{"id":833,"date":"2022-11-27T11:48:52","date_gmt":"2022-11-27T11:48:52","guid":{"rendered":"http:\/\/emarticon.de.w0207d30.kasserver.com\/?page_id=833"},"modified":"2023-03-24T09:24:04","modified_gmt":"2023-03-24T09:24:04","slug":"supply-chain-optimierung","status":"publish","type":"page","link":"https:\/\/emarticon.de\/en\/interim-supply-chain-management\/supply-chain-optimierung\/","title":{"rendered":"Supply Chain Optimization"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:0px;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1456px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><div class=\"fusion-fa-align-left\"><i class=\"fb-icon-element-1 fb-icon-element fontawesome-icon fa-info fas circle-yes\" style=\"--awb-circlebordersize:1px;--awb-font-size:47.52px;--awb-width:95.04px;--awb-height:95.04px;--awb-line-height:93.04px;--awb-margin-right:27px;\"><\/i><\/div>\n<p><strong>As a provider of <\/strong><a href=\"https:\/\/emarticon.de\/en\/\"><strong>procurement &amp; supply chain consulting<\/strong><\/a><strong> we have found that digitizing the supply chain is the only way to achieve and maintain the necessary supply chain efficiency today. In particular, the use of artificial intelligence (AI) in the supply chain offers almost every company enormous competitive advantages. <\/strong><\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:var(--awb-color2);\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1456px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:var(--awb-typography2-line-height);\">Example mechanical engineering<\/h3><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2 fusion-text-no-margin\" style=\"--awb-margin-bottom:1.5em;\"><p class=\" translation-block\">Revealed by the Emarticon\u00ae Supply Management Survey 2022 more than <b>66% of the managing directors<\/b> in German mechanical engineering said parts availability is among the <b>top 3 business risks!<\/b> Across all industries, availability of goods and services was among the top 3 business risks for more than <b>50% of all managers<\/b>.<\/p>\n<\/div><style type='text\/css'>.reading-box-container-1 .element-bottomshadow:before,.reading-box-container-1 .element-bottomshadow:after{opacity:0.7;}<\/style><div class=\"fusion-reading-box-container reading-box-container-1\" style=\"--awb-title-color:var(--awb-color8);--awb-margin-top:0px;--awb-margin-bottom:20px;\"><div class=\"reading-box\" style=\"background-color:var(--awb-color2);border-width:1px;border-color:rgba(226,226,226,0);border-left-width:3px;border-left-color:var(--primary_color);border-style:solid;\"><div class=\"reading-box-additional\">\n<p class=\" translation-block\">Supply failures lead to a <b>loss of sales<\/b> or have to be prevented at <b>high costs<\/b>.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element awb-imageframe-style awb-imageframe-style-above awb-imageframe-style-1\" style=\"--awb-mask-url: url(https:\/\/emarticon.de\/wp-content\/plugins\/fusion-builder\/\/assets\/images\/masks\/mask-17.svg);--awb-mask-size: cover;--awb-caption-margin-top:.5em;--awb-caption-title-font-family:var(--awb-typography3-font-family);--awb-caption-title-font-weight:var(--awb-typography3-font-weight);--awb-caption-title-font-style:var(--awb-typography3-font-style);--awb-caption-title-size:var(--awb-typography3-font-size);--awb-caption-title-transform:var(--awb-typography3-text-transform);--awb-caption-title-line-height:var(--awb-typography3-line-height);--awb-caption-title-letter-spacing:var(--awb-typography3-letter-spacing);\"><div class=\"awb-imageframe-caption-container\"><div class=\"awb-imageframe-caption\"><div class=\"awb-imageframe-caption-title\">In mechanical engineering, parts availability is a top risk for production.<\/div><p class=\"awb-imageframe-caption-text\"> <\/p><\/div><\/div><span class=\"fusion-imageframe imageframe-none imageframe-1 hover-type-none has-mask\"><img decoding=\"async\" width=\"2560\" height=\"1593\" title=\"Robot assembly line in car factory\" src=\"https:\/\/emarticon.de\/wp-content\/uploads\/Maschbau-scaled.jpeg\" data-orig-src=\"http:\/\/emarticon.de\/wp-content\/uploads\/Maschbau-scaled.jpeg\" alt class=\"lazyload img-responsive wp-image-839\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%272560%27%20height%3D%271593%27%20viewBox%3D%270%200%202560%201593%27%3E%3Crect%20width%3D%272560%27%20height%3D%271593%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/emarticon.de\/wp-content\/uploads\/Maschbau-200x124.jpeg 200w, https:\/\/emarticon.de\/wp-content\/uploads\/Maschbau-400x249.jpeg 400w, https:\/\/emarticon.de\/wp-content\/uploads\/Maschbau-600x373.jpeg 600w, https:\/\/emarticon.de\/wp-content\/uploads\/Maschbau-800x498.jpeg 800w, https:\/\/emarticon.de\/wp-content\/uploads\/Maschbau-1200x747.jpeg 1200w, https:\/\/emarticon.de\/wp-content\/uploads\/Maschbau-scaled.jpeg 2560w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 800px\" \/><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-bottom:0px;--awb-margin-bottom:0px;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1456px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:var(--awb-typography2-line-height);\">Example e-commerce<\/h3><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element awb-imageframe-style awb-imageframe-style-above awb-imageframe-style-2\" style=\"--awb-mask-url: url(https:\/\/emarticon.de\/wp-content\/plugins\/fusion-builder\/\/assets\/images\/masks\/mask-17.svg);--awb-mask-size: cover;--awb-caption-margin-top:.5em;--awb-caption-title-font-family:var(--awb-typography3-font-family);--awb-caption-title-font-weight:var(--awb-typography3-font-weight);--awb-caption-title-font-style:var(--awb-typography3-font-style);--awb-caption-title-size:var(--awb-typography3-font-size);--awb-caption-title-transform:var(--awb-typography3-text-transform);--awb-caption-title-line-height:var(--awb-typography3-line-height);--awb-caption-title-letter-spacing:var(--awb-typography3-letter-spacing);\"><div class=\"awb-imageframe-caption-container\"><div class=\"awb-imageframe-caption\"><div class=\"awb-imageframe-caption-title\">Out-of-stock situations are a high risk in e-commerce. <\/div><p class=\"awb-imageframe-caption-text\"> <\/p><\/div><\/div><span class=\"fusion-imageframe imageframe-none imageframe-2 hover-type-none has-mask\"><img decoding=\"async\" width=\"2560\" height=\"1362\" title=\"Business people holding tablet and graph chart statics growing\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%272560%27%20height%3D%271362%27%20viewBox%3D%270%200%202560%201362%27%3E%3Crect%20width%3D%272560%27%20height%3D%271362%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"http:\/\/emarticon.de\/wp-content\/uploads\/AdobeStock_226768289.jpeg\" alt class=\"lazyload img-responsive wp-image-844\"\/><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-3\"><p>Our 2022 survey has also shown that in e-commerce over 20% of all sell-out cases, so-called &quot;out-of-stock situations&quot; (OOS), last for more than 3 days. According to studies, there is one in retail in Germany <strong>OOS rate of over 6%-8% in retail in Germany.<\/strong> That doesn&#039;t sound like much at first. However, it should be noted that approx. <b>50% customers then migrate to the competition<\/b> and not wait until the situation is resolved.<\/p>\n<\/div><style type='text\/css'>.reading-box-container-2 .element-bottomshadow:before,.reading-box-container-2 .element-bottomshadow:after{opacity:0.7;}<\/style><div class=\"fusion-reading-box-container reading-box-container-2\" style=\"--awb-title-color:var(--awb-color8);--awb-margin-top:0px;--awb-margin-bottom:20px;\"><div class=\"reading-box\" style=\"background-color:var(--awb-color2);border-width:1px;border-color:rgba(226,226,226,0);border-left-width:3px;border-left-color:var(--primary_color);border-style:solid;\"><div class=\"reading-box-additional\">\n<p>Over time, OOS therefore primarily creates <strong>long-term loss of sales.<\/strong><\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:0px;--awb-margin-bottom:0px;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1456px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-4\"><p class=\" translation-block\">Find out what opportunities the market offers. Avoid typical mistakes and use our tips to <b>eliminate your supply risks, increase your sales and reduce your costs with AI-based SCM. <\/b><\/p>\n<p>First of all, it is important to understand what possibilities exist in supply chain management (SCM) through AI for your company or your customers.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:var(--awb-color2);\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1456px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:46;line-height:var(--awb-typography1-line-height);\">The areas of work of artificial intelligence in the supply chain<\/h2><\/div><div class=\"fusion-text fusion-text-5\"><p>Essentially, the following three areas can be distinguished when using AI for supply chain management:<\/p>\n<ol>\n<li>Predictive Demand (incl. Predictive Maintenance)<\/li>\n<li>Supply Market Modeling (incl. Risk Analysis &amp; Risk Management)<\/li>\n<li>Stock Management \u2013 primarily through improved ordering decisions<\/li>\n<\/ol>\n<p>The basic approach is to use AI to uncover patterns that are undetected by classical approaches, such as simple moving averages, and that are therefore being untapped in decision making. Below you will find success factors for the overall approach, the selection of providers and methodology as well as for the implementation.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-6 fusion-flex-container has-pattern-background has-mask-background fusion-parallax-fixed nonhundred-percent-fullwidth non-hundred-percent-height-scrolling lazyload\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:0px;--awb-padding-bottom:0px;--awb-margin-bottom:3vh;--awb-background-image:linear-gradient(180deg, hsla(var(--awb-custom_color_1-h),var(--awb-custom_color_1-s),var(--awb-custom_color_1-l),calc(var(--awb-custom_color_1-a) - 50%)) 0%,hsla(var(--awb-custom_color_1-h),var(--awb-custom_color_1-s),var(--awb-custom_color_1-l),calc(var(--awb-custom_color_1-a) - 50%)) 100%);;--awb-background-size:cover;background-attachment:fixed;\" data-bg=\"http:\/\/emarticon.de\/wp-content\/uploads\/artificial-intelligence-concept-2021-12-09-15-29-50-utc@2160-800x533.jpg\" data-bg-gradient=\"linear-gradient(180deg, hsla(var(--awb-custom_color_1-h),var(--awb-custom_color_1-s),var(--awb-custom_color_1-l),calc(var(--awb-custom_color_1-a) - 50%)) 0%,hsla(var(--awb-custom_color_1-h),var(--awb-custom_color_1-s),var(--awb-custom_color_1-l),calc(var(--awb-custom_color_1-a) - 50%)) 100%)\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1456px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-9 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-section-separator section-separator slant fusion-section-separator-1\" style=\"--awb-spacer-height:50px;--awb-svg-margin-left:1.92%;--awb-svg-margin-right:1.92%;--awb-svg-margin-left-medium:1.92%;--awb-svg-margin-right-medium:1.92%;--awb-svg-margin-left-small:1.92%;--awb-svg-margin-right-small:1.92%;--awb-divider-height:50px;--awb-spacer-padding-top:inherit;--awb-sep-padding:0;--awb-svg-padding:0;--awb-margin-bottom:80px;\"><div class=\"fusion-section-separator-svg\"><svg class=\"fusion-slant-candy\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" width=\"100%\" height=\"100\" viewbox=\"0 0 100 100\" preserveaspectratio=\"none\" fill=\"rgba(255,255,255,1)\"><path d=\"M0 100 L0 0 L100 0 Z\"><\/path><\/svg><\/div><div class=\"fusion-section-separator-spacer\"><div class=\"fusion-section-separator-spacer-height\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-10 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><style type='text\/css'>.reading-box-container-3 .element-bottomshadow:before,.reading-box-container-3 .element-bottomshadow:after{opacity:0.7;}<\/style><div class=\"fusion-reading-box-container reading-box-container-3 fusion-animated\" style=\"--awb-title-color:var(--awb-color8);--awb-margin-top:0px;--awb-margin-bottom:20px;\" data-animationtype=\"fadeInDown\" data-animationduration=\"0.5\" data-animationoffset=\"top-into-view\"><div class=\"reading-box\" style=\"background-color:hsla(var(--awb-color1-h),var(--awb-color1-s),var(--awb-color1-l),calc(var(--awb-color1-a) - 5%));border-width:1px;border-color:rgba(226,226,226,0);border-left-width:3px;border-left-color:var(--primary_color);border-style:solid;\"><a class=\"button fusion-button button-default fusion-button-default-size button-default-size button-flat fusion-desktop-button fusion-tagline-button continue fusion-desktop-button-margin continue-right\" style=\"-webkit-box-shadow:none;-moz-box-shadow:none;box-shadow:none;border-radius:4px 4px 4px 4px\" href=\"https:\/\/emarticon.de\/en\/kontakt\/\" target=\"_self\"><span>Contact Me<\/span><\/a><h2>Do you want to use AI to your advantage?<\/h2><div class=\"reading-box-additional fusion-reading-box-additional\">\n<p>Contact Me. I would be happy to discuss your specific situation with me as part of a strategy meeting.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><a class=\"button fusion-button button-default fusion-button-default-size button-default-size button-flat fusion-mobile-button continue-right\" style=\"-webkit-box-shadow:none;-moz-box-shadow:none;box-shadow:none;border-radius:4px 4px 4px 4px\" href=\"https:\/\/emarticon.de\/en\/kontakt\/\" target=\"_self\"><span>Contact Me<\/span><\/a><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-11 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-section-separator section-separator slant fusion-section-separator-2\" style=\"--awb-spacer-height:5vh;--awb-svg-margin-left:1.92%;--awb-svg-margin-right:1.92%;--awb-svg-margin-left-medium:1.92%;--awb-svg-margin-right-medium:1.92%;--awb-svg-margin-left-small:1.92%;--awb-svg-margin-right-small:1.92%;--awb-divider-height:5vh;--awb-spacer-padding-top:inherit;--awb-sep-padding:0;--awb-svg-padding:0;--awb-svg-tag-margin-bottom:-3px;--awb-sep-svg-display:block;--awb-margin-top:8vh;\"><div class=\"fusion-section-separator-svg\"><svg class=\"fusion-slant-candy\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" width=\"100%\" height=\"100\" viewbox=\"0 0 100 100\" preserveaspectratio=\"none\" fill=\"rgba(255,255,255,1)\"><path d=\"M100 0 L0 100 L101 100 Z\"><\/path><\/svg><\/div><div class=\"fusion-section-separator-spacer\"><div class=\"fusion-section-separator-spacer-height\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-7 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-bottom:0px;--awb-background-color:var(--awb-color1);\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1456px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-12 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:46;line-height:var(--awb-typography1-line-height);\">Procedure for using AI in SCM solutions<\/h2><\/div><div class=\"fusion-text fusion-text-6\"><p>When building a supply chain that leverages AI, the key to success is doing the necessary steps in the right order.<\/p>\n<p class=\" translation-block\">First, start by defining the <strong>goal<\/strong>. Is it about improved planning of customer requirements? Is it about reducing risks in the procurement market? \u2013 to name just two possible goals.<\/p>\n<p class=\" translation-block\">The second step is to analyze and understand the quality and availability of required <strong>data<\/strong>. Only when these two steps have been completed is it worth thinking about the methodology and possible solution providers. In this third step, it is then important to understand to what extent the selection of the <strong>methodology<\/strong> has a direct influence on which solution providers come into question at all.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-13 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:var(--awb-typography2-line-height);\">Would you like to download our AI guide to success for free?<\/h3><\/div><div style=\"text-align:center;\"><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" target=\"_self\" href=\"https:\/\/emarticon.de\/en\/anmeldung-fuer-download-ki-4-0\/\"><span class=\"fusion-button-text\">Free registration: Guideline for success with AI<\/span><\/a><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-8 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:var(--awb-color1);\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1456px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-14 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.3;\">Methodology<\/h3><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-15 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element awb-imageframe-style awb-imageframe-style-above awb-imageframe-style-3\" style=\"--awb-mask-url: url(https:\/\/emarticon.de\/wp-content\/plugins\/fusion-builder\/\/assets\/images\/masks\/mask-17.svg);--awb-mask-size: cover;--awb-caption-margin-top:.5em;--awb-caption-title-font-family:var(--awb-typography3-font-family);--awb-caption-title-font-weight:var(--awb-typography3-font-weight);--awb-caption-title-font-style:var(--awb-typography3-font-style);--awb-caption-title-size:var(--awb-typography3-font-size);--awb-caption-title-transform:var(--awb-typography3-text-transform);--awb-caption-title-line-height:var(--awb-typography3-line-height);--awb-caption-title-letter-spacing:var(--awb-typography3-letter-spacing);\"><div class=\"awb-imageframe-caption-container\"><div class=\"awb-imageframe-caption\"><div class=\"awb-imageframe-caption-title\">Many companies are working on further digitizing procurement and supply chain. <\/div><\/div><\/div><span class=\"fusion-imageframe imageframe-none imageframe-3 hover-type-none has-mask\"><img decoding=\"async\" width=\"2560\" height=\"1581\" title=\"Wired brain illustration - next step to artificial intelligence\" src=\"https:\/\/emarticon.de\/wp-content\/uploads\/13-AI-based-Sourcing-scaled.jpeg\" data-orig-src=\"http:\/\/emarticon.de\/wp-content\/uploads\/13-AI-based-Sourcing-scaled.jpeg\" alt class=\"lazyload img-responsive wp-image-851\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%272560%27%20height%3D%271581%27%20viewBox%3D%270%200%202560%201581%27%3E%3Crect%20width%3D%272560%27%20height%3D%271581%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/emarticon.de\/wp-content\/uploads\/13-AI-based-Sourcing-200x124.jpeg 200w, https:\/\/emarticon.de\/wp-content\/uploads\/13-AI-based-Sourcing-400x247.jpeg 400w, https:\/\/emarticon.de\/wp-content\/uploads\/13-AI-based-Sourcing-600x371.jpeg 600w, https:\/\/emarticon.de\/wp-content\/uploads\/13-AI-based-Sourcing-800x494.jpeg 800w, https:\/\/emarticon.de\/wp-content\/uploads\/13-AI-based-Sourcing-1200x741.jpeg 1200w, https:\/\/emarticon.de\/wp-content\/uploads\/13-AI-based-Sourcing-scaled.jpeg 2560w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 800px\" \/><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-16 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:6px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-7 fusion-text-no-margin\" style=\"--awb-margin-bottom:0.5em;\"><p class=\" translation-block\">The core of every AI-based application in the supply chain is the <b>prediction methodology<\/b> - regardless of whether it is about demand or supply, i.e. fluctuations in demand or availability. The decision which methodology to choose is all the more difficult, the fewer technical boundaries there are. The question of the best method therefore arises in particular when using flexible plug-ins or proprietary solutions.<\/p>\n<p class=\" translation-block\">Many large ERP providers offer their own SCM solutions in which algorithms are either in a <b>black box<\/b> or at least the influence and especially advice on optimization is limited. On the other hand, developing and maintaining proprietary solutions is expensive.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-17 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-8\" style=\"--awb-margin-top:0,5;\"><p>In practice, it can be seen that there is no &quot;one-size-fits-all&quot; method: the choice of the appropriate solution, ie the prediction method, depends on the boundary conditions. Second, our experience shows that the use of AI does not always make sense. On the one hand, AI supports very good predictions. On the other hand, an understanding of the system is not necessarily encouraged or made difficult or even impossible for the user.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-18 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><style type='text\/css'>.reading-box-container-4 .element-bottomshadow:before,.reading-box-container-4 .element-bottomshadow:after{opacity:0.7;}<\/style><div class=\"fusion-reading-box-container reading-box-container-4\" style=\"--awb-title-color:var(--awb-color8);--awb-margin-top:0px;--awb-margin-bottom:20px;\"><div class=\"reading-box\" style=\"background-color:var(--awb-color2);border-width:1px;border-color:rgba(226,226,226,0);border-left-width:3px;border-left-color:var(--primary_color);border-style:solid;\"><div class=\"reading-box-additional\">\n<p><strong>It is important to understand where transparency is essential and where an AI black box approach is more efficient.<\/strong><\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-9 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:var(--awb-color2);\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1456px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-19 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:46;line-height:var(--awb-typography1-line-height);\">What is important when using AI-based SCM? Where are the pitfalls?<\/h2><\/div><div class=\"fusion-text fusion-text-9\"><p class=\" translation-block\"><span style=\"font-weight: 400\">Many companies have little experience in using AI-based supply chain solutions. It is therefore important to use experience and tips from a <strong>neutral<\/strong> side in order to avoid mistakes.<br><\/span><\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-20 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-8 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.3;\">Key Success Factors<\/h3><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-21 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-10\"><p class=\" translation-block\">On the one hand, the areas of application listed above show how great the possibilities are for gaining competitive advantages today through AI-based SCM. On the other hand, we at Emarticon also see in our project practice that a poorly developed basic strategy or incorrectly planned implementation projects are often not only disappointing, but can actually be counterproductive in individual cases. Processes then become less efficient and less transparent, and risks and costs increase. The reason for this is the complexity of the process to use AI as well as often the lack of transparency of the prediction methodology.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-22 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element awb-imageframe-style awb-imageframe-style-below awb-imageframe-style-4\" style=\"--awb-mask-url: url(https:\/\/emarticon.de\/wp-content\/plugins\/fusion-builder\/\/assets\/images\/masks\/mask-8.svg);--awb-mask-size: cover;--awb-caption-margin-top:.5em;--awb-caption-title-font-family:var(--awb-typography3-font-family);--awb-caption-title-font-weight:var(--awb-typography3-font-weight);--awb-caption-title-font-style:var(--awb-typography3-font-style);--awb-caption-title-size:var(--awb-typography3-font-size);--awb-caption-title-transform:var(--awb-typography3-text-transform);--awb-caption-title-line-height:var(--awb-typography3-line-height);--awb-caption-title-letter-spacing:var(--awb-typography3-letter-spacing);\"><span class=\"fusion-imageframe imageframe-none imageframe-4 hover-type-none has-mask\"><img decoding=\"async\" width=\"2560\" height=\"1652\" title=\"3D illustration robot eye\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%272560%27%20height%3D%271652%27%20viewBox%3D%270%200%202560%201652%27%3E%3Crect%20width%3D%272560%27%20height%3D%271652%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"http:\/\/emarticon.de\/wp-content\/uploads\/AdobeStock_244949545.jpeg\" alt class=\"lazyload img-responsive wp-image-857\"\/><\/span><div class=\"awb-imageframe-caption-container\"><div class=\"awb-imageframe-caption\"><div class=\"awb-imageframe-caption-title\">AI includes both: competitive advantages and risks...<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-23 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><style type='text\/css'>.reading-box-container-5 .element-bottomshadow:before,.reading-box-container-5 .element-bottomshadow:after{opacity:0.7;}<\/style><div class=\"fusion-reading-box-container reading-box-container-5\" style=\"--awb-title-color:var(--awb-color8);--awb-margin-top:0px;--awb-margin-bottom:0px;\"><div class=\"reading-box\" style=\"background-color:var(--awb-color1);border-width:1px;border-color:rgba(226,226,226,0);border-left-width:3px;border-left-color:var(--primary_color);border-style:solid;\"><div class=\"reading-box-additional\">\n<p><span style=\"font-weight: 400;\">From our consulting practice, we know typical mistakes when introducing AI in the supply chain.<\/span><\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-10 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1456px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-24 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-9 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:var(--awb-typography2-line-height);\">Our Tips<\/h3><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-25 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><ul style=\"--awb-line-height:30.6px;--awb-icon-width:30.6px;--awb-icon-height:30.6px;--awb-icon-margin:12.6px;--awb-content-margin:43.2px;--awb-circlecolor:var(--awb-color5);--awb-circle-yes-font-size:15.84px;\" class=\"fusion-checklist fusion-checklist-1 fusion-checklist-default type-icons\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">1. Take enough time to understand the market and the possibilities of AI-based software.<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">2. Ensure a good alignment of the AI project with the overall company strategy. In this way, the benefit can be clearly demonstrated, and in many cases even the return on investment of the project can be estimated.<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">3. Choose \u201cthe right problem\u201d, ie the most suitable use case for AI for your company.<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">4. Achieve agreement regarding the boundary conditions and the approach with all stakeholders in advance.<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">5. Make sure that both your business processes and your data quality are good enough to successfully use AI in supply chain and procurement. Follow the motto: \"Think processes through to the end!\"<\/div><\/li><\/ul><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-26 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><ul style=\"--awb-line-height:30.6px;--awb-icon-width:30.6px;--awb-icon-height:30.6px;--awb-icon-margin:12.6px;--awb-content-margin:43.2px;--awb-circlecolor:var(--awb-color5);--awb-circle-yes-font-size:15.84px;\" class=\"fusion-checklist fusion-checklist-2 fusion-checklist-default type-icons\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">6. Not only ensure sufficient data quality, but also the corresponding data availability, if possible in real time. When data is not available in real-time, the speed of obtaining data of sufficient quality must be closely synchronized with software and decision points in the process.<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">7. Don&#039;t underestimate the hurdles of using legacy systems and the corresponding migration costs.<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">8. Aim for quick results in several small steps rather than one big step with a huge change that takes too long to come.<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">9. As a general rule, assume that the system will change significantly over time. This includes not only changing goals, but also constantly new data sources and processing algorithms in a learning system.<\/div><\/li><\/ul><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-11 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:var(--awb-color2);\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1456px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-27 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-10 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.3;\">In which steps does the implementation succeed in practice?<\/h3><\/div><div class=\"fusion-text fusion-text-11\"><p><strong>As the previous sections show: Every company has its own special situation. Nevertheless, regardless of the situation, clearly defined steps lead to the goal of achieving efficient AI-based supply chain management.<br \/>\n<\/strong><\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-28 fusion_builder_column_2_3 2_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:66.6666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.88%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.88%;--awb-width-medium:66.6666666667%;--awb-order-medium:0;--awb-spacing-right-medium:2.88%;--awb-spacing-left-medium:2.88%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-12\"><p>The following steps are particularly important:<\/p>\n<ol>\n<li>Ensure a good <b>understanding of strengths and weaknesses<\/b> within the current supply chain management<\/li>\n<li class=\" translation-block\">Choose the <b>appropriate SCM problem<\/b> to be solved by AI, ie the problem where AI will deliver significantly better results than before given the quality and availability of data<\/li>\n<li class=\" translation-block\">Work out the <b>business case<\/b> for corresponding investment decisions early on<\/li>\n<li>Find suitable software manufacturers and IT development partners for implementation projects<\/li>\n<li class=\" translation-block\"><b>Negotiate<\/b> future-proof project contracts to implement the AI strategy<\/li>\n<li class=\" translation-block\">Develop a first draft for the <b>prediction methodology<\/b>, detailed enough to start with while at the same time with sufficient potential for further development and changes<\/li>\n<li class=\" translation-block\">Work out <b>necessary process changes<\/b> and customize \/ adapt the solution together with all stakeholders<\/li>\n<li class=\" translation-block\">Quickly <b>demonstrate the performance<\/b> through a well-managed implementation project.<\/li>\n<\/ol>\n<\/div><div style=\"text-align:center;\"><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-2 fusion-button-default-span fusion-button-default-type\" style=\"--button_margin-top:2em;\" target=\"_self\" href=\"https:\/\/emarticon.de\/en\/anmeldung-fuer-download-ki-4-0\/\"><span class=\"fusion-button-text\">More info<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-29 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.3333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.3333333333%;--awb-order-medium:0;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element awb-imageframe-style awb-imageframe-style-below awb-imageframe-style-5\" style=\"--awb-mask-url: url(https:\/\/emarticon.de\/wp-content\/plugins\/fusion-builder\/\/assets\/images\/masks\/mask-17.svg);--awb-caption-margin-top:.5em;--awb-caption-title-font-family:var(--awb-typography3-font-family);--awb-caption-title-font-weight:var(--awb-typography3-font-weight);--awb-caption-title-font-style:var(--awb-typography3-font-style);--awb-caption-title-size:var(--awb-typography3-font-size);--awb-caption-title-transform:var(--awb-typography3-text-transform);--awb-caption-title-line-height:var(--awb-typography3-line-height);--awb-caption-title-letter-spacing:var(--awb-typography3-letter-spacing);\"><span class=\"fusion-imageframe imageframe-none imageframe-5 hover-type-none has-mask\"><img decoding=\"async\" width=\"1920\" height=\"2560\" title=\"IMG_7683\" src=\"https:\/\/emarticon.de\/wp-content\/uploads\/IMG_7683-scaled.jpeg\" data-orig-src=\"http:\/\/emarticon.de\/wp-content\/uploads\/IMG_7683-scaled.jpeg\" alt class=\"lazyload img-responsive wp-image-863\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271920%27%20height%3D%272560%27%20viewBox%3D%270%200%201920%202560%27%3E%3Crect%20width%3D%271920%27%20height%3D%272560%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/emarticon.de\/wp-content\/uploads\/IMG_7683-200x267.jpeg 200w, https:\/\/emarticon.de\/wp-content\/uploads\/IMG_7683-400x533.jpeg 400w, https:\/\/emarticon.de\/wp-content\/uploads\/IMG_7683-600x800.jpeg 600w, https:\/\/emarticon.de\/wp-content\/uploads\/IMG_7683-800x1067.jpeg 800w, https:\/\/emarticon.de\/wp-content\/uploads\/IMG_7683-1200x1600.jpeg 1200w, https:\/\/emarticon.de\/wp-content\/uploads\/IMG_7683-scaled.jpeg 1920w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 600px\" \/><\/span><div class=\"awb-imageframe-caption-container\"><div class=\"awb-imageframe-caption\"><div class=\"awb-imageframe-caption-title\">Clemens Rinnebach, expert for AI-based sourcing &amp; supply chain management <\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-30 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><style type='text\/css'>.reading-box-container-6 .element-bottomshadow:before,.reading-box-container-6 .element-bottomshadow:after{opacity:0.7;}<\/style><div class=\"fusion-reading-box-container reading-box-container-6\" style=\"--awb-title-color:var(--awb-color8);--awb-margin-top:0px;--awb-margin-bottom:20px;\"><div class=\"reading-box\" style=\"background-color:var(--awb-color2);border-width:1px;border-color:rgba(226,226,226,0);border-left-width:3px;border-left-color:var(--primary_color);border-style:solid;\"><div class=\"reading-box-additional\">\n<p>It is important that these steps receive the right guidance and benefit from experience from comparable projects.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-12 fusion-flex-container has-pattern-background has-mask-background fusion-parallax-fixed nonhundred-percent-fullwidth non-hundred-percent-height-scrolling lazyload\" 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0%,hsla(var(--awb-custom_color_1-h),var(--awb-custom_color_1-s),var(--awb-custom_color_1-l),calc(var(--awb-custom_color_1-a) - 50%)) 100%)\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1456px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-31 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-section-separator section-separator slant fusion-section-separator-3\" style=\"--awb-spacer-height:50px;--awb-svg-margin-left:1.92%;--awb-svg-margin-right:1.92%;--awb-svg-margin-left-medium:1.92%;--awb-svg-margin-right-medium:1.92%;--awb-svg-margin-left-small:1.92%;--awb-svg-margin-right-small:1.92%;--awb-divider-height:50px;--awb-spacer-padding-top:inherit;--awb-sep-padding:0;--awb-svg-padding:0;--awb-margin-bottom:80px;\"><div class=\"fusion-section-separator-svg\"><svg class=\"fusion-slant-candy\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" width=\"100%\" height=\"100\" viewbox=\"0 0 100 100\" preserveaspectratio=\"none\" fill=\"rgba(255,255,255,1)\"><path d=\"M0 100 L0 0 L100 0 Z\"><\/path><\/svg><\/div><div class=\"fusion-section-separator-spacer\"><div class=\"fusion-section-separator-spacer-height\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-32 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><style type='text\/css'>.reading-box-container-7 .element-bottomshadow:before,.reading-box-container-7 .element-bottomshadow:after{opacity:0.7;}<\/style><div class=\"fusion-reading-box-container reading-box-container-7 fusion-animated\" style=\"--awb-title-color:var(--awb-color8);--awb-margin-top:0px;--awb-margin-bottom:20px;\" data-animationtype=\"fadeInDown\" data-animationduration=\"0.5\" data-animationoffset=\"top-into-view\"><div class=\"reading-box\" 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I would be happy to discuss your specific situation with me as part of a strategy meeting.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><a class=\"button fusion-button button-default fusion-button-default-size button-default-size button-flat fusion-mobile-button continue-right\" style=\"-webkit-box-shadow:none;-moz-box-shadow:none;box-shadow:none;border-radius:4px 4px 4px 4px\" href=\"https:\/\/emarticon.de\/en\/kontakt\/\" target=\"_self\"><span>Contact Me<\/span><\/a><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-33 fusion_builder_column_1_1 1_1 fusion-flex-column\" 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class=\"fusion-section-separator-spacer-height\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/p>","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":835,"parent":786,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"100-width.php","meta":{"footnotes":""},"class_list":["post-833","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.2.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Supply-Chain Optimierung | Emarticon<\/title>\n<meta name=\"description\" content=\"K\u00fcnstliche Intelligenz (KI) in der Supply-Chain nutzen \u00bb Predictive Maintenance \u2713 Stock Management \u2713 Supply Market Modelling \u2713 Beratung anfordern!\" \/>\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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