{"id":7547,"date":"2019-12-01T14:53:41","date_gmt":"2019-12-01T13:53:41","guid":{"rendered":"https:\/\/www.l3s.de\/?page_id=7547"},"modified":"2023-01-11T17:09:07","modified_gmt":"2023-01-11T16:09:07","slug":"this-is-how-ai-gets-into-companies","status":"publish","type":"page","link":"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/this-is-how-ai-gets-into-companies\/","title":{"rendered":"So kommt KI in die Unternehmen"},"content":{"rendered":"<div data-colibri-id=\"7547-c1\" class=\"style-7532 style-local-7547-c1 position-relative\">\n  <!---->\n  <div data-colibri-component=\"section\" data-colibri-id=\"7547-c2\" id=\"reusable-sections\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-7533 style-local-7547-c2 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"7547-c3\" class=\"h-row-container gutters-row-lg-3 gutters-row-md-3 gutters-row-0 gutters-row-v-lg-3 gutters-row-v-md-3 gutters-row-v-3 style-7534 style-local-7547-c3 position-relative\">\n        <div class=\"background-wrapper\">\n          <div class=\"background-layer background-layer-media-container-lg\">\n            <div data-enabled=\"true\" data-colibri-component=\"parallax\" class=\"background-layer paraxify lazyload\" model-id=\"7547-c3\" media=\"desktop\" is-preview=\"true\" style=\"background-image:inherit;\" data-bg-image=\"url(&quot;https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/mmsx-2109-noticia-digitalizacion-industrial-scaled.jpg&quot;)\"><\/div>\n          <\/div>\n          <div class=\"background-layer background-layer-media-container-md\">\n            <div data-enabled=\"true\" data-colibri-component=\"parallax\" class=\"background-layer paraxify lazyload\" model-id=\"7547-c3\" media=\"tablet\" is-preview=\"true\" style=\"background-image:inherit;\" data-bg-image=\"url(&quot;https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/mmsx-2109-noticia-digitalizacion-industrial-scaled.jpg&quot;)\"><\/div>\n          <\/div>\n          <div class=\"background-layer background-layer-media-container\">\n            <div data-enabled=\"true\" data-colibri-component=\"parallax\" class=\"background-layer paraxify lazyload\" model-id=\"7547-c3\" media=\"mobile\" is-preview=\"true\" style=\"background-image:inherit;\" data-bg-image=\"url(&quot;https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/mmsx-2109-noticia-digitalizacion-industrial-scaled.jpg&quot;)\"><\/div>\n          <\/div>\n        <\/div>\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-3 gutters-col-md-3 gutters-col-0 gutters-col-v-lg-3 gutters-col-v-md-3 gutters-col-v-3\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7535-outer style-local-7547-c4-outer\">\n            <div data-colibri-id=\"7547-c4\" class=\"d-flex h-flex-basis h-column__inner h-ui-empty-state-container h-px-lg-3 h-px-md-3 h-px-3 v-inner-lg-3 v-inner-md-3 v-inner-3 style-7535 style-local-7547-c4 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100\">\n                <!---->\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"7547-c38\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-11891 style-local-7547-c38 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-11892-outer style-local-7547-c39-outer\">\n            <div data-colibri-id=\"7547-c39\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-11892 style-local-7547-c39 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7547-c40\" class=\"h-text h-text-component style-11893 style-local-7547-c40 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>Foto:&nbsp;<span style=\"font-weight: 300; font-size: 14px; font-family: &quot;Open Sans&quot;; color: rgb(0, 0, 0);\">\u00a9<\/span>panuwat &#8211; stock.adobe.com<\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"7547-c5\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-7536 style-local-7547-c5 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg h-col-md-auto h-col-auto style-7537-outer style-local-7547-c6-outer\">\n            <div data-colibri-id=\"7547-c6\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-7537 style-local-7547-c6 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7547-c7\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-7538 style-local-7547-c7 position-relative\">\n                  <!---->\n                  <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                    <!---->\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7539-outer style-local-7547-c8-outer\">\n                      <div data-colibri-id=\"7547-c8\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7539 style-local-7547-c8 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7547-c9\" class=\"h-text h-text-component style-7540 style-local-7547-c9 position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <p>Ausgabe: 02\/2019<\/p>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7547-c10\" class=\"h-x-container style-7541 style-local-7547-c10 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-x-container-inner style-dynamic-7547-c10-group style-7541-spacing style-local-7547-c10-spacing\"><span class=\"h-link__outer style-7542-outer style-local-7547-c11-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/09\/L3S-Binaire-2019-2-Magazin_web.pdf\" target=\"_blank\" data-colibri-id=\"7547-c11\" class=\"d-flex w-100 align-items-center h-link style-7542 style-local-7547-c11 position-relative\" rel=\"noopener\"><!----><!----> <span>Big Data in der Medizin<\/span><\/a>\n                              <\/span>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7547-c12\" class=\"style-7543 style-local-7547-c12 position-relative h-element\">\n                            <!---->\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7544-outer style-local-7547-c13-outer\">\n                      <div data-colibri-id=\"7547-c13\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7544 style-local-7547-c13 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7547-c14\" class=\"h-global-transition-all h-heading style-7546 style-local-7547-c14 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-heading__outer style-7546 style-local-7547-c14\">\n                              <!---->\n                              <!---->\n                              <h1 class=\"\">So kommt KI in die Unternehmen<\/h1>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7547-c15\" class=\"style-7547 style-local-7547-c15 position-relative h-element\">\n                            <!---->\n                          <\/div>\n                          <div data-colibri-id=\"7547-c16\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-7548 style-local-7547-c16 position-relative\">\n                            <!---->\n                            <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                              <!---->\n                              <div class=\"h-column h-column-container d-flex h-col-lg h-col-md h-col-auto style-7549-outer style-local-7547-c17-outer\">\n                                <div data-colibri-id=\"7547-c17\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-7549 style-local-7547-c17 position-relative\">\n                                  <!---->\n                                  <!---->\n                                  <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                                    <!---->\n                                    <div data-colibri-id=\"7547-c18\" class=\"h-text h-text-component style-7550 style-local-7547-c18 position-relative h-element\">\n                                      <!---->\n                                      <!---->\n                                      <div class=\"\">\n                                        <p class=\"translation-block\">K&uuml;nstliche Intelligenz (KI) ist in aller Munde. Ihr Potential wird aber in der Industrie noch nicht richtig ausgesch&ouml;pft. Dabei gilt KI als Schl&uuml;sseltechnologie, um auch in Zukunft wettbewerbsf&auml;hig zu bleiben. Vor allem im Mittelstand fehlt es an Einstiegspunkten in die Technologie, an Fachkompetenz und an passenden Gesch&auml;ftsmodellen. Zus&auml;tzlich gibt es Bedenken hinsichtlich Datenhoheit und Geheimhaltung. Das&nbsp;<em>Bundesministerium f&uuml;r Wirtschaft und Technologie<\/em>&nbsp;rief Anfang 2019 den Innovationswettbewerb&nbsp; &bdquo;K&uuml;nstliche Intelligenz als Treiber f&uuml;r volkswirtschaftlich relevante &Ouml;kosysteme&ldquo; aus, um das Innovationsgeschehen im Bereich der KI zu befeuern. Das&nbsp;<em>L3S<\/em>&nbsp;und das&nbsp;<em>Institut f&uuml;r Fertigungstechnik und Werkzeugmaschinen<\/em>&nbsp;(<em>IFW<\/em>) der&nbsp;<em>Leibniz Universit&auml;t Hannover<\/em>&nbsp;(<em>LUH<\/em>) haben sich mit einem Konsortium aus Wissenschaft und Wirtschaft erfolgreich daran beteiligt. Der Beitrag <a href=\"https:\/\/www.l3s.de\/de\/research\/topics\/production\/iip-ecosphere\/\" target=\"_blank\" rel=\"nofollow noopener\">\u201c<em>IIP-Ecosphere: Next Level Ecosphere for Intelligent Industrial Production<\/em>\u201c<\/a> wurde als eines der aussichtsreichsten Konzepte im Wettbewerb f&uuml;r die Umsetzung ausgew&auml;hlt. Die insgesamt neunzehn Konsortialpartner werden gemeinsam ein &Ouml;kosystem f&uuml;r die intelligente Produktion aufbauen. Neben der&nbsp;<em>LUH<\/em>&nbsp;als Konsortialf&uuml;hrer sind die Universit&auml;ten in Hildesheim, N&uuml;rnberg und Koblenz beteiligt, namhafte produzierende Unternehmen wie&nbsp;<em>Volkswagen<\/em>,&nbsp;<em>Siemens<\/em>&nbsp;und&nbsp;<em>Sennheiser<\/em>, Maschinenhersteller wie&nbsp;<em>DMG Mori<\/em>, KI-Anbieter wie&nbsp;<em>Salt and Pepper,<\/em>&nbsp;<em>Bitmotec<\/em>&nbsp;und&nbsp;<em>RapidMiner&nbsp;<\/em>sowie Multiplikatoren wie die&nbsp;<em>Deutsche Messe<\/em>. Weitere 57 Partner sind assoziiert.<\/p>\n                                        <p class=\"translation-block\">Die Vision von&nbsp;<em>IIP-Ecosphere<\/em>: ein Innovationssprung im Bereich der Selbstoptimierung der Produktion. Der Aufbau eines &Ouml;kosystems, das Forschung, Anbieter, Anwender, Dienstleister und Multiplikatoren im Bereich der intelligenten Produktion zusammenf&uuml;hrt, soll bestehende Hemmnisse aus dem Weg r&auml;umen und Unternehmen in die Lage versetzen, KI-Methoden erfolgreich anzuwenden und weiterzuentwickeln. Das Ziel: h&ouml;here Produktivit&auml;t, Flexibilit&auml;t, Robustheit und Effizienz - und damit der Erhalt der Wettbewerbsf&auml;higkeit der deutschen Industrie.<\/p>\n                                        <p class=\"translation-block\"><em>IIP-Ecosphere<\/em>&nbsp;soll den Einstieg in effektive KI-L&ouml;sungen insbesondere f&uuml;r kleine und mittlere Unternehmen (KMU) erleichtern und beschleunigen. Zugleich sollen Aufwand und Risiko bei der Umsetzung sinken &ndash; unter anderem durch die Entwicklung hin zu KI-Standardkomponenten. Beispielhaft werden vier Demonstratoren innovative KI-L&ouml;sungen in Produktivumgebungen implementieren. Im Projektverlauf definierte zus&auml;tzliche Demonstratoren bieten weiteren Unternehmen Beteiligungsm&ouml;glichkeiten. Die Demonstratoren sollen nicht nur belastbare Vorgehensweisen zur Umsetzung f&uuml;r andere Unternehmen aufzeigen, sondern auch das wirtschaftliche Potential der eingesetzten L&ouml;sungen.<\/p>\n                                        <p class=\"translation-block\">Was soll&nbsp;<em>IIP-Ecosphere<\/em>&nbsp;den Unternehmen konkret bringen? Produzierende Unternehmen, denen der Mehrwert von KI noch unklar ist, erhalten herstellerunabh&auml;ngig Zugang zu einem KI-L&ouml;sungskatalog, Best Practices und exemplarischen L&ouml;sungen f&uuml;r die intelligente Produktion sowie zu innovativen Forschungsergebnissen. Maschinen- und Anlagenherstellern bietet&nbsp;<em>IIP-Ecosphere<\/em>&nbsp;neue L&ouml;sungen f&uuml;r den Datenaustausch, um ihr Produkt durch r&uuml;ckgespeiste Daten zu verbessern und innovative Dienstleistungen zu entwickeln. Ein besonders niedrigschwelliges Angebot ist das Experimentierfeld: Kleinere Unternehmen k&ouml;nnen dort eigene Experimente mit Daten und KI-Technologien durchf&uuml;hren.<\/p>\n                                        <p class=\"translation-block\"><em>IIP-Ecosphere<\/em>&nbsp;lebt von Kooperation und Dialog. Der&nbsp;Austausch&nbsp;&uuml;ber&nbsp;Erkenntnisse,&nbsp;Anforderungen, Hemmnisse, Erfahrungen&nbsp;und Best Practices ist&nbsp;ein entscheidendes Erfolgskriterium f&uuml;r das Funktionieren&nbsp;des &Ouml;kosystems. Daher haben Stakeholder die M&ouml;glichkeit, sich in<em>&nbsp;IIP-Ecosphere<\/em>&nbsp;&nbsp;einzubringen &ndash;&nbsp;zum Beispiel in&nbsp;Arbeitskreise&nbsp;zu Themen wie Schnittstellen, Plattformen oder Gesch&auml;ftsmodelle. Auf regionaler Ebene werden sich Akteure der Innovationsf&ouml;rderung zum Thema &bdquo;KI f&uuml;r die intelligente Produktion&ldquo; zu&nbsp;<em>Regional Innovation Hubs<\/em><strong>&nbsp;<\/strong>(RIH) vernetzen, um Technologietransfer, Innovationen und Unternehmensgr&uuml;ndungen durch gemeinsame Aktivit&auml;ten voranzubringen. Die ersten RIH werden in der Region Hannover und in N&uuml;rnberg mit einer Vielzahl an Partnern aufgebaut.<\/p>\n                                        <p class=\"translation-block\">Durch die schnelle und konsequente Umsetzung von&nbsp;<em>IIP-Ecosphere<\/em>&nbsp;besteht nicht nur die Chance, innovative KI-L&ouml;sungen in der Produktion schneller einzusetzen, sondern auch international verbindliche Standards zu schaffen. Dies st&auml;rkt die Position deutscher Unternehmen als Service-Anbieter, Maschinen- oder Systemlieferanten. Zudem profitieren hiesige Unternehmen als erstes von Produktivit&auml;tssteigerungen durch den Einsatz von KI.<\/p>\n                                        <p>Im Januar 2020 beginnen die Partner mit der Umsetzung. Herauskommen soll ein lebendiges und wachsendes &Ouml;kosystem der intelligenten Produktion, das den Beteiligten dauerhaft Mehrwerte bietet und von einer aktiven Gemeinschaft getragen und gestaltet wird.<\/p>\n                                      <\/div>\n                                    <\/div>\n                                  <\/div>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n  <div data-colibri-component=\"section\" data-colibri-id=\"7547-c19\" id=\"reusable-sections-2\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-7554 style-local-7547-c19 position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-boxed-container\">\n      <!---->\n      <div data-colibri-id=\"7547-c20\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-7555 style-local-7547-c20 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7556-outer style-local-7547-c21-outer\">\n            <div data-colibri-id=\"7547-c21\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-7556 style-local-7547-c21 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7547-c22\" class=\"h-divider style-7557 style-local-7547-c22 position-relative h-element\">\n                  <!----><span class=\"h-divider__line style-7557-line style-local-7547-c22-line style-7557-line style-local-7547-c22-line\"><\/span><\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n      <div data-colibri-id=\"7547-c23\" class=\"h-row-container gutters-row-lg-2 gutters-row-md-2 gutters-row-0 gutters-row-v-lg-2 gutters-row-v-md-2 gutters-row-v-2 style-7558 style-local-7547-c23 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-2 gutters-col-md-2 gutters-col-0 gutters-col-v-lg-2 gutters-col-v-md-2 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7559-outer style-local-7547-c24-outer\">\n            <div data-colibri-id=\"7547-c24\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7559 style-local-7547-c24 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7547-c25\" class=\"h-global-transition-all h-heading style-7560 style-local-7547-c25 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-7560 style-local-7547-c25\">\n                    <!---->\n                    <!---->\n                    <h6 class=\"\">Vorgestellte Projekte<\/h6>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"7547-c26\" class=\"d-block style-7561 style-local-7547-c26 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-image__frame-container-outer\">\n                    <a href=\"https:\/\/www.l3s.de\/de\/research\/topics\/production\/iip-ecosphere\/\" h-use-smooth-scroll=\"true\" class=\"image-link\">\n                      <div class=\"h-image__frame-container\">\n                        <!---->\n                        <!---->\n                        <img decoding=\"async\" width=\"150\" height=\"154\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/IIP-Ecosphere-Logo_transparent_klein.png\" class=\"wp-image-3500 style-7561-image style-local-7547-c26-image lazyload\" alt=\"\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/IIP-Ecosphere-Logo_transparent_klein.png 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/IIP-Ecosphere-Logo_transparent_klein-12x12.png 12w\" data-sizes=\"(max-width: 150px) 100vw, 150px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 150px; --smush-placeholder-aspect-ratio: 150\/154;\" \/>\n                        <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-7561-frameImage style-local-7547-c26-frameImage\"><\/div>\n                      <\/div>\n                    <\/a>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7563-outer style-local-7547-c27-outer\">\n            <div data-colibri-id=\"7547-c27\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7563 style-local-7547-c27 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"7547-c28\" class=\"h-global-transition-all h-heading style-7560 style-local-7547-c28 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-7560 style-local-7547-c28\">\n                    <!---->\n                    <!---->\n                    <h6 class=\"\">Kontakt<\/h6>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"7547-c29\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-7564 style-local-7547-c29 position-relative\">\n                  <!---->\n                  <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                    <!---->\n                    <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-7565-outer style-local-7547-c30-outer\">\n                      <div data-colibri-id=\"7547-c30\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-2 h-px-md-2 h-px-2 v-inner-lg-2 v-inner-md-2 v-inner-2 style-7565 style-local-7547-c30 position-relative\">\n                        <!---->\n                        <!---->\n                        <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                          <!---->\n                          <div data-colibri-id=\"7547-c31\" class=\"d-block style-7566 style-local-7547-c31 position-relative h-element\">\n                            <!---->\n                            <div class=\"h-image__frame-container-outer\">\n                              <div class=\"h-image__frame-container\">\n                                <!---->\n                                <!---->\n                                <img decoding=\"async\" width=\"150\" height=\"150\" data-src=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/cropped-Niederee-Claudia.jpg\" class=\"wp-image-3897 style-7566-image style-local-7547-c31-image lazyload\" alt=\"Portrait Claudia Nieder\u00e9e\" data-srcset=\"https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/cropped-Niederee-Claudia.jpg 150w, https:\/\/www.l3s.de\/wp-content\/uploads\/2022\/08\/cropped-Niederee-Claudia-12x12.jpg 12w\" data-sizes=\"(max-width: 150px) 100vw, 150px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 150px; --smush-placeholder-aspect-ratio: 150\/150;\" \/>\n                                <div class=\"h-image__frame h-hide-lg h-hide-md h-hide-sm style-7566-frameImage style-local-7547-c31-frameImage\"><\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7547-c32\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-0 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-0 style-7567 style-local-7547-c32 position-relative\">\n                            <!---->\n                            <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-0 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-0\">\n                              <!---->\n                              <div class=\"h-column h-column-container d-flex h-col-lg h-col-md h-col-auto style-7568-outer style-local-7547-c33-outer\">\n                                <div data-colibri-id=\"7547-c33\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-7568 style-local-7547-c33 position-relative\">\n                                  <!---->\n                                  <!---->\n                                  <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                                    <!---->\n                                    <div data-colibri-id=\"7547-c34\" class=\"h-global-transition-all h-heading style-7560 style-local-7547-c34 position-relative h-element\">\n                                      <!---->\n                                      <div class=\"h-heading__outer style-7560 style-local-7547-c34\">\n                                        <!---->\n                                        <!---->\n                                        <h6 class=\"\">Dr. Claudia Nieder\u00e9e<\/h6>\n                                      <\/div>\n                                    <\/div>\n                                    <div data-colibri-id=\"7547-c35\" class=\"h-x-container style-7570 style-local-7547-c35 position-relative h-element\">\n                                      <!---->\n                                      <div class=\"h-x-container-inner style-dynamic-7547-c35-group style-7570-spacing style-local-7547-c35-spacing\"><span class=\"h-link__outer style-7571-outer style-local-7547-c36-outer d-inline-flex h-element\"><a h-use-smooth-scroll=\"true\" href=\"mailto:niederee@l3s.de\"  data-colibri-id=\"7547-c36\" class=\"d-flex w-100 align-items-center h-link style-7571 style-local-7547-c36 position-relative\"><!----><!----> <span>niederee@l3s.de<\/span><\/a>\n                                        <\/span>\n                                      <\/div>\n                                    <\/div>\n                                  <\/div>\n                                <\/div>\n                              <\/div>\n                            <\/div>\n                          <\/div>\n                          <div data-colibri-id=\"7547-c37\" class=\"h-text h-text-component style-7572 style-local-7547-c37 position-relative h-element\">\n                            <!---->\n                            <!---->\n                            <div class=\"\">\n                              <p>Claudia Nieder\u00e9e leitet das Projekt IIP-Ecosphere. Sie ist Forschungsgruppenleiterin und Gesch\u00e4ftsf\u00fchrerin des L3S.<\/p>\n                            <\/div>\n                          <\/div>\n                        <\/div>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Foto:&nbsp;\u00a9panuwat &#8211; stock.adobe.com Issue: 02\/2019 Big Data in der Medizin This is how AI gets into companies Artificial intelligence (AI) is on everyone&#8217;s lips. However, their potential is not yet fully exploited in industry. AI is considered a key technology for remaining competitive in the future. Small and medium-sized companies in particular lack entry points [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":7548,"parent":2750,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":{"_acf_changed":false,"footnotes":""},"categories":[],"tags":[28,87],"class_list":["post-7547","page","type-page","status-publish","has-post-thumbnail","hentry","tag-binaire","tag-binaire-2019-02"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"The goal of IIP-Ecosphere: higher productivity, flexibility, robustness and efficiency \u2013 and thus maintaining the competitiveness of German industry.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.l3s.de\/de\/magazine\/binaire-articles\/this-is-how-ai-gets-into-companies\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.8\" \/>\n\t\t<meta property=\"og:locale\" content=\"de_DE\" \/>\n\t\t<meta property=\"og:site_name\" content=\"L3S Research Center - 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