{"id":25462,"date":"2025-01-22T18:09:11","date_gmt":"2025-01-22T12:39:11","guid":{"rendered":"https:\/\/www.verdantis.com\/?p=25462"},"modified":"2026-01-12T15:58:29","modified_gmt":"2026-01-12T10:28:29","slug":"mro-datenverwaltung","status":"publish","type":"post","link":"https:\/\/www.verdantis.com\/de\/mro-datenverwaltung\/","title":{"rendered":"Die Grundlagen der MRO-Datenverwaltung [Mit L\u00f6sungen]"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"25462\" class=\"elementor elementor-25462\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4def887 e-flex e-con-boxed e-con e-parent\" data-id=\"4def887\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b93bda2 elementor-widget elementor-widget-text-editor\" data-id=\"b93bda2\" 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>Die Prozesse im Bereich Wartung, Reparatur und Betrieb [MRO], insbesondere in gro\u00dfen Fertigungs- oder produktionsintensiven Unternehmen, erfordern die Verwaltung, Generierung, Verarbeitung und Synchronisierung einer gro\u00dfen Menge von Daten \u00fcber mehrere Organisationssysteme hinweg.<\/p><p>Diese Daten k\u00f6nnen sich auf Ersatzteile, Verbrauchsmaterialien, Anlageverm\u00f6gen, Best\u00e4nde, Lieferanten, Arbeitsauftr\u00e4ge, St\u00fccklisten f\u00fcr Ger\u00e4te usw. beziehen.<\/p>\t\t\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-96c2ebf e-flex e-con-boxed e-con e-parent\" data-id=\"96c2ebf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6bdcbc9 elementor-view-stacked 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0-2.311-.249-3.394-.757-2.81-1.316-4.604-4.14-4.604-7.243v-28.264h-21.093v92.294h92.294v-92.294zm0-108.294h-21.093v28.264c0 3.103-1.795 5.927-4.604 7.244-1.083.508-2.243.756-3.394.756-1.836 0-3.654-.631-5.119-1.851l-11.937-9.936-11.936 9.935c-2.385 1.986-5.703 2.413-8.514 1.095-2.81-1.317-4.604-4.14-4.604-7.244v-28.264h-21.093v92.294h92.294zm64.349 134.604-2.202-1.832-11.937 9.935c-1.465 1.22-3.283 1.852-5.119 1.852-1.152 0-2.311-.248-3.394-.756-2.81-1.317-4.604-4.141-4.604-7.244v-28.264h-21.093v92.294h48.349zm161.24-34.405.238.062h.002s.001 0 .002 0l.047.012c1.191.311 2.403-.337 2.755-1.473l15.21-49.082-9.263-2.406-10.679 50.251c-.248 1.168.493 2.325 1.688 2.636zm-117.211 130.085h132.691v-121.192c-2.71 3.601-6.668 6.052-11.065 6.912l-2.781 10.702c-.707 2.722-2.735 4.746-5.218 5.575 0 .022.003.044.003.066 0 4.418-3.582 8-8 8h-58.7c-4.418 0-8-3.582-8-8s3.582-8 8-8h56.18c.024-.552.104-1.109.248-1.665l2.759-10.617c-2.368-1.953-4.202-4.454-5.334-7.272h-53.853c-4.418 0-8-3.582-8-8s3.582-8 8-8h54.097l1.608-7.565h-55.705c-4.418 0-8-3.582-8-8s3.582-8 8-8h58.7c.135 0 .267.014.401.02l2.433-11.447-138.206-.689c1.104 2.835 1.711 5.919 1.711 9.141v193.062c0 5.105 4.153 9.259 9.258 9.259h3.623c6.087-1.052 7.505-5.359 7.207-21.551-.03-1.617-.059-3.206-.059-4.738.002-4.419 3.584-8.001 8.002-8.001zm156.336-255.486c-1.12-2.011-3.028-3.493-5.235-4.066-.683-.178-1.384-.265-2.084-.265-1.556 0-3.108.432-4.455 1.265-.987.61-2.722 2-3.242 4.448l-.211.993 15.584 4.048.304-.982c.737-2.378-.098-4.43-.661-5.441zm-50.704 208.669h-58.7c-4.418 0-8 3.582-8 8s3.582 8 8 8h58.7c4.418 0 8-3.582 8-8s-3.581-8-8-8zm0-35.555h-58.7c-4.418 0-8 3.582-8 8s3.582 8 8 8h58.7c4.418 0 8-3.582 8-8s-3.581-8-8-8z\"><\/path><\/svg>\t\t\t\t<\/span>\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<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tBest\u00e4nde - Uneinheitliche Systeme und veraltete Bestandsaufzeichnungen f\u00fchren zu kostspieligen Ungleichgewichten.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\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 class=\"elementor-element elementor-element-f1d6cba elementor-view-stacked elementor-position-inline-start elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"f1d6cba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Capa_1\" height=\"512\" viewbox=\"0 0 512 512\" width=\"512\"><g><circle cx=\"256\" cy=\"70\" r=\"70\"><\/circle><path d=\"m211 272h-45v40c0 8.284-6.716 15-15 15s-15-6.716-15-15v-40h-30c-8.284 0-15 6.716-15 15v75h120z\"><\/path><path d=\"m376 312c0 8.284-6.716 15-15 15s-15-6.716-15-15v-40h-45v90h120v-75c0-8.284-6.716-15-15-15h-30z\"><\/path><path d=\"m241 257v105h30v-105c0-8.284 6.716-15 15-15h100.913c-10.038-39.805-37.801-72.631-74.366-89.57-16.095 11.076-35.575 17.57-56.547 17.57s-40.452-6.494-56.547-17.57c-36.565 16.939-64.328 49.765-74.366 89.57h100.913c8.284 0 15 6.716 15 15z\"><\/path><path d=\"m256 392c-33.084 0-60 26.916-60 60s26.916 60 60 60 60-26.916 60-60-26.916-60-60-60zm0 75c-8.284 0-15-6.716-15-15s6.716-15 15-15 15 6.716 15 15-6.716 15-15 15z\"><\/path><path d=\"m452 392c-33.084 0-60 26.916-60 60s26.916 60 60 60 60-26.916 60-60-26.916-60-60-60zm0 75c-8.284 0-15-6.716-15-15s6.716-15 15-15 15 6.716 15 15-6.716 15-15 15z\"><\/path><path d=\"m127.02 392c14.28 15.935 22.98 36.969 22.98 60s-8.7 44.065-22.98 60h61.96c-14.28-15.935-22.98-36.969-22.98-60s8.7-44.065 22.98-60z\"><\/path><path d=\"m323.02 392c14.28 15.935 22.98 36.969 22.98 60s-8.7 44.065-22.98 60h61.96c-14.28-15.935-22.98-36.969-22.98-60s8.7-44.065 22.98-60z\"><\/path><path d=\"m60 392c-33.084 0-60 26.916-60 60s26.916 60 60 60 60-26.916 60-60-26.916-60-60-60zm0 75c-8.284 0-15-6.716-15-15s6.716-15 15-15 15 6.716 15 15-6.716 15-15 15z\"><\/path><\/g><\/svg>\t\t\t\t<\/span>\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<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tLieferanten - Duplikate und inkonsistente Angaben machen es schwer, den Lieferantendaten zu vertrauen.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1e443ff e-flex e-con-boxed e-con e-parent\" data-id=\"1e443ff\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b2df39 elementor-widget elementor-widget-text-editor\" data-id=\"5b2df39\" 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>Diese Datens\u00e4tze werden in der Regel in ERP-Systemen verwaltet, und aufgrund ihres schieren Volumens, des Umfangs der Nutzung und des Fehlens von Datenverwaltungsprotokollen erodiert ihre Datenqualit\u00e4t mit der Zeit.<\/p><p>Probleme mit der Datenqualit\u00e4t bei Ersatzteilen sind im Allgemeinen am h\u00e4ufigsten, gefolgt von MRO-Lieferanten und Ausr\u00fcstung.<\/p>\t\t\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-d95e054 e-flex e-con-boxed e-con e-parent\" data-id=\"d95e054\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4423cf8 elementor-widget elementor-widget-heading\" data-id=\"4423cf8\" 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\" id=\"key-mro-data-quality-issues-their-consequences\">Die wichtigsten Probleme der MRO-Datenqualit\u00e4t und ihre Folgen<\/h2>\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-c17c79a e-flex e-con-boxed e-con e-parent\" data-id=\"c17c79a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a799a0 elementor-widget elementor-widget-heading\" data-id=\"9a799a0\" 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\">Daten duplizieren<\/p>\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-ae97391 e-flex e-con-boxed e-con e-parent\" data-id=\"ae97391\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-61fd71a elementor-widget elementor-widget-text-editor\" data-id=\"61fd71a\" 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>Aufgrund mangelhafter Datenverwaltung und nahezu fehlender Data Governance-Standards f\u00fcr Ersatzteile werden im Laufe der Zeit mehrere Datens\u00e4tze f\u00fcr ein und dasselbe Teil, einen Lieferanten oder eine Ausr\u00fcstung erstellt.<\/p><p>Die Herausforderung besteht jedoch darin, dass Stammdatensysteme auf einem \"Golden Record\"-Standard aufgebaut sind, d.h. jeder erstellte Datensatz verweist auf ein eindeutiges Produkt, Teil, Ger\u00e4t oder einen Lieferanten.<\/p><p>Doppelte Datens\u00e4tze f\u00fchren dazu, dass das MRO-Bestandsverwaltungssystem glaubt, dass es sich um zwei verschiedene Ersatzteile handelt, was zu mehrfachen Beschaffungsauftr\u00e4gen, einer \u00dcberbevorratung von Ersatzteilen und letztendlich zu einer \u00dcberbevorratung f\u00fchrt,<strong> <em>h\u00f6here Beschaffungs- und Lagerkosten<\/em>.<\/strong><\/p>\t\t\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-2d278aa e-flex e-con-boxed e-con e-parent\" data-id=\"2d278aa\" 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\t\t<div class=\"elementor-element elementor-element-75f592a elementor-blockquote--skin-boxed elementor-blockquote--button-color-official elementor-widget elementor-widget-blockquote\" data-id=\"75f592a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tUntersuchungen, die wir bei Verdantis mit anonymisierten Unternehmensdaten durchgef\u00fchrt haben, haben ergeben, dass die Beschaffungskosten in MRO-Datens\u00e4tzen, die voller Duplikate sind, um 20% - 35% \u00fcberh\u00f6ht sein k\u00f6nnen.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\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-be92234 e-flex e-con-boxed e-con e-parent\" data-id=\"be92234\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad4953a mac elementor-widget elementor-widget-image\" data-id=\"ad4953a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Data-Cleansing-and-Enrichment-Flowchart.png\" class=\"attachment-large size-large wp-image-27703\" alt=\"Ein Flussdiagramm, das den Prozess der MRO-Datenbereinigung und -anreicherung beschreibt\" srcset=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Data-Cleansing-and-Enrichment-Flowchart.png 1024w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Data-Cleansing-and-Enrichment-Flowchart-300x225.png 300w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Data-Cleansing-and-Enrichment-Flowchart-768x576.png 768w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Data-Cleansing-and-Enrichment-Flowchart-150x113.png 150w\" 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>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6763129 e-flex e-con-boxed e-con e-parent\" data-id=\"6763129\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52b0f88 elementor-widget elementor-widget-heading\" data-id=\"52b0f88\" 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<span class=\"elementor-heading-title elementor-size-default\">Ungenaue &amp; unvollst\u00e4ndige Daten<\/span>\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-6f57a3c e-flex e-con-boxed e-con e-parent\" data-id=\"6f57a3c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-16b5114 elementor-widget elementor-widget-text-editor\" data-id=\"16b5114\" 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>Datens\u00e4tze, die in aller Eile aktualisiert werden, um einen Artikel zu beschaffen, ohne die richtigen Informationen, Attribute, Spezifikationen oder Details zu aktualisieren, sind ein recht h\u00e4ufiges Problem.<\/p><p>Dies ist ein schwerwiegendes Problem der Datenqualit\u00e4t und einer der Gr\u00fcnde, die das oben erw\u00e4hnte Problem #1 noch versch\u00e4rfen.<\/p><p>Fehlende Informationen \u00fcber ein bestimmtes Ersatzteil eines Anbieters k\u00f6nnen beispielsweise zu falschen Entscheidungen f\u00fchren, die Verschwendung und falsche Beschaffungen zur Folge haben und im Falle kritischer Wartungsarbeiten direkt zu Produktionsausf\u00e4llen f\u00fchren k\u00f6nnen.<\/p><p>Das Fehlen von Schl\u00fcsselinformationen wie Herstellernamen oder Teilenummern erschwert die Feststellung, ob es sich um einen \"aktiven\" oder \"veralteten\" Artikel handelt.<\/p>\t\t\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-5843cf4 e-flex e-con-boxed e-con e-parent\" data-id=\"5843cf4\" 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\t\t<div class=\"elementor-element elementor-element-e3d4b2b elementor-blockquote--skin-quotation elementor-blockquote--button-color-official elementor-widget elementor-widget-blockquote\" data-id=\"e3d4b2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tEine weitere interne Untersuchung von Verdantis hat ergeben, dass sich durch saubere und aktuelle MRO-Aufzeichnungen die Kosten f\u00fcr Produktionsausf\u00e4lle und unregelm\u00e4\u00dfige Ausgaben um bis zu 30% senken lassen.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\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-cc25ffb e-flex e-con-boxed e-con e-parent\" data-id=\"cc25ffb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7927248 elementor-widget elementor-widget-heading\" data-id=\"7927248\" 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<span class=\"elementor-heading-title elementor-size-default\">Unsynchronisierte Informationen<\/span>\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-d5b026b e-flex e-con-boxed e-con e-parent\" data-id=\"d5b026b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a4a6f58 elementor-widget elementor-widget-text-editor\" data-id=\"a4a6f58\" 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>Der reibungslose Ablauf eines MRO-Prozesses h\u00e4ngt in hohem Ma\u00dfe von der Synchronisierung von Daten zwischen verschiedenen Datendom\u00e4nen und sogar zwischen Stammdatens\u00e4tzen und anderen digitalen Modulen im ERP-System ab.<\/p><p>Diese Daten werden durch \"Verkn\u00fcpfungen\" synchronisiert, bei denen es sich im Grunde um eindeutige IDs handelt, die einen Datensatz \u00fcber verschiedene Datens\u00e4tze hinweg verbinden.<\/p><ul><li><p>Verkn\u00fcpfungen von der digitalen St\u00fcckliste zu Ersatzteilen stellt Referenzen von Ersatzteildatens\u00e4tzen zu Anlageg\u00fctern her<\/p><\/li><li><p>Ersatzteile zum Inventarverwaltungssystem stellt die Verbindung zum Inventarverwaltungssystem her<\/p><\/li><li><p>Die Daten aus der Bewertung der Kritikalit\u00e4t von Ersatzteilen sollten auch mit dem MRO-Stamm abgeglichen werden, um festzustellen, welche Ersatzteile kritisch und welche unkritisch sind.<\/p><\/li><li><p>Obwohl die meisten MRO-Datenverwaltungsl\u00f6sungen nicht daf\u00fcr geeignet sind, sollten Ersatzteile nach ihrer Beschaffenheit in langsam drehende, schnell drehende, veraltete usw. klassifiziert werden.<\/p><\/li><\/ul><p>Diese Synchronisierung der Daten ebnet dann den Weg <a href=\"https:\/\/www.verdantis.com\/mro-inventory-management\/\">f\u00fcr softwarebasierte MRO-Bestandsverwaltungsl\u00f6sungen<\/a> alle richtigen Daten f\u00fcr eine nahtlose Optimierung der Lagerbest\u00e4nde zu haben.<\/p>\t\t\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-6b88d2e e-flex e-con-boxed e-con e-parent\" data-id=\"6b88d2e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d3f7d3e mac elementor-widget elementor-widget-image\" data-id=\"d3f7d3e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/MRO-Data-Management.png\" class=\"attachment-large size-large wp-image-34750\" alt=\"Ein Flussdiagramm, das MRO-Datenprobleme wie Duplikate und nicht synchronisierte Datens\u00e4tze zeigt, mit KI-gesteuerten Schritten zur Normalisierung, Anreicherung und Systemintegration - was zu genauen St\u00fccklisten, besserer Bestandskontrolle und geringeren Ausfallzeiten f\u00fchrt.\" srcset=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/MRO-Data-Management.png 1024w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/MRO-Data-Management-300x225.png 300w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/MRO-Data-Management-768x576.png 768w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/MRO-Data-Management-16x12.png 16w\" 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>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dd9d05e e-flex e-con-boxed e-con e-parent\" data-id=\"dd9d05e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e64f5f1 elementor-widget elementor-widget-heading\" data-id=\"e64f5f1\" 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<span class=\"elementor-heading-title elementor-size-default\">Die wichtigsten Interessenvertreter im MRO-Datenmanagement<\/span>\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-f15c33f e-flex e-con-boxed e-con e-parent\" data-id=\"f15c33f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ced50df elementor-widget elementor-widget-text-editor\" data-id=\"ced50df\" 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>Das MRO-Datenmanagement ist entscheidend f\u00fcr die Gew\u00e4hrleistung der Betriebszeit von Ger\u00e4ten und der betrieblichen Effizienz. Saubere, konsistente Daten helfen den Wartungsteams, die richtigen Teile schneller zu finden, erm\u00f6glichen eine genaue Bestandsplanung und reduzieren Verz\u00f6gerungen bei der Beschaffung - und damit letztlich Kosteneinsparungen und die Vermeidung von Ausfallzeiten.<\/p>\t\t\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-56e17d4 e-con-full e-flex e-con e-child\" data-id=\"56e17d4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d43032f elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"d43032f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\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<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tWartungsmanager &amp; Ingenieure\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tVerlassen Sie sich auf genaue Teilebeschreibungen und Spezifikationen, um Ausfallzeiten zu minimieren und Reparaturen zu optimieren.\t\t\t\t\t<\/p>\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 class=\"elementor-element elementor-element-a14da04 elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"a14da04\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\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<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tFachleute f\u00fcr Beschaffung und Lieferkette\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tVerlassen Sie sich auf saubere, klassifizierte MRO-Daten, um Doppeleink\u00e4ufe zu vermeiden, das Lieferantenrisiko zu reduzieren und Beschaffungsentscheidungen zu optimieren.\t\t\t\t\t<\/p>\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 class=\"elementor-element elementor-element-2fce3cb elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"2fce3cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\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<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tLeiter Anlagenbetrieb &amp; Zuverl\u00e4ssigkeit\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tNutzen Sie vertrauensw\u00fcrdige MRO-Daten, um die Zuverl\u00e4ssigkeit von Anlagen zu verbessern, vorbeugende Wartung zu planen und Betriebsunterbrechungen zu reduzieren.\t\t\t\t\t<\/p>\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 class=\"elementor-element elementor-element-8c63080 elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"8c63080\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\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<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tTeams f\u00fcr Inventar- und Materialverwaltung\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tSie ben\u00f6tigen standardisierte Daten, um Lagerbest\u00e4nde effektiv zu verwalten, \u00dcberbest\u00e4nde zu vermeiden und tote Best\u00e4nde zu eliminieren.\t\t\t\t\t<\/p>\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 class=\"elementor-element elementor-element-b5ce122 elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"b5ce122\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\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<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tIT &amp; Stammdaten-Teams\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tSichern Sie die systemweite Konsistenz durch die Integration von MRO-Daten in ERP-, EAM- und CMMS-Plattformen.\t\t\t\t\t<\/p>\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 class=\"elementor-element elementor-element-46cbd4f elementor-view-stacked elementor-widget__width-initial elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"46cbd4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-person-fill\"><\/i>\t\t\t\t<\/span>\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<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tDigitale Transformation &amp; Verm\u00f6gensverwalter\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tNutzen Sie hochwertige MRO-Daten, um KI, Analytik und vorausschauende Wartungsinitiativen zu erm\u00f6glichen.\t\t\t\t\t<\/p>\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<div class=\"elementor-element elementor-element-a52dd4d e-flex e-con-boxed e-con e-parent\" data-id=\"a52dd4d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8591a46 elementor-widget elementor-widget-heading\" data-id=\"8591a46\" 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\" id=\"how-to-solve-for-these-data-quality-issues\">Wie l\u00f6sen Sie diese Probleme mit der Datenqualit\u00e4t?<\/h2>\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-03b7132 e-flex e-con-boxed e-con e-parent\" data-id=\"03b7132\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e991ccc elementor-widget elementor-widget-text-editor\" data-id=\"e991ccc\" 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>Die L\u00f6sung f\u00fcr diese anhaltende Herausforderung kann in 2 Teile aufgeteilt werden;<\/p>\n<ol>\n<li>\n<p>Normalisierung vorhandener Daten<\/p>\n<\/li>\n<li>\n<p>Erstellung von zuk\u00fcnftigen Eintr\u00e4gen\/Datens\u00e4tzen<\/p>\n<\/li>\n<\/ol>\n<p>Dies erfordert eine vollst\u00e4ndige Standardisierung der Altdaten, die sich im Laufe der Jahre angesammelt haben, und eine gr\u00fcndliche Bereinigung. Dazu geh\u00f6ren das Aussortieren doppelter Eintr\u00e4ge, die Anreicherung der erforderlichen Informationen, die Extraktion von Attributen aus den Datens\u00e4tzen und die Synchronisierung der Informationen mit anderen Datenquellen.<\/p>\n<p>\u00dcber den Standard hinaus <a href=\"https:\/\/www.verdantis.com\/mro-data-cleansing\/\">MRO-Daten-Scrubbing<\/a>Softwarel\u00f6sungen k\u00f6nnen auch Verbindungen zwischen verschiedenen Bereichen herstellen und einen Querverweis zwischen beiden herstellen.<\/p>\n<p>Bislang waren Unternehmen weitgehend auf gro\u00dfe Teams angewiesen, die diese Datens\u00e4tze manuell bereinigten. Die Genauigkeit solcher Prozesse war zwar \u00fcberschaubar, aber die Durchlaufzeit f\u00fcr die Ausf\u00fchrung einer solchen <a href=\"https:\/\/www.verdantis.com\/master-data-cleansing\/\">Bereinigungs\u00fcbung f\u00fcr Stammdatens\u00e4tze<\/a> war recht hoch.<\/p>\n<p>In j\u00fcngster Zeit jedoch, mit dem Aufkommen speziell entwickelter KI-Modelle, sind MRO-Datenbereinigungen heute viel genauer und k\u00f6nnen in einem Bruchteil der Zeit mit KI-Agenten durchgef\u00fchrt werden, die auf Millionen von Lieferanten, Ersatzteilen oder Ausr\u00fcstungsdatens\u00e4tzen trainiert sind.<\/p>\n<p>Das folgende Video zeigt, wie Harmonize, eine Softwarel\u00f6sung, die solche KI-Agenten einsetzt, Altdaten mit einer Genauigkeit von &gt;95% normalisieren kann.<\/p>\t\t\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-ad87fa4 e-flex e-con-boxed e-con e-parent\" data-id=\"ad87fa4\" 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\t\t<div class=\"elementor-element elementor-element-a215819 elementor-widget elementor-widget-text-editor\" data-id=\"a215819\" 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>Das folgende Video zeigt den Prozess der Datenanreicherung mit unserer Datenharmonisierungsl\u00f6sung:<\/p>\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-85b0201 elementor-widget elementor-widget-video\" data-id=\"85b0201\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;start&quot;:6,&quot;video_type&quot;:&quot;hosted&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/Harmonize-Demo-V2.mp4#t=6\" controls=\"\" preload=\"metadata\" controlslist=\"nodownload\"><\/video>\n\t\t\t\t<\/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-d0dd556 e-flex e-con-boxed e-con e-parent\" data-id=\"d0dd556\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8a328f3 elementor-widget elementor-widget-heading\" data-id=\"8a328f3\" 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<span class=\"elementor-heading-title elementor-size-default\">Erstellung von zuk\u00fcnftigen Eintr\u00e4gen\/Datens\u00e4tzen<\/span>\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-944323b e-flex e-con-boxed e-con e-parent\" data-id=\"944323b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-27af2a3 elementor-widget elementor-widget-text-editor\" data-id=\"27af2a3\" 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>Die Bereinigung von Altdaten sch\u00fctzt zwar die Unversehrtheit von MRO-Daten aus der Vergangenheit, aber es gibt kaum etwas, das verhindert, dass diese Datenqualit\u00e4tsprobleme wieder auftauchen.<\/p><p>Daher greifen Unternehmen in der Regel auf eine softwarebasierte L\u00f6sung zur\u00fcck, die mit Ihren ERP-Systemen und dem MRO-Master integriert ist, um mithilfe einer Kombination aus KI-Modellen und leistungsstarken Fuzzy-Match-Systemen zu verhindern, dass Duplikate \u00fcberhaupt erst entstehen.<\/p><p>Manche bezeichnen dies auch als <a href=\"https:\/\/www.verdantis.com\/mro-data-governance-solutions\/\">eine MRO Data Governance L\u00f6sung<\/a>.<\/p>\t\t\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-165c0de e-flex e-con-boxed e-con e-parent\" data-id=\"165c0de\" 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\t\t<div class=\"elementor-element elementor-element-ad3f2b0 elementor-widget elementor-widget-text-editor\" data-id=\"ad3f2b0\" 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>Das folgende Video zeigt die wichtigsten Funktionen unserer Data Governance-L\u00f6sung:<\/p>\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-6e865be elementor-widget elementor-widget-video\" data-id=\"6e865be\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;start&quot;:6,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/Integrity-Demo.mp4#t=6\" controls=\"\" preload=\"metadata\" controlslist=\"nodownload\"><\/video>\n\t\t\t\t<\/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-f5b0142 e-flex e-con-boxed e-con e-parent\" data-id=\"f5b0142\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d404556 elementor-widget elementor-widget-heading\" data-id=\"d404556\" 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\" id=\"beyond-master-data\">Jenseits von Stammdaten<\/h2>\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-f332cf6 e-flex e-con-boxed e-con e-parent\" data-id=\"f332cf6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1b90eaf elementor-widget elementor-widget-text-editor\" data-id=\"1b90eaf\" 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>Bisher haben wir im Gro\u00dfen und Ganzen das abgedeckt, was als Standardangebot im MRO-Datenmanagement gilt.<\/p>\n<p>Unternehmen, die sich mit ihren MRO-Datenmanagementstrategien einen echten Wettbewerbsvorteil verschaffen wollen, verbessern die Qualit\u00e4t der Daten jedoch mit neuartigen Ans\u00e4tzen und neuen Techniken f\u00fcr diesen Ansatz.<\/p>\t\t\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-dbe97b9 e-flex e-con-boxed e-con e-parent\" data-id=\"dbe97b9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0d390ea elementor-widget elementor-widget-heading\" data-id=\"0d390ea\" 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<span class=\"elementor-heading-title elementor-size-default\">Kennzeichnung veralteter Teile<\/span>\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-b4eae4d e-flex e-con-boxed e-con e-parent\" data-id=\"b4eae4d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-745b011 elementor-widget elementor-widget-text-editor\" data-id=\"745b011\" 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>Moderne MRO-Datenmanagementl\u00f6sungen k\u00f6nnen heute Ihre gesamten vorhandenen MRO-Ersatzteildaten durchforsten und den \"Status\" eines jeden Teils ermitteln, d.h. ein Ersatzteil als \"veraltet\" oder \"aktiv\" kennzeichnen - was eine effektivere <a href=\"http:\/\/www.verdantis.com\/parts-obsolescence-management\/\">Verwaltung von Obsoleszenzdaten f\u00fcr Ersatzteile.<\/a><\/p><p>Dies ist nun durch den Einsatz von KI-Agenten m\u00f6glich, die selbstst\u00e4ndig ein kontextbezogenes Verst\u00e4ndnis entwickeln k\u00f6nnen, indem sie auf Anbieterkataloge, Websites und Informationen aus offenen und propriet\u00e4ren Quellen zugreifen.<\/p>\t\t\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-ea3079a e-flex e-con-boxed e-con e-parent\" data-id=\"ea3079a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-56352b4 elementor-widget elementor-widget-heading\" data-id=\"56352b4\" 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<span class=\"elementor-heading-title elementor-size-default\">Identifizierung strategischer Lieferanten und alternativer Teile<\/span>\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-df939b2 e-flex e-con-boxed e-con e-parent\" data-id=\"df939b2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f1f605 elementor-widget elementor-widget-text-editor\" data-id=\"3f1f605\" 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>Agentische KI-L\u00f6sungen k\u00f6nnen auch die Ersatzteildaten durchforsten und alternative Ersatzteile und Lieferanten f\u00fcr diese Ersatzteile identifizieren.<\/p><p><a href=\"https:\/\/www.verdantis.com\/spare-parts-management\/\">Diese Verwaltung von Ersatzteilen<\/a> ist entscheidend f\u00fcr den Aufbau eines exzellenten MRO-Managements, die Optimierung und Analyse von MRO-Ausgaben und ist Teil einer umfassenden MRO-Beschaffungsstrategie.<\/p><p>Sobald der Name des Herstellers oder die Teilenummer f\u00fcr Ersatzteile ermittelt sind, sollten diese Daten mit den folgenden Informationen abgeglichen werden k\u00f6nnen <a href=\"https:\/\/www.verdantis.com\/vendor-master-data\/\">der Lieferantenstamm<\/a>und bauen so ein ganzheitliches <a href=\"https:\/\/www.verdantis.com\/multi-domain-mdm\/\">Multi-Domain MDM-System<\/a><\/p>\t\t\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-0115049 e-flex e-con-boxed e-con e-parent\" data-id=\"0115049\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f3ddc99 elementor-widget elementor-widget-heading\" data-id=\"f3ddc99\" 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<span class=\"elementor-heading-title elementor-size-default\">Inventarisierung<\/span>\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-c714e3a e-flex e-con-boxed e-con e-parent\" data-id=\"c714e3a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e38532f elementor-widget elementor-widget-text-editor\" data-id=\"e38532f\" 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>Zusammen mit der Bewertung der kritischen MRO-Ausr\u00fcstung und -Teile, der Art der Ersatzteile und der Verbindungen zwischen ihnen kann ein zuverl\u00e4ssiger MRO-Datensatz die M\u00f6glichkeiten einer MRO-Bestandsverwaltungssoftware erweitern<\/p>\t\t\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-a6f93b0 e-flex e-con-boxed e-con e-parent\" data-id=\"a6f93b0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e87ba9f elementor-widget elementor-widget-heading\" data-id=\"e87ba9f\" 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<span class=\"elementor-heading-title elementor-size-default\">Extrahieren von Daten aus digitalen St\u00fccklisten<\/span>\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-6153cfb e-flex e-con-boxed e-con e-parent\" data-id=\"6153cfb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b599eaf elementor-widget elementor-widget-text-editor\" data-id=\"b599eaf\" 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-start=\"0\" data-end=\"401\">Agentische KI-Tools k\u00f6nnen den Prozess der <a href=\"https:\/\/www.verdantis.com\/bom-management\/\">Verwaltung von St\u00fccklistendaten<\/a> indem Sie Daten aus digitalen St\u00fccklisten (BOMs) extrahieren.  Diese liegen oft in Formaten wie PDF-Dateien, Excel-Dateien, ERP-Exporten oder CAD-Zeichnungen vor.<\/p><p data-start=\"0\" data-end=\"401\">Diese Dokumente sind aufgrund ihrer unstrukturierten Beschaffenheit schwer in gro\u00dfem Umfang zu verarbeiten, und die manuelle Bearbeitung f\u00fchrt h\u00e4ufig zu Fehlern, Verz\u00f6gerungen und Inkonsistenzen.<\/p><p data-start=\"403\" data-end=\"765\">KI-gest\u00fctzte Extraktionstools k\u00f6nnen diese digitalen St\u00fccklisten lesen und automatisch Schl\u00fcsselinformationen wie Teilenummern, Ger\u00e4te-IDs, Teilebeschreibungen und Mengen ermitteln.<\/p><p data-start=\"403\" data-end=\"765\">Nach der Extraktion werden diese strukturierten Daten mit dem Ersatzteilstamm und den Ausr\u00fcstungsstammdaten abgeglichen, um Verkn\u00fcpfungen zwischen den Teilen und den spezifischen Maschinen oder Anlagen herzustellen, zu denen sie geh\u00f6ren.<\/p><p data-start=\"767\" data-end=\"1108\">Diese automatische Zuordnung beseitigt Unklarheiten, indem klar definiert wird, welche Teile in welchen Ger\u00e4ten verwendet werden, wo sie sich in der Anlagenstruktur befinden und wie viele Einheiten ben\u00f6tigt werden.<\/p><p data-start=\"767\" data-end=\"1108\">Es hilft, die Erstellung doppelter Teiledatens\u00e4tze zu verhindern, sorgt f\u00fcr Konsistenz zwischen den Datenquellen und unterst\u00fctzt die Erstellung genauer, vollst\u00e4ndiger Wartungsst\u00fccklisten.<\/p><p data-start=\"1110\" data-end=\"1489\">Dar\u00fcber hinaus tr\u00e4gt dieser Extraktionsprozess direkt dazu bei, die Bestandsgenauigkeit zu verbessern, die Strategien f\u00fcr die Ersatzteilbevorratung zu optimieren und \u00dcber- oder Unterbestellungen zu reduzieren.<\/p><p data-start=\"1110\" data-end=\"1489\">Es erm\u00f6glicht auch die Klassifizierung von Ersatzteilen nach ihrem Verwendungskontext innerhalb der St\u00fcckliste - ob es sich um schnelldrehende, kritische oder wenig verwendete Teile handelt - was f\u00fcr die Priorisierung der Beschaffung und die Wartungsplanung von entscheidender Bedeutung ist.<\/p><p data-start=\"1491\" data-end=\"1840\" data-is-last-node=\"\" data-is-only-node=\"\">Dies unterst\u00fctzt die Datenharmonisierung, sorgt f\u00fcr Integrit\u00e4t in den Anlagen- und Materialst\u00e4mmen und schafft die Grundlage f\u00fcr eine fortschrittlichere Automatisierung und Analytik. Dies ist ein wichtiger Schritt auf dem Weg zu einem proaktiven, datengesteuerten MRO-Betrieb.<\/p>\t\t\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-903d431 e-flex e-con-boxed e-con e-parent\" data-id=\"903d431\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a3b194 elementor-widget elementor-widget-heading\" data-id=\"5a3b194\" 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<span class=\"elementor-heading-title elementor-size-default\">K\u00fcnstliche Intelligenz im MRO-Datenmanagement<\/span>\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-699c82b e-flex e-con-boxed e-con e-parent\" data-id=\"699c82b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e8647f1 elementor-widget elementor-widget-text-editor\" data-id=\"e8647f1\" 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>In der Vergangenheit verlie\u00dfen sich Unternehmen weitgehend auf ein Heer von Menschen, die die kompromittierten Daten in MRO-Datens\u00e4tzen manuell korrigierten. Wie bereits erw\u00e4hnt, waren die Durchlaufzeiten, Kosten und die Genauigkeit bei einem solchen Ansatz suboptimal.<\/p><p>MRO-Datenverwaltungssoftware, wie die von Verdantis entwickelte, nutzt in der Branche geschulte KI-Modelle, um die meisten Aufgaben der Datennormalisierung zu automatisieren, die dann zur Qualit\u00e4tskontrolle an einen menschlichen Pr\u00fcfer zur\u00fcckgegeben werden.<\/p><p>Hier sind einige Branchen, auf die wir uns spezialisiert haben<\/p>\t\t\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-c54ac37 e-flex e-con-boxed e-con e-parent\" data-id=\"c54ac37\" 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-ece06f0 e-grid e-con-full e-con e-child\" data-id=\"ece06f0\" 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-9a32edf e-con-full e-flex e-con e-child\" data-id=\"9a32edf\" 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-4411ce6 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"4411ce6\" data-element_type=\"widget\" data-e-type=\"widget\" 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=\"Layer_1\" height=\"512\" viewbox=\"0 0 450 450\" width=\"512\"><g><g><g id=\"XMLID_1_\"><path d=\"m119.1 231.1-36.6 16.7 3.3-32z\"><\/path><path d=\"m162.9 251.1h-62.8l31.4-14.4z\"><\/path><path d=\"m177.2 215.8 3.3 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85.7h110.3v13.6h-110.3z\"><\/path><path d=\"m248.9 109.6v96.9h110.3v-96.9zm70.8 83.7c-4.6 2.9-10.1 4.4-15.6 4.4-5.2 0-10.4-1.3-14.9-3.9-8.8-5.2-13.6-14.6-13.1-25.7.6-13.8 8.7-29.8 24.2-47.6 1-1.1 2.4-1.8 3.9-1.8s2.9.6 3.9 1.8c15 17.3 23.1 33 24.1 46.5.7 11.2-3.8 20.8-12.5 26.3z\"><\/path><path d=\"m314.3 184.5c-5.8 3.6-14 3.7-19.9.3-3.9-2.3-8.5-7-8-16.4.3-7.2 3.8-19.3 17.8-36.7 13.6 16.9 17.2 28.8 17.7 35.9.7 9.7-3.8 14.5-7.6 16.9z\"><\/path><path d=\"m248.9 216.8h110.3v13.6h-110.3z\"><\/path><path d=\"m239.9 240.7h128.5v10.4h-128.5z\"><\/path><path d=\"m408.7 261.4c-.2 8.6-1.1 17.1-2.5 25.4-4.3 1.8-7.8 4.8-10.9 7.6-4 3.5-6.6 5.6-9 5.3-2-.3-6.5-2.8-14.1-15.9-6.6-11.4-18-18.6-25.5-22.4z\"><\/path><path d=\"m403.2 301.1c-3.9 15.6-9.8 30.4-17.4 44-19.2-13.6-38.7-14.1-55.4-1.3-.1 0-.1.1-.2.2s-15.3 13.1-32 13.2c-15.4.1-24.2 2.6-28.7 8.1-4.7 5.7-3.3 12.7-2 18.9 1 5.3 2 10.3-.5 14.1-2.1 3.3-5 3.5-10.6 3.8-4.9.2-10.9.5-16.6 4.3-5.9 3.9-13.3 10.6-14.6 20.1-.6 4.5.3 9 2.5 13.5-.9 0-1.8 0-2.6 0-20.2 0-39.6-3.3-57.8-9.3.4-1.7.8-3.7 1.2-5.8 4.5-20.9 12-55.8-11.5-65.6-.1 0-.2-.1-.3-.1-.2-.1-19-6.7-27.4-21.1-5.6-9.7-12-14.8-19.3-15.6-12.1-1.4-22.5 9.5-31.8 19-3.4 3.6-7.2 7.5-10.3 9.8-16-26.4-25.6-57.1-26.5-90h93.3c.3.6.5 1.2.7 1.8 8.6 21.1 19.4 47.4 35.3 51.1 1.3.3 2.6.5 4 .5 4.5 0 8.9-1.9 13.1-5.5.1-.1.2-.2.3-.3.2-.2 17.3-17.1 31.8-9.1 7.8 4.3 14.8 4.8 20.8 1.5 9-5 14.3-17.7 16.2-40h67.8c3.2 2.5 6.9 4.6 11 6.3.1 0 .2.1.3.1.2.1 19.1 6.8 27.4 21.1 7.8 13.3 14.4 19.7 21.4 20.8.8.1 1.5.2 2.3.2 6.1 0 10.9-4.1 15.1-7.9.3-.1.7-.5 1-.8z\"><\/path><path d=\"m380.5 354c-30.1 47.8-81.7 80.8-141.1 85.4-3.2-4.1-4.5-8-4-11.6.8-6 6.6-10.6 10-12.9 3.4-2.2 7.3-2.4 11.5-2.6 6.1-.3 13.6-.7 18.7-8.5 4.8-7.3 3.2-15.3 1.9-21.7-1-5.3-1.6-8.6-.1-10.4 1.3-1.6 5.7-4.2 20.8-4.3 19.8-.1 36.8-14.1 38.5-15.6 13.3-10 28-9.3 43.8 2.2z\"><\/path><path d=\"m246.4 261.4c-2.1 21.6-7 28.9-10.9 31-1 .5-4.1 2.2-10.9-1.5-20.6-11.3-41.6 8.6-43.8 10.8-3.8 3.2-6.3 3.1-7.9 2.7-10.3-2.5-20.7-26.9-27.3-43z\"><\/path><path d=\"m158.3 422.8c-.3 1.5-.6 3-.9 4.3-34.2-13.6-63.4-37.1-84-67.1 3.9-2.7 7.8-6.8 12.2-11.3 7.6-7.9 16.1-16.8 23.1-15.9 3.9.5 7.8 4 11.6 10.6 10 17 30.5 24.8 32.8 25.6 15.4 6.5 9 36.1 5.2 53.8z\"><\/path><\/g><\/g><\/g><\/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-7f7cf14 elementor-widget elementor-widget-heading\" data-id=\"7f7cf14\" 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<span class=\"elementor-heading-title elementor-size-default\">Energie, \u00d6l &amp; Gas<\/span>\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-a4bbd53 e-con-full e-flex e-con e-child\" data-id=\"a4bbd53\" 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-93b2149 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"93b2149\" data-element_type=\"widget\" data-e-type=\"widget\" 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=\"Layer_1\" viewbox=\"0 0 512 512\"><g><path d=\"m148.7 50.5h19.9c7.9 0 14.2 6.4 14.2 14.2v20c0 7.8-6.4 14.2-14.2 14.2h-19.9c-7.9 0-14.2-6.4-14.2-14.2v-20c0-7.8 6.4-14.2 14.2-14.2zm53.6 128h27c9.4 0 17.1 7.7 17.1 17.1v26.9c0 9.4-7.7 17.1-17.1 17.1h-27c-9.4 0-17.1-7.7-17.1-17.1v-26.9c-.1-9.4 7.6-17.1 17.1-17.1zm26.9 12.1h-27c-2.8 0-5.1 2.3-5.1 5.1v26.9c0 2.8 2.3 5.1 5.1 5.1h27c2.8 0 5.1-2.3 5.1-5.1v-26.9c0-2.9-2.3-5.1-5.1-5.1zm188.3 10.9v25.3h56.3c-2.7-5.2-8.5-10.2-16.2-14.4-11.1-6.1-25.6-10.2-40.1-10.9zm-70 53.2c-6-2.9-10.1-9-10.3-15.9h-63.9c-3.3 0-6-2.7-6-6.2.1-11.3 9.8-22.6 24.3-30.7 12.6-7.1 29-12 45.6-12.5.2-5.8 3.1-11.1 7.7-14.4-9.9-38.7-44.8-66.2-85.4-66.2-17.5 0-33.7 5.1-47.4 13.8-14.1 9-25.5 21.9-32.6 37.2-1.2 2.8-4.4 4.3-7.3 3.3-9.5-3.1-19.4-3.8-29.3-2.2v16.3c0 2.9-.7 5.6-2 8l13.7 13.7c1.2 1.2 1.8 2.7 1.8 4.3v39.1h6.9c14.9 0 27 12 27 27.5 0 5.4 4.4 9.8 9.8 9.8h77c11.1 0 20.2 9.1 20.2 20.2v6.7h16.2c14 0 22.7 12 18.8 25.8l-2.6 9c6.3-1.5 12.2-3.9 17.7-7.2v-79.4zm-10.3-27.9v-25.3c-14.5.5-28.8 4.8-39.7 10.9-7.7 4.3-13.6 9.4-16.4 14.4zm61.9-43.2h-43.5c-3.5 0-6.4 2.9-6.4 6.4v48.2c0 3.5 2.9 6.4 6.4 6.4h43.5c3.5 0 6.4-2.9 6.4-6.4v-48.2c0-3.5-2.9-6.4-6.4-6.4zm-3.9 73.5h-35.7v180.2h35.7zm-10.5-163.3h19.9c7.9 0 14.2 6.4 14.2 14.2v20c0 7.9-6.4 14.3-14.2 14.3h-19.9c-7.8 0-14.2-6.4-14.2-14.3v-20c0-7.8 6.4-14.2 14.2-14.2zm-284.4 281.2h205.6c.7 0 1.2.1 1.8.3l13.1-46.3c1.6-5.8-.9-10.5-7.3-10.5h-183.6c-7.5 0-15.4 6.5-17.5 13.7zm204.1 12h-207.5l-11.3 39.8c-1.6 5.7.9 10.5 7.2 10.5h183.8c7.5 0 15.4-6.5 17.4-13.8zm-118.9 17.6c3.3 0 6 2.7 6 6 0 8-13.1 8-13.1 0 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elementor-element-da2af1d elementor-widget elementor-widget-heading\" data-id=\"da2af1d\" 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<span class=\"elementor-heading-title elementor-size-default\">Metalle &amp; Bergbau<\/span>\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-fdf7856 e-con-full e-flex e-con e-child\" data-id=\"fdf7856\" 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-2ce6601 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"2ce6601\" data-element_type=\"widget\" data-e-type=\"widget\" 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 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elementor-size-default\">Versorgungsunternehmen<\/span>\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-7dc7b80 e-con-full e-flex e-con e-child\" data-id=\"7dc7b80\" 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-dba96fe elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"dba96fe\" data-element_type=\"widget\" data-e-type=\"widget\" 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=\"Layer_1\" data-name=\"Layer 1\" viewbox=\"0 0 512 512\"><path 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class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 64 64\" width=\"512\" height=\"512\"><g id=\"GLYPH\"><g id=\"_03-Valentine_copy_5\" data-name=\"03-Valentine copy 5\"><path 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data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Zellstoff, Papier &amp; Verpackung<\/span>\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-c02cf5e e-con-full e-flex e-con e-child\" data-id=\"c02cf5e\" 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-3ae06b6 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"3ae06b6\" data-element_type=\"widget\" data-e-type=\"widget\" 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=\"Layer_1\" viewbox=\"0 0 64 64\" data-name=\"Layer 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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<span class=\"elementor-heading-title elementor-size-default\">Baumaterialien<\/span>\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-3a8a6c0 e-con-full e-flex e-con e-child\" data-id=\"3a8a6c0\" 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-414f28f elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"414f28f\" data-element_type=\"widget\" data-e-type=\"widget\" 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=\"Layer_3\" height=\"512\" viewbox=\"0 0 64 64\" width=\"512\" data-name=\"Layer 3\"><path d=\"m35 14.414-6-6v5.172l6 6z\"><\/path><path d=\"m35 22.414-6-6v8.586h6z\"><\/path><path d=\"m25 21h2v4h-2z\"><\/path><path d=\"m10 7h10v4h-10z\"><\/path><path d=\"m48 16h4v4h-4z\"><\/path><path d=\"m10 18a1 1 0 0 1 1-1h8a1 1 0 0 1 1 1v7h3v-9.586l-2.414-2.414h-11.172l-2.414 2.414v9.586h3z\"><\/path><path d=\"m56.133 10 .535-3.751-2.068 1.551a1 1 0 0 1 -1.432-.245l-1.168-1.755-1.168 1.755a1.039 1.039 0 0 1 -1.664 0l-1.168-1.755-1.168 1.755a1 1 0 0 1 -1.432.245l-2.069-1.551.536 3.751z\"><\/path><path d=\"m37 21h5v4h-5z\"><\/path><path d=\"m35 4a1 1 0 0 0 -1-1h-4a1 1 0 0 0 -1 1v1.586l6 6z\"><\/path><path d=\"m56 25v-13h-12v13zm-10-10a1 1 0 0 1 1-1h6a1 1 0 0 1 1 1v6a1 1 0 0 1 -1 1h-6a1 1 0 0 1 -1-1z\"><\/path><path d=\"m25 36a1 1 0 0 0 -1-1h-.887l2.787 26h5.1v-18.08a7 7 0 0 1 -6-6.92z\"><\/path><path d=\"m48.113 61h.687a5.025 5.025 0 0 0 4.95-4.293l3.097-21.707h-5.947z\"><\/path><circle cx=\"32\" cy=\"36\" r=\"1\"><\/circle><path d=\"m42.898 35-2.785 26h5.989l2.785-26z\"><\/path><path d=\"m12 19h6v6h-6z\"><\/path><path d=\"m60 27h-56a1 1 0 0 0 -1 1v4a1 1 0 0 0 1 1h20a3 3 0 0 1 3 3 5 5 0 0 0 10 0 3 3 0 0 1 3-3h20a1 1 0 0 0 1-1v-4a1 1 0 0 0 -1-1zm-28 12a3 3 0 1 1 3-3 3 3 0 0 1 -3 3z\"><\/path><path d=\"m7.153 35 3.1 21.707a5.025 5.025 0 0 0 4.947 4.293h.683l-2.783-26z\"><\/path><path d=\"m15.113 35 2.785 26h5.989l-2.785-26z\"><\/path><path d=\"m40 35a1 1 0 0 0 -1 1 7 7 0 0 1 -6 6.92v18.08h5.1l2.785-26z\"><\/path><\/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-149e5ed elementor-widget elementor-widget-heading\" data-id=\"149e5ed\" 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<span class=\"elementor-heading-title elementor-size-default\">Konsumg\u00fcter <\/span>\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-85ec8fa e-con-full e-flex e-con e-child\" data-id=\"85ec8fa\" 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-1a07851 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"1a07851\" data-element_type=\"widget\" data-e-type=\"widget\" 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=\"Layer_1\" viewbox=\"0 0 64 64\"><g><path d=\"m12.8041992 21.2264442h10.375c.5522461 0 1-.4477539 1-1v-3.0496826c0-.5523071-.4477539-1-1-1h-10.375c-.5523071 0-1 .4476929-1 1v3.0496826c0 .5522461.4476929 1 1 1z\"><\/path><path d=\"m21.7800293 36.380619h-14.3500366v12.419983h14.3500366zm-5.960022 9.1900025c-1.0200195 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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<span class=\"elementor-heading-title elementor-size-default\">Chemikalien <\/span>\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-e4690fd e-con-full e-flex e-con e-child\" data-id=\"e4690fd\" 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-b9139e9 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"b9139e9\" data-element_type=\"widget\" data-e-type=\"widget\" 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=\"Layer_1\" viewbox=\"0 0 500 500\"><path clip-rule=\"evenodd\" d=\"m121.744 103.893v11.022c0 .382.226.707.584.84s.742.033.991-.257c9.866-11.494 26.015-15.41 40.009-9.934.394.154.623.55.56.969-2.973 19.637-21.513 33.104-41.099 29.797-.269-.046-.519.023-.727.199s-.317.411-.317.684v10.781c0 .383.228.709.588.841s.745.029.992-.265c9.83-11.677 26.11-15.715 40.228-10.192.394.154.623.55.56.969-2.986 19.727-21.668 33.203-41.318 29.759-.27-.047-.521.02-.731.196s-.319.412-.319.686v24.033c0 .493.402.896.896.896h7.77c6.656 0 12.102 5.446 12.102 12.103v8.976c0 .493-.402.896-.896.896h-53.183c-.493 0-.896-.402-.896-.896v-8.976c0-6.657 5.446-12.103 12.102-12.103h7.77c.493 0 .896-.402.896-.896v-23.958c0-.272-.108-.506-.315-.682s-.456-.245-.724-.201c-19.523 3.174-37.921-10.282-40.881-29.832-.064-.419.165-.814.56-.968 13.875-5.429 29.892-1.631 39.791 9.683.251.286.633.383.989.249s.58-.458.58-.838v-10.26c0-.273-.109-.508-.317-.684-.209-.176-.458-.244-.728-.199-19.587 3.307-38.126-10.159-41.099-29.797-.064-.419.165-.814.56-.968 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33.203-41.317 29.759-.27-.047-.521.02-.731.196s-.319.412-.319.686v24.033c0 .493.402.896.896.896h7.77c6.656 0 12.102 5.446 12.102 12.103v8.976c0 .493-.402.896-.896.896h-53.183c-.493 0-.896-.402-.896-.896v-8.976c-.003-6.658 5.442-12.104 12.099-12.104z\" fill-rule=\"evenodd\"><\/path><\/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-b9cf5dc elementor-widget elementor-widget-heading\" data-id=\"b9cf5dc\" 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<span class=\"elementor-heading-title elementor-size-default\">Agrarverarbeitungsindustrie<\/span>\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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4249d62 e-flex e-con-boxed e-con e-parent\" data-id=\"4249d62\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8045bd8 elementor-widget elementor-widget-heading\" data-id=\"8045bd8\" 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\" id=\"types-of-mro-data-management-services\">Arten von MRO-Datenmanagement-Diensten<\/h2>\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-62e10f3 e-flex e-con-boxed e-con e-parent\" data-id=\"62e10f3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-87d144e elementor-widget elementor-widget-heading\" data-id=\"87d144e\" 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<span class=\"elementor-heading-title elementor-size-default\">Datenanreicherung<\/span>\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-af688f1 e-flex e-con-boxed e-con e-parent\" data-id=\"af688f1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e318dd0 elementor-widget elementor-widget-text-editor\" data-id=\"e318dd0\" 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>Das Ziel dieses Dienstes besteht darin <a href=\"https:\/\/www.verdantis.com\/mro-data-enrichment\/\">Aufbau von \"Vollst\u00e4ndigkeit\" in MRO-Datens\u00e4tzen durch Abrufen von Informationen aus Drittquellen,<\/a> entweder manuell oder programmgesteuert und aktualisieren die Informationen zur\u00fcck in den MRO-Datensatz.<\/p>\n<p>Bei Verdantis verlassen wir uns haupts\u00e4chlich auf <a href=\"https:\/\/www.verdantis.com\/automated-ai-enrichment-data-cleansing\/\">Industrie-geschulte Agentic AI-Modelle, die Datens\u00e4tze autonom anreichern<\/a> \u00fcber Ersatzteile, Anlageverm\u00f6gen und Lieferanten<\/p>\n<ul>\n<li>Bei MRO-Ersatzteilen k\u00f6nnen dies Datenpunkte wie Herstellername, Teilenummer des Herstellers, Teileattribute, Spezifikationen, Ma\u00dfeinheiten, Ger\u00e4te, in denen sie verwendet werden, sein.<\/li>\n<li>Bei Ausr\u00fcstungen oder Anlageg\u00fctern kann dies der Hersteller der Ausr\u00fcstung, die ID der Ausr\u00fcstung, das Werk, in dem sie verwendet wird, die Ausr\u00fcstungskategorie sein.<\/li>\n<li>Bei Lieferanten (oder Verk\u00e4ufern) k\u00f6nnen dies der Name des Herstellers\/H\u00e4ndlers, die Adresse des Hauptsitzes, die Steueridentifikationsnummer und \u00e4hnliche Details sein.<\/li>\n<\/ul>\t\t\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-d013cff e-flex e-con-boxed e-con e-parent\" data-id=\"d013cff\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-86b47b7 elementor-widget elementor-widget-heading\" data-id=\"86b47b7\" 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<span class=\"elementor-heading-title elementor-size-default\">Datenkatalogisierung<\/span>\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-348f1eb e-flex e-con-boxed e-con e-parent\" data-id=\"348f1eb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cce321f elementor-widget elementor-widget-text-editor\" data-id=\"cce321f\" 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>Dabei handelt es sich in erster Linie um die Katalogisierung von Ersatzteilen, aber bei gro\u00dfen Betrieben ist auch die Katalogisierung von Anlageverm\u00f6gen und Lieferanten \u00fcblich.<\/p><p>Jede Organisation verwendet eine eigene Taxonomie <a href=\"https:\/\/www.verdantis.com\/mro-category-management\/\">f\u00fcr die Klassifizierung von MRO-Daten<\/a> und Anlageverm\u00f6gen, einige der beliebtesten sind <a href=\"https:\/\/www.undp.org\/unspsc\" rel=\"nofollow noopener\" target=\"_blank\">UNSPC<\/a>, NAICS, PIDEX.<\/p>\t\t\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-861dbfe e-flex e-con-boxed e-con e-parent\" data-id=\"861dbfe\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-56ba5be elementor-widget elementor-widget-heading\" data-id=\"56ba5be\" 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<span class=\"elementor-heading-title elementor-size-default\">Normalisierung der Daten<\/span>\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-91fd61a e-flex e-con-boxed e-con e-parent\" data-id=\"91fd61a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-158c46b elementor-widget elementor-widget-text-editor\" data-id=\"158c46b\" 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>Auf der Grundlage der zuvor festgelegten Standards werden die Datens\u00e4tze strukturiert und standardisiert, indem gro\u00dfe Mengen an Rohdaten verarbeitet, Schl\u00fcsselattribute extrahiert, fehlende Werte angereichert und die Datenbank auf potenzielle L1- und L2-Duplikate hin untersucht wird.<\/p>\t\t\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-08a9078 e-flex e-con-boxed e-con e-parent\" data-id=\"08a9078\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bc1ebaa elementor-widget elementor-widget-heading\" data-id=\"bc1ebaa\" 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<span class=\"elementor-heading-title elementor-size-default\">Massenhafte Erstellung von Datens\u00e4tzen<\/span>\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-e228877 e-flex e-con-boxed e-con e-parent\" data-id=\"e228877\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-54c3f4d elementor-widget elementor-widget-text-editor\" data-id=\"54c3f4d\" 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>In einigen F\u00e4llen m\u00fcssen Unternehmen Datens\u00e4tze in gro\u00dfen Mengen entweder aus Lieferantenkatalogen oder internen MRO-St\u00fccklisten erstellen.<\/p><p>Mit L\u00f6sungen wie Auto-Doc AI k\u00f6nnen Sie diese konsolidieren und mit wenigen Klicks in gro\u00dfen Mengen erstellen.<\/p>\t\t\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-6652ddd e-flex e-con-boxed e-con e-parent\" data-id=\"6652ddd\" 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\t\t<div class=\"elementor-element elementor-element-b1e56dd elementor-widget elementor-widget-video\" data-id=\"b1e56dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;start&quot;:5,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/06\/AutoDoc-AI-Video.mp4#t=5\" controls=\"\" preload=\"metadata\" controlslist=\"nodownload\"><\/video>\n\t\t\t\t<\/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-ee5fb24 e-flex e-con-boxed e-con e-parent\" data-id=\"ee5fb24\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-824a57d elementor-widget elementor-widget-heading\" data-id=\"824a57d\" 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\" id=\"verdantis-as-a-specialist-in-mro-data-management\">Verdantis als Spezialist f\u00fcr MRO-Datenmanagement<\/h2>\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-b35ed77 e-flex e-con-boxed e-con e-parent\" data-id=\"b35ed77\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee389be elementor-widget elementor-widget-text-editor\" data-id=\"ee389be\" 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>Verdantis ist ein Spezialist f\u00fcr MRO-Stammdatenmanagement f\u00fcr Unternehmen mit anlagenintensiven Produktionsbetrieben und schweren Wartungsarbeiten.<\/p><p>Unser Fokus auf agentenbasierte KI-Modelle f\u00fcr die gesamte Palette der MRO-Datendienste hat uns geholfen, l\u00e4hmende Probleme der Datenqualit\u00e4t f\u00fcr mittelst\u00e4ndische und gro\u00dfe Unternehmen weltweit zu l\u00f6sen.<\/p>\t\t\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-062eb75 e-flex e-con-boxed e-con e-parent\" data-id=\"062eb75\" 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-364e611 e-con-full form1 e-flex e-con e-child\" data-id=\"364e611\" 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-db2c4df e-con-full form1 e-flex e-con e-child\" data-id=\"db2c4df\" 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-fdd5582 e-con-full e-flex e-con e-child\" data-id=\"fdd5582\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-00f0124 elementor-widget elementor-widget-heading\" data-id=\"00f0124\" 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<span class=\"elementor-heading-title elementor-size-default\">Buchen Sie ein Beratungsgespr\u00e4ch mit unserem MRO Master Specialist<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14ec1fd elementor-widget elementor-widget-heading\" data-id=\"14ec1fd\" 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<span class=\"elementor-heading-title elementor-size-default\">Transformieren Sie Ihre Wartungsarbeiten<\/span>\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-4e3e1eb e-con-full e-flex e-con e-child\" data-id=\"4e3e1eb\" 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-10965a9 elementor-button-align-stretch elementor-widget elementor-widget-form\" data-id=\"10965a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Next&quot;,&quot;step_previous_label&quot;:&quot;Previous&quot;,&quot;button_width&quot;:&quot;100&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" name=\"New Form\" action=\"\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"25462\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"10965a9\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"Essentials of MRO Data Management for Industrial Operations\" \/>\n\n\t\t\t\t\t\t\t<input type=\"hidden\" name=\"queried_id\" value=\"25462\"\/>\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-above\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-name\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tName\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-lg  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-tel elementor-field-group elementor-column elementor-field-group-Contact elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-Contact\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tKontakt Nr.\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t<input size=\"1\" type=\"tel\" name=\"form_fields[Contact]\" id=\"form-field-Contact\" class=\"elementor-field elementor-size-lg  elementor-field-textual\" required=\"required\" pattern=\"[0-9()#&amp;+*-=.]+\" title=\"Es werden nur Zahlen und Telefonzeichen (#, -, *, usw.) akzeptiert.\">\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-Company elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-Company\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tName des Unternehmens\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[Company]\" id=\"form-field-Company\" class=\"elementor-field elementor-size-lg  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-email elementor-col-100 elementor-field-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-email\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tGesch\u00e4ftliche E-Mail\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[email]\" id=\"form-field-email\" class=\"elementor-field elementor-size-lg  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-group elementor-column elementor-field-type-submit elementor-col-100 e-form__buttons\">\n\t\t\t\t\t<button class=\"elementor-button elementor-size-sm\" type=\"submit\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewbox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">EIN TREFFEN VEREINBAREN<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<input type=\"hidden\" name=\"trp-form-language\" value=\"de\"\/><\/form>\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-808d53b elementor-widget elementor-widget-heading\" data-id=\"808d53b\" 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<span class=\"elementor-heading-title elementor-size-default\">Buchen Sie ein unverbindliches Beratungsgespr\u00e4ch mit unserem Team, um die Herausforderungen des Stammdatenmanagements anzugehen.<\/span>\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\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-f4af671 e-flex e-con-boxed e-con e-parent\" data-id=\"f4af671\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38be655 elementor-widget elementor-widget-heading\" data-id=\"38be655\" 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<span class=\"elementor-heading-title elementor-size-default\">Weltweites Vertrauen bei Branchenf\u00fchrern<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5bbb83 elementor-widget elementor-widget-image-carousel\" data-id=\"d5bbb83\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;4&quot;,&quot;navigation&quot;:&quot;none&quot;,&quot;lazyload&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:100,&quot;speed&quot;:5000,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;slides_to_show_tablet&quot;:&quot;4&quot;,&quot;slides_to_show_mobile&quot;:&quot;3&quot;,&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Bild-Karussell\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 von 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/1.webp\" alt=\"1\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 von 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/2.webp\" alt=\"2\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 von 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/3.webp\" alt=\"3\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 von 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/4-1.webp\" alt=\"4-1\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 von 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/5.webp\" alt=\"5\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"6 von 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/6.webp\" alt=\"6\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/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\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Die Grundlagen von MRO-Stammdaten und die L\u00f6sung von MRO-Datenherausforderungen mit KI-Agenten - einschlie\u00dflich Ersatzteile, Datenkatalogisierung, Ger\u00e4te-St\u00fccklisten, Teileveralterung und Governance<\/p>","protected":false},"author":4,"featured_media":26351,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[64],"tags":[],"class_list":["post-25462","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.verdantis.com\/de\/wp-json\/wp\/v2\/posts\/25462","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.verdantis.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.verdantis.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/de\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/de\/wp-json\/wp\/v2\/comments?post=25462"}],"version-history":[{"count":0,"href":"https:\/\/www.verdantis.com\/de\/wp-json\/wp\/v2\/posts\/25462\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/de\/wp-json\/wp\/v2\/media\/26351"}],"wp:attachment":[{"href":"https:\/\/www.verdantis.com\/de\/wp-json\/wp\/v2\/media?parent=25462"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.verdantis.com\/de\/wp-json\/wp\/v2\/categories?post=25462"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.verdantis.com\/de\/wp-json\/wp\/v2\/tags?post=25462"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}