{"id":451,"date":"2022-12-15T14:31:54","date_gmt":"2022-12-15T14:31:54","guid":{"rendered":"https:\/\/nasaff.com\/?page_id=451"},"modified":"2023-01-02T18:32:03","modified_gmt":"2023-01-02T18:32:03","slug":"leverage-data-to-perform-demand-forecasting","status":"publish","type":"page","link":"https:\/\/nasaff.com\/en\/leverage-data-to-perform-demand-forecasting","title":{"rendered":"Use data to perform demand forecasting"},"content":{"rendered":"<p>Bei der Nachfrageprognose im Einzelhandel geht es darum, eine Sch\u00e4tzung der k\u00fcnftigen Kundennachfrage zu entwickeln.<\/p>\n\n\n\n<p>Dazu geh\u00f6rt die Analyse zahlreicher interner und externer Variablen, die sich auf die Nachfrage auswirken &#8211; von der Saisonalit\u00e4t \u00fcber Werbeaktionen und Lagerbest\u00e4nde bis hin zu Markttrends.<\/p>\n\n\n\n<p>The goals consist of:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Improve forecast accuracy and satisfy customers with lower but reasonable inventory levels<\/li>\n\n\n\n<li>Plan future demand in advance and avoid longer delivery times or supply bottlenecks<\/li>\n<\/ul>\n\n\n\n<p>The demand forecast enables demand estimates in <strong>Real-time<\/strong> with <strong>low effort <\/strong>and <strong>High accuracy<\/strong>.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The storage costs for products are reduced<\/li>\n\n\n\n<li>Sales margins are automatically maximized<\/li>\n\n\n\n<li>Supply chain processes become more efficient and better able to respond to unexpected fluctuations in demand.<\/li>\n<\/ul>\n\n\n\n<p>Digital, AI-powered demand forecasting can reduce errors in the supply chain by <strong>30 - 50 %.<\/strong> The improved accuracy leads to a reduction in lost sales due to out-of-stocks by up to <strong>65 %<\/strong> and inventory costs are reduced by <strong>10 - 40 %.<\/strong> gesenkt.<\/p>","protected":false},"excerpt":{"rendered":"<p>Bei der Nachfrageprognose im Einzelhandel geht es darum, eine Sch\u00e4tzung der k\u00fcnftigen Kundennachfrage zu entwickeln. Dazu geh\u00f6rt die Analyse zahlreicher interner und externer Variablen, die sich auf die Nachfrage auswirken &#8211; von der Saisonalit\u00e4t \u00fcber Werbeaktionen und Lagerbest\u00e4nde bis hin zu Markttrends. Die Ziele bestehen aus: Die Bedarfsprognose erm\u00f6glicht Bedarfssch\u00e4tzungen in Echtzeit mit geringem Aufwand und hoher Genauigkeit. Digitale, KI-gest\u00fctzte Bedarfsprognosen k\u00f6nnen Fehler in der Lieferkette um 30 bis 50 % reduzieren. Die verbesserte Genauigkeit f\u00fchrt zu einer Verringerung der Umsatzeinbu\u00dfen aufgrund von Fehlbest\u00e4nden um bis zu 65 % und die Bestandskosten werden um 10 bis 40 % gesenkt.<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"class_list":["post-451","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/nasaff.com\/en\/wp-json\/wp\/v2\/pages\/451","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nasaff.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/nasaff.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/nasaff.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nasaff.com\/en\/wp-json\/wp\/v2\/comments?post=451"}],"version-history":[{"count":3,"href":"https:\/\/nasaff.com\/en\/wp-json\/wp\/v2\/pages\/451\/revisions"}],"predecessor-version":[{"id":529,"href":"https:\/\/nasaff.com\/en\/wp-json\/wp\/v2\/pages\/451\/revisions\/529"}],"wp:attachment":[{"href":"https:\/\/nasaff.com\/en\/wp-json\/wp\/v2\/media?parent=451"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}