{"id":30685,"date":"2025-09-05T16:04:19","date_gmt":"2025-09-05T16:04:19","guid":{"rendered":"https:\/\/darksn.de\/?p=30685"},"modified":"2025-09-05T16:04:19","modified_gmt":"2025-09-05T16:04:19","slug":"starbucks-uses-ai-for-inventory-counting","status":"publish","type":"post","link":"https:\/\/darksn.de\/de\/starbucks-uses-ai-for-inventory-counting\/","title":{"rendered":"Starbucks setzt KI f\u00fcr Lagerz\u00e4hlung ein"},"content":{"rendered":"<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-medium wp-image-30686\" src=\"https:\/\/darksn.de\/wp-content\/uploads\/2025\/09\/1c832d1b-20ca-4c86-9c60-5bb7a5a1b79a-300x200.jpg\" alt=\"\" width=\"300\" height=\"200\" srcset=\"https:\/\/darksn.de\/wp-content\/uploads\/2025\/09\/1c832d1b-20ca-4c86-9c60-5bb7a5a1b79a-300x200.jpg 300w, https:\/\/darksn.de\/wp-content\/uploads\/2025\/09\/1c832d1b-20ca-4c86-9c60-5bb7a5a1b79a-768x512.jpg 768w, https:\/\/darksn.de\/wp-content\/uploads\/2025\/09\/1c832d1b-20ca-4c86-9c60-5bb7a5a1b79a-18x12.jpg 18w, https:\/\/darksn.de\/wp-content\/uploads\/2025\/09\/1c832d1b-20ca-4c86-9c60-5bb7a5a1b79a.jpg 800w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p data-start=\"132\" data-end=\"497\"><strong data-start=\"132\" data-end=\"187\">Starbucks leverages AI to revolutionize stocktaking<\/strong><br data-start=\"187\" data-end=\"190\" \/>Starbucks has introduced an AI-powered inventory system that is already in use across more than 11,000 stores in the U.S. and Canada, with plans to roll it out worldwide. The aim of this initiative is to replace time-consuming and error-prone manual inventory checks with an intelligent, automated system.<\/p>\n<p data-start=\"499\" data-end=\"792\">Employees use tablets to scan shelves in both sales areas and storage rooms. Using computer vision and augmented reality technologies, the AI automatically detects which products are located where and in what quantity. The collected data is synchronized with the central system in real time.<\/p>\n<h3 data-start=\"794\" data-end=\"824\">Technological Background<\/h3>\n<ul data-start=\"825\" data-end=\"1160\">\n<li data-start=\"825\" data-end=\"955\">\n<p data-start=\"827\" data-end=\"955\">The software is based on machine learning algorithms trained to recognize thousands of product packages from different angles.<\/p>\n<\/li>\n<li data-start=\"956\" data-end=\"1030\">\n<p data-start=\"958\" data-end=\"1030\">The system was developed with the support of the company <strong data-start=\"1015\" data-end=\"1027\">Nomad Go<\/strong>.<\/p>\n<\/li>\n<li data-start=\"1031\" data-end=\"1160\">\n<p data-start=\"1033\" data-end=\"1160\">Additionally, 3D spatial recognition and environmental sensors are used to better analyze product placement and availability.<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"1162\" data-end=\"1176\">Vorteile<\/h3>\n<ul data-start=\"1177\" data-end=\"1565\">\n<li data-start=\"1177\" data-end=\"1275\">\n<p data-start=\"1179\" data-end=\"1275\"><strong data-start=\"1179\" data-end=\"1195\">Time savings<\/strong>: What previously took several hours per week can now be completed in minutes.<\/p>\n<\/li>\n<li data-start=\"1276\" data-end=\"1353\">\n<p data-start=\"1278\" data-end=\"1353\"><strong data-start=\"1278\" data-end=\"1297\">Higher accuracy<\/strong>: Reduces human error, minimizing stock discrepancies.<\/p>\n<\/li>\n<li data-start=\"1354\" data-end=\"1444\">\n<p data-start=\"1356\" data-end=\"1444\"><strong data-start=\"1356\" data-end=\"1379\">Improved restocking<\/strong>: Stores can reorder more precisely and based on actual demand.<\/p>\n<\/li>\n<li data-start=\"1445\" data-end=\"1565\">\n<p data-start=\"1447\" data-end=\"1565\"><strong data-start=\"1447\" data-end=\"1474\">Out-of-stock prevention<\/strong>: Ensures availability of popular products, such as plant-based milk or specialty syrups.<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"1567\" data-end=\"1588\">Long-Term Goals<\/h3>\n<p data-start=\"1589\" data-end=\"1873\">Starbucks sees this development as part of a broader digitalization strategy, in which the role of employees will increasingly focus on customer service and creating positive experiences. Tasks that do not require direct human interaction will be supported\u2014or fully automated\u2014by AI.<\/p>","protected":false},"excerpt":{"rendered":"<p>&nbsp; Starbucks nutzt KI zur Revolutionierung der Bestandsaufnahme\nStarbucks hat ein KI-gest\u00fctztes Inventarsystem eingef\u00fchrt, das aktuell in \u00fcber 11.000 Filialen in den USA und Kanada eingesetzt wird \u2013 mit der Absicht, dieses weltweit auszuweiten. Ziel dieser Initiative ist es, die aufwendige und fehleranf\u00e4llige manuelle Lagerz\u00e4hlung durch ein intelligentes, automatisiertes System zu ersetzen.\nMitarbeitende scannen mit Tablets die Regale in Verkaufsr\u00e4umen und Lagerbereichen. Dabei erkennt die KI mittels Computer Vision und Augmented Reality-Technologien automatisch, welche Produkte sich wo befinden und in welcher St\u00fcckzahl. Die gewonnenen Daten werden in Echtzeit mit dem Zentralsystem synchronisiert.\nTechnologischer Hintergrund:\nVerwendete Software basiert auf Machine-Learning-Algorithmen, die trainiert wurden, Tausende von Produktverpackungen aus verschiedenen Blickwinkeln zu erkennen.\nDas System wurde mit Unterst\u00fctzung des Unternehmens Nomad Go entwickelt.\nZus\u00e4tzlich werden 3D-Raumerkennung und Umweltsensorik eingesetzt, um die Platzierung und Verf\u00fcgbarkeit von Produkten besser zu analysieren.\nVorteile:\nZeitersparnis: Was fr\u00fcher mehrere Stunden pro Woche ben\u00f6tigte, kann nun innerhalb von Minuten erledigt werden.\nH\u00f6here Genauigkeit: Reduktion menschlicher Fehler und damit geringere Diskrepanzen im Warenbestand.\nBessere Nachbestellung: Filialen k\u00f6nnen anhand der automatisch erfassten Daten gezielter und bedarfsorientierter nachbestellen.\nVermeidung von Out-of-Stock-Situationen, z.\u202fB. bei beliebten Produkten wie pflanzlicher Milch oder speziellen Sirups.\nLangfristige Ziele:\nStarbucks sieht diese Entwicklung als Teil einer gr\u00f6\u00dferen Digitalisierungsstrategie, bei der die Rolle der Mitarbeitenden sich zunehmend auf Kundenservice und Erlebnisorientierung verlagert. Aufgaben, die keine direkte menschliche Interaktion erfordern, sollen durch KI unterst\u00fctzt oder vollst\u00e4ndig automatisiert werden.<\/p>","protected":false},"author":1,"featured_media":30686,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[1089,1096,1088,1094,1090,1095,1097,1091,1092,1087,1093],"coauthors":[35],"class_list":["post-30685","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software-engineering-web-design","tag-ai-inventory-management","tag-ai-powered-stocktaking","tag-artificial-intelligence-in-retail","tag-augmented-reality-in-retail","tag-computer-vision-in-retail","tag-digital-transformation-in-retail","tag-nomad-go-ai","tag-retail-automation","tag-smart-inventory-systems","tag-starbucks-ai","tag-starbucks-technology"],"_links":{"self":[{"href":"https:\/\/darksn.de\/de\/wp-json\/wp\/v2\/posts\/30685","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/darksn.de\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/darksn.de\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/darksn.de\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/darksn.de\/de\/wp-json\/wp\/v2\/comments?post=30685"}],"version-history":[{"count":1,"href":"https:\/\/darksn.de\/de\/wp-json\/wp\/v2\/posts\/30685\/revisions"}],"predecessor-version":[{"id":30687,"href":"https:\/\/darksn.de\/de\/wp-json\/wp\/v2\/posts\/30685\/revisions\/30687"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/darksn.de\/de\/wp-json\/wp\/v2\/media\/30686"}],"wp:attachment":[{"href":"https:\/\/darksn.de\/de\/wp-json\/wp\/v2\/media?parent=30685"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/darksn.de\/de\/wp-json\/wp\/v2\/categories?post=30685"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/darksn.de\/de\/wp-json\/wp\/v2\/tags?post=30685"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/darksn.de\/de\/wp-json\/wp\/v2\/coauthors?post=30685"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}