{"id":166851,"date":"2026-10-16T10:00:00","date_gmt":"2026-10-16T08:00:00","guid":{"rendered":"https:\/\/e3mag.com\/?p=166851"},"modified":"2026-09-29T10:08:27","modified_gmt":"2026-09-29T08:08:27","slug":"notre-auto-optimisation","status":"publish","type":"post","link":"https:\/\/e3mag.com\/fr\/unsere-selbstoptimierung\/","title":{"rendered":"Notre optimisation personnelle"},"content":{"rendered":"<p class=\"wp-block-paragraph\">La vision de l'\u00ab entreprise autonome \u00bb marque un changement de perspective en mati\u00e8re d'ERP. Au c\u0153ur de cette vision se trouve la promesse d'un nouveau logiciel d'entreprise capable de s'autog\u00e9rer, de s'adapter et de s'optimiser gr\u00e2ce \u00e0 l'interaction entre l'IA, des agents autonomes et des boucles de r\u00e9troaction int\u00e9gr\u00e9es.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Avec mes amis du caf\u00e9, j'ai discut\u00e9 de notre \u00ab optimisation personnelle \u00bb : de notre point de vue, une optimisation personnelle autonome doit toutefois \u00eatre soumise \u00e0 un examen. Un syst\u00e8me ERP fonctionne essentiellement comme un grand livre d\u00e9terministe et une instance comptable fiable (System of Record), pour laquelle la pr\u00e9cision absolue, la s\u00e9curit\u00e9 en mati\u00e8re d\u2019audit et la conformit\u00e9 l\u00e9gale constituent des conditions pr\u00e9alables non n\u00e9gociables. En revanche, les mod\u00e8les linguistiques modernes et les approches d\u2019IA g\u00e9n\u00e9rative reposent sur des logiques probabilistes et stochastiques. Or, lorsque des agents autonomes sont cens\u00e9s optimiser de leur propre chef des processus m\u00e9tier, l\u2019impr\u00e9cision math\u00e9matique se heurte \u00e0 l\u2019exactitude des transactions commerciales ; c\u2019est pourquoi l\u2019id\u00e9e d\u2019une optimisation autonome du syst\u00e8me sans supervision humaine reste, pour l\u2019instant, un v\u0153u pieux th\u00e9orique.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cet \u00e9t\u00e9, j'ai affect\u00e9 deux stagiaires au projet SAP Knowledge Graph : SAP pr\u00e9sente le Knowledge Graph comme le fondement s\u00e9mantique de toute optimisation des donn\u00e9es et des processus. Le moteur Hana Graph convertit les donn\u00e9es relationnelles, les API, les cha\u00eenes de processus et les extensions sp\u00e9cifiques aux clients en une ontologie lisible par machine et en un r\u00e9seau de relations compos\u00e9 de n\u0153uds et d\u2019ar\u00eates. Ce Knowledge Graph constitue une base essentielle pour une am\u00e9lioration cibl\u00e9e du syst\u00e8me : il fournit aux agents d\u2019IA et au copilote Joule un contexte m\u00e9tier qui fait office de boussole.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Notre DSAG souligne toutefois \u00e0 juste titre que la conversion pratique des donn\u00e9es de ce \u00ab Knowledge Graph \u00bb doit encore faire ses preuves \u00e0 long terme dans des environnements clients extr\u00eamement complexes. Nos stagiaires sont en plein cursus d'informatique et ma\u00eetrisent le RDF (Resource Description Framework) et l'OWL (Web Ontology Language). Le Resource Description Framework d\u00e9signe une approche syntaxique permettant de formuler des \u00e9nonc\u00e9s logiques sur des entit\u00e9s quelconques. \u00c0 l\u2019origine, le RDF a \u00e9t\u00e9 con\u00e7u par le World Wide Web Consortium comme une norme pour la d\u00e9finition de m\u00e9tadonn\u00e9es.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Quel est le r\u00f4le de notre infrastructure SAP ? En collaboration avec la BDC, la BTP fournit l\u2019environnement d\u2019ex\u00e9cution technique, le framework AI Core et le cockpit de gouvernance (tel que l\u2019AI Agent Hub bas\u00e9 sur LeanIX) afin de d\u00e9velopper des agents d\u2019IA. L\u2019association d\u2019outils de Process Mining tels que Signavio \u00e0 l\u2019environnement de d\u00e9veloppement Joule Studio permet de cr\u00e9er un cycle d\u2019optimisation ferm\u00e9 : les inefficacit\u00e9s dans les processus m\u00e9tier sont identifi\u00e9es, apr\u00e8s quoi les agents IA g\u00e9n\u00e8rent des propositions d\u2019ajustement cibl\u00e9es ou r\u00e9orientent les workflows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Malgr\u00e9 ces potentiels, nous sommes confront\u00e9s \u00e0 des obstacles d'ordre \u00e9conomique, organisationnel et li\u00e9 aux licences, qui relativisent le r\u00eave d'une auto-optimisation autonome. Sur le plan juridique, la loi europ\u00e9enne sur l\u2019IA (EU AI Act) impose une surveillance humaine continue et une transparence totale pour les syst\u00e8mes autonomes, raison pour laquelle une v\u00e9ritable \u201e auto-optimisation \u201c au c\u0153ur du syst\u00e8me ERP productif serait juridiquement interdite sans un signal de validation final \u00e9manant d\u2019un \u00eatre humain (\u00ab Human in the Loop \u00bb).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sur le plan commercial, SAP utilise la vision d'avenir autonome comme levier pour imposer le BTP et le BDC. Alors que la mise \u00e0 disposition des fonctionnalit\u00e9s d'IA dans les \u00e9ditions cloud (Rise et Grow) accentue la pression en faveur de la migration, l'utilisation du Generative AI Hub et de la plateforme BDC nous expose \u00e0 des mod\u00e8les de facturation bas\u00e9s sur la consommation, avec des \u00ab Capacity Units \u00bb opaques et des frais sous forme de jetons, dans lesquels les cr\u00e9dits non utilis\u00e9s expirent en fin d'ann\u00e9e et les pics de charge entra\u00eenent des co\u00fbts impr\u00e9visibles.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">SAP Autonomous Enterprise fournit des outils d'automatisation des processus ; toutefois, une optimisation fiable du syst\u00e8me ERP n'est possible que si nous conservons le contr\u00f4le de la souverainet\u00e9 des donn\u00e9es, si nous nettoyons syst\u00e9matiquement l'ECC (\u00ab Clean Core \u00bb) et si nous pla\u00e7ons les agents d'IA sous une gouvernance humaine stricte.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">noname@e3mag.com<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>L'id\u00e9e est tr\u00e8s s\u00e9duisante : nous optimisons nos processus et notre ERP gr\u00e2ce \u00e0 l'IA. Avons-nous encore besoin de SAP pour cela, et par la suite ? Nous devenons une \u00ab entreprise autonome \u00bb.<\/p>","protected":false},"author":9,"featured_media":161567,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"pmpro_default_level":"","footnotes":""},"categories":[12,7,45071],"tags":[145,44718,44086,45209,73,44450,43730,8689,44702,44720,43957,45210,44373,44225,626,4277,14876,38878,236,45208,44856,40995,3371,44791,44650,44651],"coauthors":[21816],"class_list":["post-166851","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noname","category-meinung","category-mag-26-10","tag-automatisierung","tag-autonomous-enterprise","tag-clean-core","tag-datenhoheit","tag-erp","tag-eu-ai-act","tag-generative-ai","tag-governance","tag-grow-with-sap","tag-human-in-the-loop","tag-joule","tag-joule-studio","tag-ki","tag-ki-agenten","tag-kuenstliche-intelligenz","tag-process-mining","tag-prozessoptimierung","tag-rise-with-sap","tag-sap","tag-sap-ai-core","tag-sap-bdc","tag-sap-btp","tag-sap-ecc","tag-sap-knowledge-graph","tag-sap-leanix","tag-sap-signavio","pmpro-has-access"],"acf":[],"featured_image_urls_v2":{"full":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1.jpg",1000,450,false],"thumbnail":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-150x150.jpg",150,150,true],"medium":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-400x180.jpg",400,180,true],"medium_large":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-768x346.jpg",768,346,true],"large":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1.jpg",1000,450,false],"image-100":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-100x45.jpg",100,45,true],"image-480":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-480x216.jpg",480,216,true],"image-640":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-640x288.jpg",640,288,true],"image-720":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-720x324.jpg",720,324,true],"image-960":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-960x432.jpg",960,432,true],"image-1168":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1.jpg",1000,450,false],"image-1440":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1.jpg",1000,450,false],"image-1920":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1.jpg",1000,450,false],"1536x1536":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1.jpg",1000,450,false],"2048x2048":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1.jpg",1000,450,false],"trp-custom-language-flag":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-18x8.jpg",18,8,true],"bricks_large_16x9":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1.jpg",1000,450,false],"bricks_large":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1.jpg",1000,450,false],"bricks_large_square":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1.jpg",1000,450,false],"bricks_medium":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-600x270.jpg",600,270,true],"bricks_medium_square":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-600x450.jpg",600,450,true],"profile_24":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-24x24.jpg",24,24,true],"profile_48":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-48x48.jpg",48,48,true],"profile_96":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-96x96.jpg",96,96,true],"profile_150":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-150x150.jpg",150,150,true],"profile_300":["https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/No-Name_1000x450-1-300x300.jpg",300,300,true]},"post_excerpt_stackable_v2":"<p>Der Gedanke ist sehr reizvoll: Wir optimieren uns und unser ERP mithilfe der KI. Brauchen wir dazu und danach auch noch SAP? Wir werden zum Autonomous Enterprise.<\/p>\n","category_list_v2":"<a href=\"https:\/\/e3mag.com\/fr\/category\/meinung\/noname\/\" rel=\"category tag\">No\/Name-Kolumne<\/a>, <a href=\"https:\/\/e3mag.com\/fr\/category\/meinung\/\" rel=\"category tag\">Die Meinung der SAP-Community<\/a>, <a href=\"https:\/\/e3mag.com\/fr\/category\/mag-26-10\/\" rel=\"category tag\">MAG 26-10<\/a>","author_info_v2":{"name":"no-name","url":"https:\/\/e3mag.com\/fr\/author\/no-name\/"},"comments_num_v2":"0 commentaire","_links":{"self":[{"href":"https:\/\/e3mag.com\/fr\/wp-json\/wp\/v2\/posts\/166851","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/e3mag.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/e3mag.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/e3mag.com\/fr\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/e3mag.com\/fr\/wp-json\/wp\/v2\/comments?post=166851"}],"version-history":[{"count":2,"href":"https:\/\/e3mag.com\/fr\/wp-json\/wp\/v2\/posts\/166851\/revisions"}],"predecessor-version":[{"id":166854,"href":"https:\/\/e3mag.com\/fr\/wp-json\/wp\/v2\/posts\/166851\/revisions\/166854"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/e3mag.com\/fr\/wp-json\/wp\/v2\/media\/161567"}],"wp:attachment":[{"href":"https:\/\/e3mag.com\/fr\/wp-json\/wp\/v2\/media?parent=166851"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/e3mag.com\/fr\/wp-json\/wp\/v2\/categories?post=166851"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/e3mag.com\/fr\/wp-json\/wp\/v2\/tags?post=166851"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/e3mag.com\/fr\/wp-json\/wp\/v2\/coauthors?post=166851"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}