{"id":13242,"date":"2026-07-16T11:19:25","date_gmt":"2026-07-16T09:19:25","guid":{"rendered":"https:\/\/ikv-aachen.de\/knowledge-management-as-the-foundation-for-successful-ai-applications\/"},"modified":"2026-07-16T11:54:10","modified_gmt":"2026-07-16T09:54:10","slug":"knowledge-management-as-the-foundation-for-successful-ai-applications","status":"publish","type":"post","link":"https:\/\/ikv-aachen.de\/en\/knowledge-management-as-the-foundation-for-successful-ai-applications\/","title":{"rendered":"Knowledge management as the foundation for successful AI applications"},"content":{"rendered":"<style type=\"text\/css\">\n    #single-header-block_fe62bfeb77424917b6e12245057b6b8d .swiperThumbsNavi .swiper-slide {\n        opacity: 0.4;\n    }\n\n    #single-header-block_fe62bfeb77424917b6e12245057b6b8d .swiperThumbsNavi .swiper-slide-thumb-active {\n        opacity: 1;\n    }\n<\/style>\n    <section id=\"single-header-block_fe62bfeb77424917b6e12245057b6b8d\" class=\"block-single-header theGridWrapper \">\n        <div class=\"theGrid12\">\n            <div class=\" col-start-2 col-span-10 md:col-start-3  md:col-span-8\">\n                <h2 class=\"font-serif font-semibold text-blue text-sm w-4\/5\">\n                    KI4KI project meeting:                 <\/h2>\n                                    <div class=\"mt-base text-blue text-sm font border-l-8  border-blue pl-base my-12 leading-normal \">\n                        How can internal knowledge be processed in such a way that it can be utilised by artificial intelligence? This was the question addressed by the participants at the third network meeting of the KI4KI project, which took place on 8 June 2026 at the IKV in Aachen.                    <\/div>\n                                            <\/div>\n        <\/div>\n    <\/section>\n\n\n\n<p class=\"wp-block-paragraph\">Aachen, June 8, 2026 \u2013 The third networking meeting of the KI4KI project (Artificial Intelligence for Plastics Processing) focused on the structured processing of internal knowledge bases for use in AI applications. Using a local, Retrieval-Augmented Generation (RAG)-based system, the study demonstrated how existing domain knowledge can be efficiently harnessed and made available for various use cases.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n<style type=\"text\/css\">\n    #single-thumbslider-block_3ad80103ac244b8dae0ae60c58906d49 .swiperThumbsNavi .swiper-slide {\n        opacity: 0.4;\n    }\n\n    #single-thumbslider-block_3ad80103ac244b8dae0ae60c58906d49 .swiperThumbsNavi .swiper-slide-thumb-active {\n        opacity: 1;\n    }\n<\/style>\n\n<section id=\"single-thumbslider-block_3ad80103ac244b8dae0ae60c58906d49\" class=\"block-thumbslider   thumbslider  run_single_thumbslider \">\n\n    <div class=\"theGrid12  \">\n        <div class=\"swiper swiperBigSingleThumbslider\n            col-span-12\n            h-[50dvh]\n            md:h-[45vh]\n            lg:h-[50vh]\n            w-full\n            overflow-hidden\n            relative\n\n            \">\n            <div class=\"swiper-wrapper  \">\n                                                                                                                <div class=\"swiper-slide grid grid-cols-12    \">\n                                <div class=\" col-start-1 col-span-12  overflow-hidden \">\n                                    <figure class=\"\n                                            grid\n                                            grid-cols-10\n                                            grid-rows-12\n                                            grid-rows-[repeat(9,1fr)_minmax(0,1fr)_minmax(0,1fr)]\n                                            gap-x-xs\n                                            gap-y-2xs\n                                            w-full !h-full\n                                            overflow-hidden\n                                            relative\n\n                                            \"><img decoding=\"async\"  class=\"\n                                                col-span-10\n                                                row-span-9\n                                                sm:row-span-11\n                                                dn-no-drag\n                                                w-full\n                                                h-full\n                                                object-left-middle\n                                                no-select\n                                                object-contain\n                                            \"  src=\"https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen-5.jpg\" srcset=\"https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen-5.jpg 1800w, https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen-5-748x499.jpg 748w, https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen-5-1536x1024.jpg 1536w, https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen-5-768x512.jpg 768w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" width=\"1800\" height=\"1200\" alt=\"KI4KI-3.Netzwerktreffen-5\" loading=\"lazy\" \/><span class=\"\n                                                img_title\n                                                col-start-8\n                                                col-span-2\n                                                row-start-12\n                                                row-span-1\n                                                hidden\n                                            \">KI4KI-3.Netzwerktreffen-5<\/span><span class=\"\n                                                img_description\n                                                col-start-7\n                                                col-span-4\n                                                md:col-start-9\n                                                md:col-span-2\n                                                row-start-12\n                                                text-xs\n                                                lg:text-xs\n                                                text-right\n                                                sm:text-left\n                                                self-end\n                                                \">&copy; IKV<\/span><figcaption class=\"\n                                                img_caption\n                                                col-start-1\n                                                col-span-10\n                                                sm:col-start-1\n                                                sm:col-span-6\n                                                md:col-start-1\n                                                md:col-span-8\n                                                row-start-11\n                                                sm:row-start-12\n                                                !w-full\n                                                text-xs\n                                                lg:text-sm\n                                                pl-xs\n                                                text-left\n                                                self-end\n                                            \"><\/figcaption><\/figure>                                <\/div>\n                            <\/div>\n                                                                                                                        <div class=\"swiper-slide grid grid-cols-12    \">\n                                <div class=\" col-start-1 col-span-12  overflow-hidden \">\n                                    <figure class=\"\n                                            grid\n                                            grid-cols-10\n                                            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                row-span-1\n                                                hidden\n                                            \">KI4KI-3.Netzwerktreffen-2<\/span><span class=\"\n                                                img_description\n                                                col-start-7\n                                                col-span-4\n                                                md:col-start-9\n                                                md:col-span-2\n                                                row-start-12\n                                                text-xs\n                                                lg:text-xs\n                                                text-right\n                                                sm:text-left\n                                                self-end\n                                                \">&copy; IKV<\/span><figcaption class=\"\n                                                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        col-span-10\n                                                row-span-9\n                                                sm:row-span-11\n                                                dn-no-drag\n                                                w-full\n                                                h-full\n                                                object-left-middle\n                                                no-select\n                                                object-contain\n                                            \"  src=\"https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen-3.jpg\" srcset=\"https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen-3.jpg 1800w, https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen-3-748x499.jpg 748w, https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen-3-1536x1024.jpg 1536w, https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen-3-768x512.jpg 768w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" width=\"1800\" height=\"1200\" alt=\"KI4KI-3.Netzwerktreffen-3\" loading=\"lazy\" \/><span class=\"\n                                                img_title\n                                                col-start-8\n                                                col-span-2\n                                                row-start-12\n                                                row-span-1\n                                                hidden\n                                            \">KI4KI-3.Netzwerktreffen-3<\/span><span class=\"\n                                                img_description\n                                                col-start-7\n                                                col-span-4\n                                                md:col-start-9\n                                                md:col-span-2\n                                                row-start-12\n                                                text-xs\n                                                lg:text-xs\n                                                text-right\n                                                sm:text-left\n                                                self-end\n                                                \">&copy; IKV<\/span><figcaption class=\"\n                                                img_caption\n                                                col-start-1\n                                                col-span-10\n                                                sm:col-start-1\n                                                sm:col-span-6\n                                                md:col-start-1\n                                                md:col-span-8\n                                                row-start-11\n                                                sm:row-start-12\n                                                !w-full\n                                                text-xs\n                                                lg:text-sm\n                                                pl-xs\n                                                text-left\n                                                self-end\n                                            \"><\/figcaption><\/figure>                                <\/div>\n                            <\/div>\n                                                                                                                        <div class=\"swiper-slide grid grid-cols-12    \">\n                                <div class=\" col-start-1 col-span-12  overflow-hidden \">\n                                    <figure class=\"\n                                            grid\n                                            grid-cols-10\n                                            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                row-span-1\n                                                hidden\n                                            \">KI4KI-3.Netzwerktreffen-4<\/span><span class=\"\n                                                img_description\n                                                col-start-7\n                                                col-span-4\n                                                md:col-start-9\n                                                md:col-span-2\n                                                row-start-12\n                                                text-xs\n                                                lg:text-xs\n                                                text-right\n                                                sm:text-left\n                                                self-end\n                                                \">&copy; IKV<\/span><figcaption class=\"\n                                                img_caption\n                                                col-start-1\n                                                col-span-10\n                                                sm:col-start-1\n                                                sm:col-span-6\n                                                md:col-start-1\n                                                md:col-span-8\n                                                row-start-11\n                                                sm:row-start-12\n                                                !w-full\n                                                text-xs\n                                                lg:text-sm\n                                                pl-xs\n                                                text-left\n                                                self-end\n                                            \"><\/figcaption><\/figure>                                <\/div>\n                           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https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen-6-768x512.jpg 768w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" width=\"1800\" height=\"1200\" alt=\"KI4KI-3.Netzwerktreffen-6\" loading=\"lazy\" \/><span class=\"\n                                                img_title\n                                                col-start-8\n                                                col-span-2\n                                                row-start-12\n                                                row-span-1\n                                                hidden\n                                            \">KI4KI-3.Netzwerktreffen-6<\/span><span class=\"\n                                                img_description\n                                                col-start-7\n                                                col-span-4\n                                                md:col-start-9\n                                                md:col-span-2\n                                                row-start-12\n                                                text-xs\n                                                lg:text-xs\n                                                text-right\n                                                sm:text-left\n                                                self-end\n                                                \">&copy; IKV<\/span><figcaption class=\"\n                                                img_caption\n                                                col-start-1\n                                                col-span-10\n                                                sm:col-start-1\n                                                sm:col-span-6\n                                                md:col-start-1\n                                                md:col-span-8\n                                                row-start-11\n                                                sm:row-start-12\n                                                !w-full\n                                                text-xs\n                                                lg:text-sm\n                                                pl-xs\n                                                text-left\n                                                self-end\n                                            \"><\/figcaption><\/figure>                                <\/div>\n                            <\/div>\n                                                                                                                        <div class=\"swiper-slide grid grid-cols-12    \">\n                                <div class=\" col-start-1 col-span-12  overflow-hidden \">\n                                    <figure class=\"\n                                            grid\n                                            grid-cols-10\n                                            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https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen-768x512.jpg 768w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" width=\"1800\" height=\"1200\" alt=\"KI4KI-3.Netzwerktreffen\" loading=\"lazy\" \/><span class=\"\n                                                img_title\n                                                col-start-8\n                                                col-span-2\n                                                row-start-12\n                                                row-span-1\n                                                hidden\n                                            \">KI4KI-3.Netzwerktreffen<\/span><span class=\"\n                                                img_description\n                                                col-start-7\n                                                col-span-4\n                                                md:col-start-9\n                                                md:col-span-2\n                                                row-start-12\n                                                text-xs\n                                                lg:text-xs\n                                                text-right\n                                                sm:text-left\n                                                self-end\n                                                \">&copy; IKV<\/span><figcaption class=\"\n                                                img_caption\n                                                col-start-1\n                                                col-span-10\n                                                sm:col-start-1\n                                                sm:col-span-6\n                                                md:col-start-1\n                                                md:col-span-8\n                                                row-start-11\n                                     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335px) 100vw, 335px\" width=\"335\" height=\"223\" alt=\"KI4KI-3.Netzwerktreffen-4\" loading=\"lazy\" \/><\/figure>                                <\/div>\n                                                                                                                                            <div class=\"swiper-slide   \">\n                                    <figure class=\"\n                                                w-full\n                                                h-full\n                                                relative\n                                            \"><img decoding=\"async\"  class=\"object-cover w-full h-full\"  src=\"https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen-6.jpg\" srcset=\"\" sizes=\"auto, (max-width: 335px) 100vw, 335px\" width=\"335\" height=\"223\" alt=\"KI4KI-3.Netzwerktreffen-6\" loading=\"lazy\" \/><\/figure>                                <\/div>\n                                                                                                                                            <div class=\"swiper-slide   \">\n                                    <figure class=\"\n                                                w-full\n                                                h-full\n                                                relative\n                                            \"><img decoding=\"async\"  class=\"object-cover w-full h-full\"  src=\"https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen-7.jpg\" srcset=\"\" sizes=\"auto, (max-width: 335px) 100vw, 335px\" width=\"335\" height=\"223\" alt=\"KI4KI-3.Netzwerktreffen-7\" loading=\"lazy\" \/><\/figure>                                <\/div>\n                                                                                                                                            <div class=\"swiper-slide   \">\n                                    <figure class=\"\n                                                w-full\n                                                h-full\n                                                relative\n                                            \"><img decoding=\"async\"  class=\"object-cover w-full h-full\"  src=\"https:\/\/ikv-aachen.de\/wp-content\/uploads\/2026\/07\/KI4KI-3.Netzwerktreffen.jpg\" srcset=\"\" sizes=\"auto, (max-width: 335px) 100vw, 335px\" width=\"335\" height=\"223\" alt=\"KI4KI-3.Netzwerktreffen\" loading=\"lazy\" \/><\/figure>                                <\/div>\n                                                                                        <\/div>\n                <div class=\"swiper-button-prev\"><\/div>\n                <div class=\"swiper-button-next\"><\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n\n<\/section>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Key topics included current developments in the field of artificial intelligence, such as agent-based AI, multimodal models, hybrid architectures, and local AI systems. In addition, the \u201cKnowledge Management\u201d AI demonstrator was presented, which is specifically designed for applications in the areas of maintenance and fault analysis.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Another focus was on the technical implementation of modern knowledge management systems. Participants gained insights into techniques such as chunking, embeddings, vector databases, and the local management of AI models. Specific applications were demonstrated using structured experimental data and expert knowledge.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The discussion also covered requirements for data quality, data availability, system integration, and traceability\u2014key prerequisites for the successful use of AI in an industrial setting. It became clear that powerful models alone are not enough: What matters most is a robust data foundation and the effective integration of the systems into existing processes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The program was completed by expert talks on the topics of requirements management and AI-driven product development. At that point, the next focus of the project was already taking shape: applying the insights gained to future applications in product development.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">IKV would like to thank everyone involved for the constructive dialogue and looks forward to continuing to work together within the network.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>How can internal knowledge be processed in a way that makes it usable for artificial intelligence? The participants at the third network meeting of the KI4KI project, which took place on June 8, 2026, at the IKV in Aachen, addressed this issue.<\/p>\n","protected":false},"author":3,"featured_media":13224,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[598,594,590],"tags":[857],"research_fields":[812],"class_list":["post-13242","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-key-research-areas","category-network","category-research","tag-artificial-interlligence","research_fields-digitalisation"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Knowledge management as the foundation for successful AI applications | IKV-Aachen<\/title>\n<meta name=\"description\" content=\"How can internal knowledge be processed in a way that makes it usable for artificial intelligence? 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