{"id":6676,"date":"2026-10-29T11:12:29","date_gmt":"2026-10-29T10:12:29","guid":{"rendered":"https:\/\/engineering-automation.de\/?p=6676"},"modified":"2026-10-29T11:19:12","modified_gmt":"2026-10-29T10:19:12","slug":"wie-unternehmen-ki-erfolgreich-und-verantwortungsvoll-skalieren","status":"publish","type":"post","link":"https:\/\/engineering-automation.de\/en\/wie-unternehmen-ki-erfolgreich-und-verantwortungsvoll-skalieren\/","title":{"rendered":"Wie Unternehmen KI erfolgreich und verantwortungsvoll skalieren"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"6676\" class=\"elementor elementor-6676\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d2bfb74 e-con-full e-flex e-con e-parent\" data-id=\"d2bfb74\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-d65030e e-con-full e-flex e-con e-child\" data-id=\"d65030e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f46ac4a elementor-widget elementor-widget-heading\" data-id=\"f46ac4a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">News<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bacd973 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"bacd973\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Wie Unternehmen KI erfolgreich und verantwortungsvoll skalieren<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-97ecf29 mdw-horizontal-scroll e-flex e-con-boxed e-con e-parent\" data-id=\"97ecf29\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-adcb977 e-con-full e-flex e-con e-child\" data-id=\"adcb977\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3291b81 e-con-full e-flex e-con e-child\" data-id=\"3291b81\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fb3edde elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"fb3edde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">news article<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a4d872 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"5a4d872\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><span style=\"background: #fff\">Wie Unternehmen KI erfolgreich und verantwortungsvoll skalieren<\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f23d54e elementor-widget__width-inherit mdw-reveal-animation-left  animated-slow elementor-view-default elementor-invisible elementor-widget elementor-widget-icon\" data-id=\"f23d54e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;flash&quot;}\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Ebene_1\" viewbox=\"0 0 491.31 429.49\"><polygon points=\"48.9 0 0 63.57 138.68 204.34 .63 339.1 57.08 401.2 257.23 204.34 48.9 0\"><\/polygon><rect x=\"195.08\" y=\"353.66\" width=\"296.23\" height=\"75.82\"><\/rect><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33a6932 elementor-widget elementor-widget-text-editor\" data-id=\"33a6932\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\"><strong>Wie gelingt es Unternehmen, K\u00fcnstliche Intelligenz \u00fcber einzelne Pilotprojekte hinaus erfolgreich einzusetzen? Und welche Strukturen braucht es, um Risiken zu beherrschen, Verantwortlichkeiten klar zu regeln und KI langfristig in Unternehmensprozesse zu integrieren? Mit diesen Fragen besch\u00e4ftigt sich Prof. Dr. Roman Dumitrescu, Direktor am Fraunhofer IEM, in einem aktuellen Beitrag der Fachzeitschrift automotiveIT.<\/strong><\/p>\n<p data-pm-slice=\"1 1 []\">Im Gespr\u00e4ch erl\u00e4utert er, warum Unternehmen den Fokus st\u00e4rker auf die Skalierung von KI-Anwendungen richten sollten und weshalb eine klare KI-Governance daf\u00fcr unverzichtbar ist. Dabei zeigt er auf, welche Bedeutung transparente Prozesse, eindeutige Verantwortlichkeiten und ein systematisches Enterprise Architecture Management haben, um den Einsatz von KI unternehmensweit zu steuern. Besonders die Automobilindustrie steht vor der Herausforderung, bestehende KI-Initiativen in nachhaltige und verantwortungsvolle Strukturen zu \u00fcberf\u00fchren.<\/p>\n<p>Der Beitrag macht deutlich: Entscheidend f\u00fcr den langfristigen Erfolg von KI ist nicht allein die Technologie, sondern vor allem die F\u00e4higkeit von Unternehmen, ihren Einsatz strategisch zu gestalten, Risiken zu bewerten und klare organisatorische Rahmenbedingungen zu schaffen.<\/p>\n<p>\u00a0<\/p>\n<h5>Zum Beitrag:<br \/><a href=\"https:\/\/www.automotiveit.eu\/kuenstliche-intelligenz\/ins-reich-des-risikos\/2751038\">https:\/\/www.neue-verpackung.de\/packaging-machinery-conference\/wie-ki-das-engineering-im-maschinenbau-veraendert\/2720585<\/a><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99d2a3e elementor-widget elementor-widget-post-navigation\" data-id=\"99d2a3e\" data-element_type=\"widget\" data-e-type=\"widget\" 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d=\"m489.26,102.42l-.37-.39c-2.19-2.32-4.45-4.72-6.77-7.07-6.09-6.17-12.18-12.33-18.28-18.49-7.65-7.73-15.3-15.47-22.94-23.21-6.39-6.48-12.78-12.98-19.16-19.48-6.49-6.61-12.98-13.21-19.48-19.81-.78-.79-1.54-1.59-2.31-2.39-2.4-2.52-4.88-5.12-7.89-7.56-3.2-2.59-7.25-4.02-11.4-4.02-7.89,0-14.91,4.93-17.47,12.26-1.47,4.21-2.75,12.47,5.11,20.44,7.35,7.45,14.7,14.91,22.04,22.37l12.31,12.5c9.45,9.59,18.91,19.18,28.37,28.77-8.95,0-76.99.01-76.99.01-79.46,0-253.57-.01-333.06-.03-1.67,0-3.68.05-5.86.44-5.88,1.05-10.53,4.57-13.02,9.77-1.32,1.76-2.09,3.94-2.09,6.3v3.92c0,1.84.48,3.64,1.4,5.24.05.09.11.18.16.27,3.03,7.3,9.48,11.46,17.85,11.46,27.99-.01,150.61-.02,178.6-.02l233.1-.05-47.26,48.06c-1.69,1.72-3.39,3.43-5.08,5.14-3.77,3.8-7.66,7.72-11.45,11.7-4.42,4.64-6.19,11.05-4.74,17.14,1.32,5.56,5.13,10.16,10.35,12.63,1.74,1.27,3.88,2.01,6.18,2.01h3.67c2.61,0,5.08-.97,6.98-2.65,1.46-.85,2.86-1.94,4.21-3.29,1.51-1.5,3.02-3,4.53-4.5,3.8-3.77,7.73-7.67,11.57-11.58,5.24-5.34,10.48-10.68,15.71-16.03,10.87-11.1,22.11-22.58,33.24-33.76,4.47-4.49,8.94-9.08,13.27-13.52,5.27-5.41,10.72-11.01,16.15-16.39,7.26-7.21,7.64-18.96.83-26.19Zm-8.24,18.73c-9.94,9.87-19.58,20.03-29.46,29.96-16.44,16.51-32.67,33.23-49,49.84-5.29,5.38-10.67,10.67-16.02,16-1,.99-2.1,1.85-3.48,2.25-.41.12-.49.28-.29.62h-3.67c-.03-.55-.5-.53-.85-.65-5.79-2.07-7.56-8.9-3.32-13.36,5.38-5.65,10.94-11.15,16.41-16.72,8.2-8.33,16.4-16.67,24.59-25.01,11.99-12.19,23.98-24.39,35.97-36.58,1.33-1.36,2.68-2.7,4.01-4.04-.3-.42-.67-.33-1.01-.33-74.18.01-148.35.03-222.53.05-39.45,0-173.53,0-212.98.03-4,0-6.9-1.55-8.32-5.44-.13-.36-.38-.68-.58-1.02v-3.92c.6-.04.59-.57.73-.95.97-2.71,2.9-4.27,5.71-4.77,1.34-.24,2.69-.28,4.05-.28,79.47.01,253.57.02,333.03.03,31.67,0,63.35-.02,95.02-.02,1.83,0,3.67.08,5.5.12.38,0,.9.23,1.09-.15.22-.44-.25-.8-.53-1.09-1.96-1.99-3.95-3.95-5.91-5.94-13.02-13.2-26.04-26.41-39.06-39.61-11.45-11.62-22.9-23.26-34.36-34.87-2.69-2.72-3.98-5.8-2.66-9.59,1.73-4.98,8.21-6.87,12.32-3.53,3.4,2.75,6.27,6.06,9.33,9.17,12.9,13.08,25.75,26.2,38.64,39.28,13.72,13.92,27.49,27.79,41.22,41.7,2.36,2.39,4.66,4.84,6.96,7.28,2.97,3.15,2.53,8.42-.59,11.52Z\"><\/path><\/svg>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/engineering-automation.de\/en\/news-events-generative-ki-in-der-engineering-automation\/\" >\n\t\t\t\t\t\t\tClick here for the news articles\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Wie gelingt es Unternehmen, K\u00fcnstliche Intelligenz \u00fcber einzelne Pilotprojekte hinaus erfolgreich einzusetzen? Und welche Strukturen braucht es, um Risiken zu beherrschen, Verantwortlichkeiten klar zu regeln und KI langfristig in Unternehmensprozesse zu integrieren? Mit diesen Fragen besch\u00e4ftigt sich Prof. Dr. Roman Dumitrescu, Direktor am Fraunhofer IEM, in einem aktuellen Beitrag der Fachzeitschrift automotiveIT.<\/p>","protected":false},"author":3,"featured_media":6675,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-6676","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-allgemein"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>KI erfolgreich udn verantwortungsvoll skalieren<\/title>\n<meta name=\"description\" content=\"Im Interview blickt Prof. Dr. Roman Dumitrescu auf die Unternehmensstrukturen, die es braucht um KI langfristig und erfolgreich in die Prozesse zu integrieren\" \/>\n<meta name=\"robots\" content=\"index, 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