{"id":135170,"date":"2023-11-23T13:55:00","date_gmt":"2023-11-23T12:55:00","guid":{"rendered":"http:\/\/e3mag.com\/?p=135170"},"modified":"2023-11-23T08:21:29","modified_gmt":"2023-11-23T07:21:29","slug":"what-does-sap-understand-about-ai","status":"publish","type":"post","link":"https:\/\/e3mag.com\/en\/was-versteht-sap-von-ki\/","title":{"rendered":"What Does SAP Understand About AI?"},"content":{"rendered":"<h2 class=\"wp-block-heading\">Signavio and Aleph Alpha are a dream team<\/h2>\n\n\n\n<p>At the German magazine Handelsblatt\u2019s AI conference in Munich at the end of November, Aleph Alpha CEO Jonas Andrulis declared SAP's business knowledge, Signavio's process expertise, and Aleph Alpha's AI model to be the dream team in the professional ERP market. \"No other company knows as much about business processes as Signavio,\" was his statement, pointing out the importance of the right training data for generative AI.<\/p>\n\n\n\n<p>The dream team\u2014SAP, Signavio, and Aleph Alpha\u2014results in patterns for a large language model, which is then used in business process management. \"These patterns are captured by the deep learning model and form a high-dimensional distribution,\" explains Jonas Andrulis, founder and CEO of Aleph Alpha, in the Handelsblatt special publication on the future of IT and AI (August 2023), adding: \"Mapping this distribution creates a kind of map of meaning with a significant numerical neighborhood where different words and texts are given small or large distances in high-dimensional space based on similar meanings.\"<\/p><div id=\"great-1686964385\" class=\"great-fullsize-content-en great-entity-placement\" style=\"margin-bottom: 20px;\"><a data-no-instant=\"1\" href=\"https:\/\/www.youtube.com\/watch?v=6Ja0zaCg0ss\" rel=\"noopener\" class=\"a2t-link\" target=\"_blank\" aria-label=\"banner_bdc_2026_1200x150\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_bdc_2026_1200x150.jpg\" alt=\"\"  srcset=\"https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_bdc_2026_1200x150.jpg 1200w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_bdc_2026_1200x150-400x50.jpg 400w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_bdc_2026_1200x150-768x96.jpg 768w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_bdc_2026_1200x150-100x13.jpg 100w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_bdc_2026_1200x150-480x60.jpg 480w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_bdc_2026_1200x150-640x80.jpg 640w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_bdc_2026_1200x150-720x90.jpg 720w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_bdc_2026_1200x150-960x120.jpg 960w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_bdc_2026_1200x150-1168x146.jpg 1168w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_bdc_2026_1200x150-18x2.jpg 18w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_bdc_2026_1200x150-600x75.jpg 600w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" width=\"1200\" height=\"150\"  style=\" max-width: 100%; height: auto;\" \/><\/a><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">J\u00fcrgen M\u00fcller and the vectors<\/h2>\n\n\n\n<p>At TechEd 2023 in Bangalore, India, SAP Chief Technology Officer J\u00fcrgen M\u00fcller emphasized the importance of multidimensional vectors for clustering commonalities. According to him, the database platform will be receiving an extension to be able to calculate with vectors. As already indicated in the quote from Jonas Andrulis, the distances (e.g. Euclidean distance, see <a href=\"https:\/\/e3mag.com\/de\/euklid-und-hana\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/e3mag.com\/de\/euklid-und-hana\/<\/a>) of vectors in high-dimensional space to create similarities, i.e. clusters, and thus maps of meaning.<\/p>\n\n\n\n<p>Even if it is difficult to imagine a vector in high-dimensional space, and it is no problem for mathematicians to calculate dimensional numbers in the three-digit range, normal imagination already fails in the fourth dimension: A cube in the fourth dimension not only has four edges that are all at 90 degrees to each other, but its shadow would be a three-dimensional cube.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Orientation with AI maps<\/h2>\n\n\n\n<p>Even if it is difficult to imagine a vector in high-dimensional space, and it is no problem for mathematicians to calculate dimensional numbers in the three-digit range, normal imagination already fails in the fourth dimension: a cube in the fourth dimension not only has four edges that are all at 90 degrees to each other, but its shadow would be a three-dimensional cube.<\/p>\n\n\n\n<p>Many things can be seen at once on a map of meaning. It remains to be seen what SAP will make of it. SAP is sure to get help from Aleph Alpha. Currently, SAP CEO Christian Klein still favors the topic of cloud only, but very few members of the SAP community are interested in this. There is a risk that SAP's customers will quickly turn to the new AI topics and SAP will suffer a second shipwreck, as it did with Leonardo many years ago. Christian Klein should leave the topic of cloud computing to others and focus on AI alongsides Andrulis. The community is waiting for an SAP map of meaning.<\/p>","protected":false},"excerpt":{"rendered":"<p>SAP's favorite topic is of course cloud only. However, AI is the top priority for users and the IT industry. Together with Aleph Alpha, SAP could become an AI pioneer. SAP CEO Christian Klein is focusing on the wrong things.<\/p>","protected":false},"author":2,"featured_media":132122,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"pmpro_default_level":"","footnotes":""},"categories":[27840],"tags":[43710,43711,73],"coauthors":[27825],"class_list":["post-135170","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chefredakteur-blog","tag-aleph-alpha","tag-cloud-only-2","tag-erp","pmpro-has-access"],"acf":[],"featured_image_urls_v2":{"full":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu.jpeg",1000,450,false],"thumbnail":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-150x150.jpeg",150,150,true],"medium":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-400x180.jpeg",400,180,true],"medium_large":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-768x346.jpeg",768,346,true],"large":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu.jpeg",1000,450,false],"image-100":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-100x45.jpeg",100,45,true],"image-480":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-480x216.jpeg",480,216,true],"image-640":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-640x288.jpeg",640,288,true],"image-720":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-720x324.jpeg",720,324,true],"image-960":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-960x432.jpeg",960,432,true],"image-1168":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu.jpeg",1000,450,false],"image-1440":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu.jpeg",1000,450,false],"image-1920":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu.jpeg",1000,450,false],"1536x1536":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu.jpeg",1000,450,false],"2048x2048":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu.jpeg",1000,450,false],"trp-custom-language-flag":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-18x8.jpeg",18,8,true],"bricks_large_16x9":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu.jpeg",1000,450,false],"bricks_large":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu.jpeg",1000,450,false],"bricks_large_square":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu.jpeg",1000,450,false],"bricks_medium":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-600x270.jpeg",600,270,true],"bricks_medium_square":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-600x450.jpeg",600,450,true],"profile_24":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-24x24.jpeg",24,24,true],"profile_48":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-48x48.jpeg",48,48,true],"profile_96":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-96x96.jpeg",96,96,true],"profile_150":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-150x150.jpeg",150,150,true],"profile_300":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/09\/Chefredakteur-neu-300x300.jpeg",300,300,true]},"post_excerpt_stackable_v2":"<p>Das Lieblingsthema bei SAP ist naturgem\u00e4\u00df Cloud only. Bei den Anwendern und in der IT-Industrie steht aber KI an erster Stelle. Gemeinsam mit Aleph Alpha k\u00f6nnte SAP ein KI-Pionier werden. SAP-Chef Christian Klein hat den falschen Fokus.<\/p>\n","category_list_v2":"<a href=\"https:\/\/e3mag.com\/en\/category\/chefredakteur-blog\/\" rel=\"category tag\">Chefredakteur-Blog<\/a>","author_info_v2":{"name":"Peter M. F\u00e4rbinger, E3 Magazine","url":"https:\/\/e3mag.com\/en\/author\/peter-m-faerbinger-e-3-magazin\/"},"comments_num_v2":"0 comments","_links":{"self":[{"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/posts\/135170","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/comments?post=135170"}],"version-history":[{"count":2,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/posts\/135170\/revisions"}],"predecessor-version":[{"id":135173,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/posts\/135170\/revisions\/135173"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/media\/132122"}],"wp:attachment":[{"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/media?parent=135170"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/categories?post=135170"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/tags?post=135170"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/coauthors?post=135170"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}