{"id":1796,"date":"2024-08-15T10:26:15","date_gmt":"2024-08-15T10:26:15","guid":{"rendered":"https:\/\/mivia.ai\/?p=1796"},"modified":"2024-08-15T11:13:35","modified_gmt":"2024-08-15T11:13:35","slug":"lohnt-sich-ki-finanziell-fuer-metallografische-labore","status":"publish","type":"post","link":"https:\/\/mivia.ai\/en\/2024\/08\/lohnt-sich-ki-finanziell-fuer-metallografische-labore\/","title":{"rendered":"Is AI financially viable for metallographic laboratories?"},"content":{"rendered":"<style>.kb-row-layout-id1796_bb6217-60 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id1796_bb6217-60 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id1796_bb6217-60 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr) minmax(0, 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.wp-block-kadence-advancedheading.kt-adv-heading1796_dda717-04[data-kb-block=\"kb-adv-heading1796_dda717-04\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading1796_dda717-04 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading1796_dda717-04[data-kb-block=\"kb-adv-heading1796_dda717-04\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading1796_dda717-04 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading1796_dda717-04[data-kb-block=\"kb-adv-heading1796_dda717-04\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h5 class=\"kt-adv-heading1796_dda717-04 wp-block-kadence-advancedheading has-theme-palette-2-color has-text-color\" data-kb-block=\"kb-adv-heading1796_dda717-04\">Navigation<\/h5>\n\n\n<style>.kb-table-of-content-nav.kb-table-of-content-id1796_cc08bc-27 .kb-table-of-content-wrap{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kb-table-of-content-nav.kb-table-of-content-id1796_cc08bc-27 .kb-table-of-contents-title-wrap{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id1796_cc08bc-27 .kb-table-of-contents-title{font-weight:regular;font-style:normal;}.kb-table-of-content-nav.kb-table-of-content-id1796_cc08bc-27 .kb-table-of-content-wrap .kb-table-of-content-list{font-weight:regular;font-style:normal;margin-top:var(--global-kb-spacing-sm, 1.5rem);margin-right:0px;margin-bottom:0px;margin-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id1796_cc08bc-27 .kb-table-of-content-list li{margin-bottom:13px;}.kb-table-of-content-nav.kb-table-of-content-id1796_cc08bc-27 .kb-table-of-content-list li .kb-table-of-contents-list-sub{margin-top:13px;}<\/style><\/div><\/div>\n\n\n<style>.kadence-column1796_2f2e1f-b1 > .kt-inside-inner-col,.kadence-column1796_2f2e1f-b1 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column1796_2f2e1f-b1 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column1796_2f2e1f-b1 > .kt-inside-inner-col{flex-direction:column;}.kadence-column1796_2f2e1f-b1 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column1796_2f2e1f-b1 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column1796_2f2e1f-b1{position:relative;}@media all and (max-width: 1024px){.kadence-column1796_2f2e1f-b1 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column1796_2f2e1f-b1 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column1796_2f2e1f-b1\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading has--font-size\"><strong>Warum KI in metallografischen Laboren?<\/strong><\/h3>\n\n\n\n<p>Um eine Kosten-Nutzen-Analyse aufzustellen wollen wir uns zun\u00e4chst ansehen, welchen Nutzen KI in der Mikrostrukturanalyse hat.<\/p>\n\n\n\n<p>KI hat das Potenzial, zahlreiche Prozesse in metallografischen Laboren zu optimieren. Dazu geh\u00f6ren unter anderem die Automatisierung der Bildanalyse, die Verbesserung der Fehlererkennung und die Beschleunigung der Datenverarbeitung. <br><br>So kann KI Ihre Arbeitsabl\u00e4ufe erheblich verbessern und zu einer h\u00f6heren Genauigkeit und Effizienz f\u00fchren.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading1796_8250bc-30, .wp-block-kadence-advancedheading.kt-adv-heading1796_8250bc-30[data-kb-block=\"kb-adv-heading1796_8250bc-30\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading1796_8250bc-30 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading1796_8250bc-30[data-kb-block=\"kb-adv-heading1796_8250bc-30\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading1796_8250bc-30 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading1796_8250bc-30[data-kb-block=\"kb-adv-heading1796_8250bc-30\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h3 class=\"kt-adv-heading1796_8250bc-30 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading1796_8250bc-30\"><strong>Aber was kostet mich KI in der Metallografie?<\/strong><\/h3>\n\n\n\n<p>Kostenfaktoren k\u00f6nnen sich je nach individueller Vorgehensweise unterscheiden. Hierbei gibt es drei M\u00f6glichkeiten an ein funktionales KI-Modell zu kommen. <br><br>Sie k\u00f6nnen KI-Modelle vollst\u00e4ndig selbst trainieren. Dabei trainieren Sie mit eigenen Mitarbeitern auf eigenen Maschinen. <br><br>Anbieter wie Zeiss bieten mit ihrer <a href=\"https:\/\/www.arivis.com\/products\/cloud-ai\" data-type=\"link\" data-id=\"https:\/\/www.arivis.com\/products\/cloud-ai\">arivis Cloud<\/a> hingegen an, Module mit ihrem Toolkit und ihrer Cloud Infrastruktur selbst zu trainieren. <br><br>Die dritte Alternative ist es bereits fertig trainierte Module einzukaufen oder Module durch einen Dienstleister trainieren zu lassen. Das ist unser Angebot bei MiViA. <br><br>Hier gibt es eine \u00fcbersichtliche Aufschl\u00fcsselung der Kosten <\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><\/td><td><strong>In-House<\/strong><\/td><td><strong>Cloud Training<\/strong><\/td><td><strong>Fertig\/Dienstleister<\/strong><\/td><\/tr><tr><td><strong>Initialkosten<\/strong><\/td><td>Hardware (Server, Computer, GPUs), Software (Lizenzen, Programmierung)<\/td><td>Neue Rechner, Kosten f\u00fcr Trainingsdaten, Softwarelizenzkosten<\/td><td>Bei Bedarf zus\u00e4tzliche Entwicklungen<\/td><\/tr><tr><td><strong>Personalkosten<\/strong><\/td><td>Eigenes Team, Schulungen, Arbeitszeit, Entwicklung<\/td><td>Arbeitszeit f\u00fcr Training, Schulungen<\/td><td>Schulung<\/td><\/tr><tr><td><strong>Laufende Kosten<\/strong><\/td><td>Wartungskosten, Update Kosten, Trainingskosten, Hohe Stromkosten<\/td><td>Subscription, Neue Modelle<\/td><td>Subscription<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">Kostenfaktoren f\u00fcr verschiedene Modelle<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>Wichtig ist aber, was man selbst ben\u00f6tigt. Hochspezifische Anforderungen k\u00f6nnen unter Umst\u00e4nden nur durch eigenes Training abgebildet werden. <br><br>Bereits trainierte Module gl\u00e4nzen dagegen mit einer gro\u00dfen Datenbasis verschiedenster Analysen. KI Modelle sind n\u00e4mlich grunds\u00e4tzlich genauer, wenn mehr Trainingsdaten vorhanden sind. <br><br>Als Kostenreferenz f\u00fcr die Berechnung k\u00f6nnen Sie unser <a href=\"https:\/\/mivia.ai\/pricing\/\" data-type=\"page\" data-id=\"105\">Pricing<\/a> f\u00fcr die abgeschlossene L\u00f6sung nehmen.<\/p>\n\n\n\n<p>Als Kostenreferenz f\u00fcr die komplett selbst aufgebaute L\u00f6sung k\u00f6nnen wir Ihnen einige Referenzwerte unserer Kosten geben. <br><br>Der initiale Invest in Trainingsserver liegt bei ca. 50.000,00 \u20ac. Der Server f\u00fcr die laufenden Modelle kostete 30.000,00 \u20ac. Strom f\u00fcr das Training der Modelle (ohne Arbeitszeitkosten) liegt bei ca. 1000 \u20ac\u00a0und die Stromkosten f\u00fcr den Betrieb der Modelle liegen monatlich bei ca. 350,00 \u20ac f\u00fcr sehr aktive Nutzer. <\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading1796_c97a00-d5, .wp-block-kadence-advancedheading.kt-adv-heading1796_c97a00-d5[data-kb-block=\"kb-adv-heading1796_c97a00-d5\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading1796_c97a00-d5 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading1796_c97a00-d5[data-kb-block=\"kb-adv-heading1796_c97a00-d5\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading1796_c97a00-d5 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading1796_c97a00-d5[data-kb-block=\"kb-adv-heading1796_c97a00-d5\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h3 class=\"kt-adv-heading1796_c97a00-d5 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading1796_c97a00-d5\"><strong>So n\u00fctzt KI mir im Unternehmen<\/strong><\/h3>\n\n\n\n<p>Ob Sie allerdings alles selbst machen, Trainingssoftware verwenden oder das fertige Modul einsetzten. Die Vorteile sind immer eindeutig.<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Effizienzsteigerung<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Automatisierung<\/strong>: Automatisierte Analyseprozesse reduzieren den manuellen Aufwand und beschleunigen die Ergebnisse.<\/li>\n\n\n\n<li><strong>Schnellere Durchlaufzeiten<\/strong>: KI kann gro\u00dfe Datenmengen in k\u00fcrzerer Zeit verarbeiten, was die Durchlaufzeiten erheblich verk\u00fcrzt.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Kostenersparnis<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Reduzierte Personalkosten<\/strong>: Durch die Automatisierung bestimmter Aufgaben k\u00f6nnen die Personalkosten gesenkt werden.<\/li>\n\n\n\n<li><strong>Fehlervermeidung<\/strong>: Geringere Fehlerquoten f\u00fchren zu weniger Ausschuss und Nacharbeit, was die Materialkosten senkt.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Qualit\u00e4tsverbesserung<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Pr\u00e4zision<\/strong>: H\u00f6here Genauigkeit bei der Analyse und Fehlererkennung steigert die Produktqualit\u00e4t.<\/li>\n\n\n\n<li><strong>Konsistenz<\/strong>: Konsistente und reproduzierbare Ergebnisse erh\u00f6hen die Zuverl\u00e4ssigkeit der Prozesse.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Wettbewerbsvorteil<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Innovation<\/strong>: Unternehmen, die fr\u00fchzeitig auf KI setzen, k\u00f6nnen sich einen technologischen Vorsprung verschaffen.<\/li>\n\n\n\n<li><strong>Marktposition<\/strong>: Bessere Qualit\u00e4t und schnellere Lieferzeiten st\u00e4rken die Marktposition und Kundenbindung.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading1796_df971a-5e, .wp-block-kadence-advancedheading.kt-adv-heading1796_df971a-5e[data-kb-block=\"kb-adv-heading1796_df971a-5e\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading1796_df971a-5e mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading1796_df971a-5e[data-kb-block=\"kb-adv-heading1796_df971a-5e\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading1796_df971a-5e img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading1796_df971a-5e[data-kb-block=\"kb-adv-heading1796_df971a-5e\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<h3 class=\"kt-adv-heading1796_df971a-5e wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading1796_df971a-5e\"><strong>Langfristige Rentabilit\u00e4t<\/strong><\/h3>\n\n\n\n<p>Die initialen Investitionen in KI-Technologien k\u00f6nnen hoch sein, jedoch zeigen langfristige Betrachtungen, dass die Einsparungen und Effizienzsteigerungen diese Kosten oft \u00fcbertreffen. <br><br>Eine sorgf\u00e4ltige Planung und die schrittweise Implementierung k\u00f6nnen dazu beitragen, die finanziellen Belastungen zu verteilen und gleichzeitig die Vorteile von Anfang an zu nutzen.<\/p>\n\n\n\n<p><a id=\"_msocom_1\"><\/a><\/p>\n<\/div><\/div>\n\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Is AI worthwhile for metallographic laboratories? As a laboratory manager, you are faced with the challenge of evaluating innovative technologies, increasing efficiency and keeping costs under control at the same time. How to analyse your costs.<\/p>","protected":false},"author":2,"featured_media":1797,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","_seopress_analysis_target_kw":"","_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"categories":[39],"tags":[],"event_status":[37],"post_folder":[],"class_list":["post-1796","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-mivia","event_status-closed"],"acf":[],"taxonomy_info":{"category":[{"value":39,"label":"MiViA"}],"event_status":[{"value":37,"label":"In der Vergangenheit"}]},"featured_image_src_large":["https:\/\/mivia.ai\/wp-content\/uploads\/2024\/08\/Screenshot-2024-01-04-at-18-03-37-Reduce-Cost-\u2013-Fotos-von-Canva.png",801,534,false],"author_info":{"display_name":"Konstantin P\u00f6schl","author_link":"https:\/\/mivia.ai\/en\/author\/konstantin\/"},"comment_info":37,"category_info":[{"term_id":39,"name":"MiViA","slug":"mivia","term_group":0,"term_taxonomy_id":39,"taxonomy":"category","description":"","parent":12,"count":1,"filter":"raw","cat_ID":39,"category_count":1,"category_description":"","cat_name":"MiViA","category_nicename":"mivia","category_parent":12}],"tag_info":false,"publishpress_future_action":{"enabled":false,"date":"2026-05-26 05:48:53","action":"change-status","newStatus":"draft","terms":[],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/mivia.ai\/en\/wp-json\/wp\/v2\/posts\/1796","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mivia.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mivia.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mivia.ai\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mivia.ai\/en\/wp-json\/wp\/v2\/comments?post=1796"}],"version-history":[{"count":7,"href":"https:\/\/mivia.ai\/en\/wp-json\/wp\/v2\/posts\/1796\/revisions"}],"predecessor-version":[{"id":1807,"href":"https:\/\/mivia.ai\/en\/wp-json\/wp\/v2\/posts\/1796\/revisions\/1807"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mivia.ai\/en\/wp-json\/wp\/v2\/media\/1797"}],"wp:attachment":[{"href":"https:\/\/mivia.ai\/en\/wp-json\/wp\/v2\/media?parent=1796"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mivia.ai\/en\/wp-json\/wp\/v2\/categories?post=1796"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mivia.ai\/en\/wp-json\/wp\/v2\/tags?post=1796"},{"taxonomy":"event_status","embeddable":true,"href":"https:\/\/mivia.ai\/en\/wp-json\/wp\/v2\/event_status?post=1796"},{"taxonomy":"post_folder","embeddable":true,"href":"https:\/\/mivia.ai\/en\/wp-json\/wp\/v2\/post_folder?post=1796"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}