{"id":163307,"date":"2026-09-14T07:43:37","date_gmt":"2026-09-14T11:43:37","guid":{"rendered":"https:\/\/pro-file.com\/alle\/datenqualitat-ki-im-plm\/"},"modified":"2026-09-28T13:58:55","modified_gmt":"2026-09-28T17:58:55","slug":"datenqualitat-ki-im-plm","status":"publish","type":"post","link":"https:\/\/pro-file.com\/de\/digitale-bibliothek\/datenqualitat-ki-im-plm\/","title":{"rendered":"Datenqualit\u00e4t und KI im PLM"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"163307\" class=\"elementor elementor-163307 elementor-163301\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c9383b e-flex e-con-boxed e-con e-parent\" data-id=\"3c9383b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-697bf5a e-con-full e-flex e-con e-child\" data-id=\"697bf5a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-08eeaae elementor-widget elementor-widget-heading\" data-id=\"08eeaae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">KI im PLM scheitert an den Daten, nicht am Modell<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ff35ac elementor-widget elementor-widget-image\" data-id=\"8ff35ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"476\" src=\"https:\/\/pro-file.com\/wp-content\/uploads\/sites\/16\/2026\/09\/dl-ai-enabled.jpg\" class=\"attachment-large size-large wp-image-163456\" alt=\"Eine Person tippt auf einem Laptop mit holografischen Symbolen, auf dessen Bildschirm der Text \u201ePLM\u201c angezeigt wird. Dies steht f\u00fcr eine fortschrittliche Technologie zum Produktlebenszyklusmanagement, deren Schwerpunkt auf der Verbesserung der Datenqualit\u00e4t im PLM liegt.\" srcset=\"https:\/\/pro-file.com\/wp-content\/uploads\/sites\/16\/2026\/09\/dl-ai-enabled.jpg 800w, https:\/\/pro-file.com\/wp-content\/uploads\/sites\/16\/2026\/09\/dl-ai-enabled-300x179.jpg 300w, https:\/\/pro-file.com\/wp-content\/uploads\/sites\/16\/2026\/09\/dl-ai-enabled-768x457.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25ddc7d elementor-widget elementor-widget-text-editor\" data-id=\"25ddc7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t60 % der KI-Projekte werden 2026 aufgegeben, weil KI-f\u00e4hige Daten fehlen. Dieses Whitepaper zeigt, warum die Datenqualit\u00e4t und nicht das Modell, der eigentliche Engpass. \n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b8e02c9 elementor-widget elementor-widget-heading\" data-id=\"b8e02c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Das erfahren Sie\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d35c4cf elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"d35c4cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Warum KI verst\u00e4rkt, was in Ihren Daten steckt, Gutes wie Schlechtes<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Die drei Dimensionen der Datenqualit\u00e4t und ein f\u00fcnfstufiges Reifegradmodell<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Was schlechte Datenqualit\u00e4t im Engineering wirklich kostet<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Warum KI-Agenten und das Model Context Protocol (MCP) den Einsatz erh\u00f6hen<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Eine Selbsteinsch\u00e4tzung und eine pragmatische 90-Tage-Roadmap<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2fca85 elementor-widget elementor-widget-text-editor\" data-id=\"e2fca85\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tKI l\u00e4uft auf sauberen Daten. PRO.FILE macht Ihre bereit. \n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-52c6dc8 e-con-full e-flex e-con e-child\" data-id=\"52c6dc8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1b728cd elementor-widget elementor-widget-shortcode\" data-id=\"1b728cd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n\t\t\t\t\t\t<script>\n\t\t\t\t\t\t\twindow.hsFormsOnReady = window.hsFormsOnReady || [];\n\t\t\t\t\t\t\twindow.hsFormsOnReady.push(()=>{\n\t\t\t\t\t\t\t\thbspt.forms.create({\n\t\t\t\t\t\t\t\t\tportalId: 4541184,\n\t\t\t\t\t\t\t\t\tformId: \"7bddcff4-7a5c-4626-bff9-30e387bcb738\",\n\t\t\t\t\t\t\t\t\ttarget: \"#hbspt-form-1790730341000-9916815070\",\n\t\t\t\t\t\t\t\t\tregion: \"na1\",\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t})});\n\t\t\t\t\t\t<\/script>\n\t\t\t\t\t\t<div class=\"hbspt-form\" id=\"hbspt-form-1790730341000-9916815070\"><\/div><\/div>\n\t\t\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<div class=\"elementor-element elementor-element-9f433d8 e-flex e-con-boxed e-con e-parent\" data-id=\"9f433d8\" 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-e4817ee e-con-full e-flex e-con e-child\" data-id=\"e4817ee\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fdbc55a elementor-widget elementor-widget-heading\" data-id=\"fdbc55a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Three independent studies, one finding\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a8dc3cf e-con-full e-flex e-con e-child\" data-id=\"a8dc3cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-81d754d e-con-full e-flex e-con e-child\" data-id=\"81d754d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5973693 elementor-widget elementor-widget-heading\" data-id=\"5973693\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">60%<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4009483 elementor-widget elementor-widget-text-editor\" data-id=\"4009483\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tof AI projects will be abandoned by 2026 for lack of AI-ready data\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e25924 elementor-widget elementor-widget-text-editor\" data-id=\"4e25924\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tGartner, February 2025 (248 respondents)\n\t\t\t\t\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-16251bb e-con-full e-flex e-con e-child\" data-id=\"16251bb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-edf9f1a e-con-full e-flex e-con e-child\" data-id=\"edf9f1a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bad811e elementor-widget elementor-widget-heading\" data-id=\"bad811e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">60%<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9db2a1c elementor-widget elementor-widget-text-editor\" data-id=\"9db2a1c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tof industrial companies cite data quality as their #1 AI barrier\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f229341 elementor-widget elementor-widget-text-editor\" data-id=\"f229341\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tCIMdata, AI in Industry (PLM Forum, 7 April 2026)\n\t\t\t\t\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-76ada19 e-con-full e-flex e-con e-child\" data-id=\"76ada19\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-689d2ba e-con-full e-flex e-con e-child\" data-id=\"689d2ba\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a8c5f8 elementor-widget elementor-widget-heading\" data-id=\"3a8c5f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">56%<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7efaa89 elementor-widget elementor-widget-text-editor\" data-id=\"7efaa89\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tof industrial companies use AI only in selected areas, not yet at scale\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d427ce elementor-widget elementor-widget-text-editor\" data-id=\"7d427ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tPRO.FILE Smart Manufacturing Report 2026\n\t\t\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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>60 % der KI-Projekte werden mangels KI-tauglicher Daten aufgegeben. Dieses Whitepaper zeigt auf, warum die Datenqualit\u00e4t \u2013 und nicht das Modell \u2013 der eigentliche Engpass im PLM ist. <\/p>\n","protected":false},"author":62,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[570],"tags":[],"class_list":["post-163307","post","type-post","status-publish","format-standard","hentry","category-digitale-bibliothek"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.5 (Yoast SEO v28.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Datenqualit\u00e4t und KI im PLM | PRO.FILE<\/title>\n<meta name=\"description\" content=\"Erfahren Sie, warum 60 % der KI-Projekte aufgrund mangelhafter Daten und nicht wegen des Modells scheitern. 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