{"id":94719,"date":"2023-02-15T12:00:00","date_gmt":"2023-02-15T11:00:00","guid":{"rendered":"https:\/\/industry-science.com\/?post_type=article&#038;p=94719"},"modified":"2024-09-25T13:57:21","modified_gmt":"2024-09-25T11:57:21","slug":"use-of-artificial-intelligence-in-procurement","status":"publish","type":"article","link":"https:\/\/industry-science.com\/en\/articles\/use-of-artificial-intelligence-in-procurement\/","title":{"rendered":"Use of Artificial Intelligence in Procurement"},"content":{"rendered":"<hr>\n<div class=\"gito-pub-content-bibliography\">\n<h2>Bibliography <\/h2>\n[1] McKinsey Global Institute (2018): Notes from the frontier: Modeling impact of AI on the world economy, URL: www.mckinsey.de\/~\/ media\/mckinsey\/locations\/europe%20and%20middle%20east\/ deutschland\/news\/presse\/2018\/2018-09-05%20-%20 mgi%20ai-studie%20dampfmaschine\/mgi-studie_notes_from_ the_frontier_2018.pdf, Abrufdatum 20.12.2022.<br \/>\n[2] Gartner.de (2020): Zwei Megatrends dominieren den Hype Cylce f\u00fcr k\u00fcnstliche Intelligenz 2020, URL: www.gartner.de\/de\/artikel\/2-megatrends-dominieren-den-hype-cycle-von-gartner-fuer-kuenstliche-intelligenz-2020, Abrufdatum 20.12.2022.<br \/>\n[3] Deloitte (2022): The AI opportunity in sourcing and procurement: Opportunities in the market today, URL: www2.deloitte.com\/content\/ dam\/Deloitte\/ca\/Documents\/ deloitte-analytics\/ca-en-omniaai-supplychain-pov-aoda.pdf, Abrufdatum 20.12.2022.<br \/>\n[4] Kleemann, F. C.; Glas, A. H.: Einkauf 4.0: Digitale Transformation in der Beschaffung. Wiesbaden 2020.<br \/>\n[5] Jacobi, C.; Groher, E.: Beschaffung 4.0. In: Schr\u00f6der, M.; Wegner, K. (Hrsg): Logistik im Wandel der Zeit \u2013 Von der Produktionssteuerung zu vernetzten Supply Chains. Wiesbaden 2019.<br \/>\n[6] M\u00f6ller, J.; Bogaschewsky, R.: Digitale Trends und ihre Auswirkungen auf die Nachhaltigkeitsperformance in der Beschaffung. In Nachhaltiges Beschaffungsmanagement. Wiesbaden 2019.<br \/>\n[7] Kleemann, F. C.; Glas, A. H.: Einkauf 4.0: Digitale Transformation in der Beschaffung. Wiesbaden 2020.<br \/>\n[8] Meyer, L. (2022): Anwendungspotenziale von k\u00fcnstlicher Intelligenz in der strategischen Beschaffung der Lebensmittelbranche, Beitrag zur 17. Internationalen Konferenz der Wirtschaftsinformatik, URL: www.researchgate.net\/profile\/ Lisa_Meyer12\/publication\/358798745_Anwendungspotenziale_von_kunstlicher_Intelligenz_in_der_strategischen_Beschaffung_der_Lebensmittelbranche_-_Eine_Literaturanalyse\/ links\/62160b43791f4437f157d823\/ Anwendungspotenziale-von-kuenstlicher-Intelligenz-in-der-strategischen-Beschaffung-der-Lebensmittelbranche-Eine-Literaturanalyse.pdf, Abrufdatum 20.12.2022.<br \/>\n[9] Torres Berru, Y.; L\u00f3pez Batista, V. F.; Torres-Carri\u00f3n, P.; Jimenez, M. G.: Artificial Intelligence techniques to detect and prevent corruption in procurement: a systematic literature review. In: International Conference on Applied Technologies (pp. 254-268). Cham 2019.<br \/>\n[10] Feldmann, C.; Krakau, J.: Robotic Process Automation (RPA) in der Logistik \u2212 Vorgehensmodell und Erfolgsfaktoren f\u00fcr die Implementierung), weitere Automatisierungs- oder Autonomisierungstechnologien. Industrie 4.0 Management 38 (2022) 3, S. 35-40.<br \/>\n[11] Szabo, N. (1994): Smart Contracts, URL: https:\/\/www.fon.hum.uva.nl\/ rob\/Courses\/InformationInSpeech\/CDROM\/Literature\/LOTwinterschool2006\/szabo.best.vwh.net\/ smart.contracts.html, Abrufdatum 20.12.2022.<br \/>\n[12] Schnelle, J.; Kersten, W.: Informationsaustausch in der maritimen Lieferkette &#8211; Untersuchung von Potenzialen und Anforderungen f\u00fcr den Einsatz der Blockchain in der maritimen K\u00fchlkette. Industrie 4.0 Management 38 (2022) 6, S. 29-32.<br \/>\n[13] Dujak, D.; Sajter, D.: Blockchain Applications in Supply Chain, In: A. Kawa und A. Maryniak, (Hrsg.): EcoProduction, SMART Supply Network. Cham 2019.<br \/>\n[14] Fraunhofer-Gesellschaft zur F\u00f6rderung der angewandten Forschung e.V. (2019): Chancen und Herausforderungen von DLT (Blockchain) in Mobilit\u00e4t und Logistik, URL: https:\/\/www.bmvi.de\/SharedDocs\/ DE\/Anlage\/DG\/blockchain-gutachten.pdf?__blob=publicationFile, Abrufdatum 22.12.2022.<br \/>\n[15] Pondy, L.: Organizational Conflict: Concepts and Models. Administrative Science Quarterly 12 (1967) 2, S. 296-320.<br \/>\n[16] Eisenhardt, K. M.: Agency Theory: An Assessment and Review. The Academy of Management Review 14 (1989) 1, S. 57-74.<br \/>\n[17] Glas, A. H.: Public Performance-based Contracting: Ergebnisorientierte Beschaffung und leistungsabh\u00e4ngige Preise. Wiesbaden 2012.<br \/>\n[18] Durach, C.F.; Kembro, J.; Wieland, A.: A new paradigm for systematic literature reviews in supply chain management. J. Supply Chain Manag. 53 (2017) 4, S. 67\u201385.<br \/>\n[19] Puppe, F.: K\u00fcnstliche Intelligenz. \u00dcberblick und gesellschaftlicher Ausblick. In: Beck, S.; Kusche, C.; Valerius, B. (Hrsg): Digitalisierung, Automatisierung, KI und Recht (2020), S. 121-132.<br \/>\n[20] Mainzer, K.: K\u00fcnstliche Intelligenz \u2013 wann \u00fcbernehmen die Maschinen? Wien 2016.<br \/>\n[21] Trautmann, L.; Lasch, R.: Blockchain-based Smart Contracts in Procurement\/A Technology Readiness Level Analysis. In: Einkauf und Supply Chain Management. Wiesbaden 2021.<\/div>\n<div id=\"download-section\" class=\"gito-pub-download-section\" style=\"text-align:center;margin:20px;\">\n<h2>Your downloads<\/h2>\n<p><button style=\"font-size:14px;margin-right:15px;\" class=\"button gito-pub-cpt-download-button\" data-postid=\"94719\" data-userid =\"0\" data-filename=\"IM-01-2023_Glas.pdf\"><span style=\"margin-top:5px !important;\" class=\"dashicons dashicons-download\"><\/span>&nbsp;&nbsp;PDF<\/button><\/div>\n<div class=\"gito-pub-tags-social-share\" style=\"display:flex;justify-content:space-between;\"><div>Tags: <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/artificial-intelligence-en\/\">Artificial intelligence<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/artificial-intelligence\/\">artificial intelligence<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/beschaffung\/\">Beschaffung<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/contract\/\">contract<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/contract-design\/\">contract design<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/kuenstliche-intelligenz-en\/\">K\u00fcnstliche Intelligenz<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/kuenstliche-intelligenz\/\">K\u00fcnstliche Intelligenz<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/procurement\/\">procurement<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/procurement-en\/\">Procurement<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/smart\/\">smart<\/a><\/span> <\/div><div><div class=\"social-icons share-icons share-row relative\" ><a href=\"whatsapp:\/\/send?text=Use%20of%20Artificial%20Intelligence%20in%20Procurement - https:\/\/industry-science.com\/en\/articles\/use-of-artificial-intelligence-in-procurement\/\" data-action=\"share\/whatsapp\/share\" class=\"icon button circle is-outline tooltip whatsapp show-for-medium\" title=\"Share on WhatsApp\" aria-label=\"Share on WhatsApp\"><i class=\"icon-whatsapp\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/www.facebook.com\/sharer.php?u=https:\/\/industry-science.com\/en\/articles\/use-of-artificial-intelligence-in-procurement\/\" data-label=\"Facebook\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip facebook\" title=\"Share on Facebook\" aria-label=\"Share on Facebook\" rel=\"noopener nofollow\"><i class=\"icon-facebook\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/x.com\/share?url=https:\/\/industry-science.com\/en\/articles\/use-of-artificial-intelligence-in-procurement\/\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip x\" title=\"Share on X\" aria-label=\"Share on X\" rel=\"noopener nofollow\"><i class=\"icon-x\" aria-hidden=\"true\"><\/i><\/a><a href=\"mailto:?subject=Use%20of%20Artificial%20Intelligence%20in%20Procurement&body=Check%20this%20out%3A%20https%3A%2F%2Findustry-science.com%2Fen%2Farticles%2Fuse-of-artificial-intelligence-in-procurement%2F\" class=\"icon button circle is-outline tooltip email\" title=\"Email to a Friend\" aria-label=\"Email to a Friend\" rel=\"nofollow\"><i class=\"icon-envelop\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&url=https:\/\/industry-science.com\/en\/articles\/use-of-artificial-intelligence-in-procurement\/&title=Use%20of%20Artificial%20Intelligence%20in%20Procurement\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip linkedin\" title=\"Share on LinkedIn\" aria-label=\"Share on LinkedIn\" rel=\"noopener nofollow\"><i class=\"icon-linkedin\" aria-hidden=\"true\"><\/i><\/a><\/div><\/div><\/div><hr style=\"margin-top:0px;\">\n","protected":false},"excerpt":{"rendered":"<p>Procurement has the task to supply an organization with required but not self-produced goods. The goods vs. payment exchange with suppliers is laid down in contracts. \u201cElectronic contracts&#8221; or \u201cSmart Contracts\u201d represent the logic digitally and thus enhance transparency. This can still evolve. In the future, improved algorithms and artificial intelligence will not only be able to administer contracts, but also to design them. This article presents the status quo of &#8220;Smart Contracting&#8221;, places it in the &#8220;Legal Tech&#8221; topic and shows how artificial intelligence could be used in procurement.<\/p>\n","protected":false},"featured_media":95654,"menu_order":0,"template":"","categories":[79167,4713,79168,79298],"tags":[79477,4723,4720,4726,4727,80025,4721,4724,79476,4725],"product_cat":[],"topic":[],"technology":[67790],"knowhow":[],"industry":[],"writer":[82828,83573,81388],"content-type":[],"potential":[],"solution":[],"glossary":[],"class_list":{"0":"post-94719","1":"article","2":"type-article","3":"status-publish","4":"has-post-thumbnail","6":"category-design-en","7":"category-translate","8":"category-translate-en","9":"category-typeset","10":"tag-artificial-intelligence-en","11":"tag-artificial-intelligence","12":"tag-beschaffung","13":"tag-contract","14":"tag-contract-design","15":"tag-kuenstliche-intelligenz-en","16":"tag-kuenstliche-intelligenz","17":"tag-procurement","18":"tag-procurement-en","19":"tag-smart","20":"technology-artificial-intelligence","21":"writer-andreas-h-glas-en","22":"writer-kuebra-ates-en","23":"writer-michael-essig-en","24":"product","25":"first","26":"instock","27":"downloadable","28":"virtual","29":"sold-individually","30":"taxable","31":"purchasable","32":"product-type-article"},"uagb_featured_image_src":{"full":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788.jpg",1400,788,false],"thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-150x150.jpg",150,150,true],"medium":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-666x375.jpg",666,375,true],"medium_large":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-768x432.jpg",768,432,true],"large":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-1024x576.jpg",1020,574,true],"front-page-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-1032x320.jpg",1032,320,true],"post-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-764x376.jpg",764,376,true],"post-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-392x320.jpg",392,320,true],"post-teaser-mobile":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-608x496.jpg",608,496,true],"post-custom-size":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-640x325.jpg",640,325,true],"whitepaper-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-274x376.jpg",274,376,true],"card-big":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-514x292.jpg",514,292,true],"card-portrait":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-320x440.jpg",320,440,true],"card-big-company":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-514x289.jpg",514,289,true],"gp-listing":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-196x180.jpg",196,180,true],"1536x1536":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788.jpg",1400,788,false],"2048x2048":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788.jpg",1400,788,false],"woocommerce_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-510x510.jpg",510,510,true],"woocommerce_single":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-510x287.jpg",510,287,true],"woocommerce_gallery_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-100x100.jpg",100,100,true],"dgwt-wcas-product-suggestion":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/IM-01-2023_Glas-1400x788-64x36.jpg",64,36,true]},"uagb_author_info":{"display_name":"Florian Goldmann","author_link":"https:\/\/industry-science.com\/en\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"Procurement has the task to supply an organization with required but not self-produced goods. The goods vs. payment exchange with suppliers is laid down in contracts. \u201cElectronic contracts\" or \u201cSmart Contracts\u201d represent the logic digitally and thus enhance transparency. This can still evolve. In the future, improved algorithms and artificial intelligence will not only be&hellip;","_links":{"self":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article\/94719","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article"}],"about":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/types\/article"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media\/95654"}],"wp:attachment":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media?parent=94719"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/categories?post=94719"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/tags?post=94719"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/product_cat?post=94719"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/topic?post=94719"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/technology?post=94719"},{"taxonomy":"knowhow","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/knowhow?post=94719"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/industry?post=94719"},{"taxonomy":"writer","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/writer?post=94719"},{"taxonomy":"content-type","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/content-type?post=94719"},{"taxonomy":"potential","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/potential?post=94719"},{"taxonomy":"solution","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/solution?post=94719"},{"taxonomy":"glossary","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/glossary?post=94719"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}