invest in the capabilities of their APS to accelerate their supply chain digital transformation.<\/p>\n","protected":false},"author":19,"featured_media":18436,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[237,14],"tags":[235,89,236],"class_list":["post-18767","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-advanced-planning-systems","category-news","tag-advanced-planning-systems","tag-e2e","tag-end-to-end-supply-chain"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>EyeOn<\/title>\n<meta name=\"description\" content=\"Discover why many supply chain leaders invest in the capabilities of their APS to accelerate their supply chain digital transformation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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