{"id":58994,"date":"2026-10-29T16:34:25","date_gmt":"2026-10-29T15:34:25","guid":{"rendered":"https:\/\/www.ventum-consulting.com\/?p=58994"},"modified":"2026-10-29T16:54:15","modified_gmt":"2026-10-29T15:54:15","slug":"predictive-maintenance","status":"publish","type":"post","link":"https:\/\/www.ventum-consulting.com\/en\/news\/predictive-maintenance\/","title":{"rendered":"Predictive Maintenance: Plan Maintenance Proactively, Prevent Downtime, and Ensure Production"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"58994\" class=\"elementor elementor-58994 elementor-58993\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f1e23dc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f1e23dc\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-40ede64\" data-id=\"40ede64\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9807453 elementor-widget elementor-widget-single_post_top_section\" data-id=\"9807453\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"single_post_top_section.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n        <div class=\"single-post-top-section-wrapper\">\r\n            <div class=\"post-thumbnail\" style=\"background-image: url(https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_1687547111-scaled.jpeg)\"><\/div>\r\n            <div class=\"post-metadata-wrap\">\r\n                <ul class=\"post-metadata\">\r\n                    <li class=\"calendar\">\r\n                        Ver\u00f6ffentlichung:                        <br>\r\n                        29.10.2026                    <\/li>\r\n                                        <li class=\"reading-time\">\r\n                        <span class=\"span-reading-time rt-reading-time\"><span class=\"rt-label rt-prefix\">Lesezeit:<\/span> <span class=\"rt-time\"> 9<\/span> <span class=\"rt-label rt-postfix\">Minuten<\/span><\/span>                    <\/li>\r\n                <\/ul>\r\n            <\/div>\r\n\r\n            <div class=\"post-categories title-decor\">\r\n                                News            <\/div>\r\n            \r\n                        \r\n            <div class=\"post-share-box share-wrap-copy show-right\">\r\n                <!-- ShareThis HERE -->\r\n            <\/div>\r\n            \r\n            <h1>Predictive Maintenance: Plan Maintenance Proactively, Prevent Downtime, and Ensure Production<\/h1>\r\n        <\/div>\r\n\r\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-23e6f12 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"23e6f12\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-a7a0ea9\" data-id=\"a7a0ea9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1fc8338 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"1fc8338\" 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>Unplanned machine failures cause production downtime, delayed deliveries, and high repair costs. Predictive maintenance uses condition monitoring, industrial data, and machine learning to detect signs of wear and malfunctions early on. <\/p><p>Ventum Consulting helps companies implement predictive maintenance, from initial data analysis to a production-ready solution. We combine an understanding of manufacturing with data analytics, artificial intelligence, and IT\/OT integration. <\/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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-736fce9\" data-id=\"736fce9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c619c42 elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"c619c42\" 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=\"1024\" height=\"674\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/06\/tc_25_26_member-1-1024x674.png\" class=\"attachment-large size-large wp-image-47329\" alt=\"Top Consultant Award\" srcset=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/06\/tc_25_26_member-1-1024x674.png 1024w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/06\/tc_25_26_member-1-300x198.png 300w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/06\/tc_25_26_member-1-768x506.png 768w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/06\/tc_25_26_member-1-1536x1012.png 1536w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/06\/tc_25_26_member-1.png 1755w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-972ac0b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"972ac0b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-88734e1\" data-id=\"88734e1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5063f78 btn-default elementor-widget elementor-widget-button\" data-id=\"5063f78\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-xs\" href=\"#kontakt\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Get advice now<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-43e1d2b\" data-id=\"43e1d2b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-59a64cb elementor-hidden-tablet elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"59a64cb\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-ffd349d\" data-id=\"ffd349d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4cd7949 elementor-widget elementor-widget-heading\" data-id=\"4cd7949\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Experts<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e80ceaf elementor-widget__width-initial elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"e80ceaf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\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-5fd6742 elementor-widget elementor-widget-heading\" data-id=\"5fd6742\" 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<h5 class=\"elementor-heading-title elementor-size-default\">Caspar Sunder-Plassmann<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-026b59d elementor-widget elementor-widget-heading\" data-id=\"026b59d\" 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\">Principal<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f2f5a5 elementor-shape-square e-grid-align-left elementor-grid-0 elementor-widget elementor-widget-social-icons\" data-id=\"8f2f5a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-icon-email-2 elementor-repeater-item-4848bd0\" href=\"http:\/\/mailto-caspar-dot-sunder-plassmann-at-ventum-dot-de-cc-equals-website-at-ventum-dot-de\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Icon-email-2<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-email-2\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-linkedin-in elementor-repeater-item-7ea21d0\" href=\"https:\/\/www.linkedin.com\/in\/caspar-sunder-plassmann-2b767b131\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Linkedin-in<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-linkedin-in\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3a6107a elementor-hidden-tablet elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3a6107a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-2b89867\" data-id=\"2b89867\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ac1672f elementor-widget__width-initial elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"ac1672f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\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-c120eb1 elementor-widget elementor-widget-heading\" data-id=\"c120eb1\" 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<h5 class=\"elementor-heading-title elementor-size-default\">Manuel Gramlich<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ad60e8 elementor-widget elementor-widget-heading\" data-id=\"9ad60e8\" 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\">Principal<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-556f786 elementor-shape-square e-grid-align-left elementor-grid-0 elementor-widget elementor-widget-social-icons\" data-id=\"556f786\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-icon-email-2 elementor-repeater-item-4848bd0\" href=\"mailto:manuel.gramlich@ventum.de?cc=website@ventum.de\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Icon-email-2<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-email-2\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-linkedin-in elementor-repeater-item-7ea21d0\" href=\"https:\/\/www.linkedin.com\/in\/manuelgramlich\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Linkedin-in<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-linkedin-in\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-914f04d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"914f04d\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-74dc705 elementor-hidden-tablet elementor-hidden-mobile\" data-id=\"74dc705\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-abcdcc9 elementor-widget elementor-widget-heading\" data-id=\"abcdcc9\" 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<div class=\"elementor-heading-title elementor-size-default\">Satisfied customers from SMEs and large corporations<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5e48cf0\" data-id=\"5e48cf0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dbe2210 progress-bottom elementor-skin-carousel elementor-widget elementor-widget-media-carousel\" data-id=\"dbe2210\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_per_view&quot;:&quot;5&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;lazyload&quot;:&quot;yes&quot;,&quot;slides_per_view_tablet&quot;:&quot;4&quot;,&quot;slides_per_view_mobile&quot;:&quot;2&quot;,&quot;speed&quot;:5000,&quot;autoplay_speed&quot;:0,&quot;skin&quot;:&quot;carousel&quot;,&quot;effect&quot;:&quot;slide&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;loop&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]}}\" data-widget_type=\"media-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper\">\n\t\t\t\t\t<div class=\"elementor-main-swiper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Slider\">\n\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Liebherr\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Liebherr.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"BMW\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/BMW.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Allianz\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Allianz.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"SWM\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/SWM.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Telekom\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Telekom.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Accor\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Accor.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Knorr-Bremse\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Knorr-Bremse.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"DKB\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/DKB.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"MAN\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/MAN.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Vaillant\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Vaillant.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Continental\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Continental-1.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Traton\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Traton.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Hitachi\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Hitachi.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Novartis\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Novartis.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"VW\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/VW-1.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Eurofins\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Eurofins.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Messe\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Messe.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Siemens\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Siemens.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Bund-Naturschutz\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Bund-Naturschutz.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"DieAutobahn\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/DieAutobahn.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"T\u00dcV\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/TUeV.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Mercedes\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Mercedes-1.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Lampenwelt\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Lampenwelt-1.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Audi\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Audi-1.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"BME\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/BME.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Skoda\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Skoda-1.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Bosch\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/Bosch-1.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Union-Investment-Real-Estate-GmbH\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/01\/Union-Investment-Real-Estate-GmbH.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Krones\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/01\/Krones.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Finanz-Informatik-Technologie-Service\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/01\/Finanz-Informatik-Technologie-Service.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Sana-IT-Services\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/01\/Sana-IT-Services.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Sparda-Bank\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/01\/Sparda-Bank.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"Hamburger-Hochbahn\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/01\/Hamburger-Hochbahn.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"KUKA\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/01\/KUKA.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"John-Deere\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/01\/John-Deere.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"WWK-Versicherungen\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/01\/WWK-Versicherungen.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"BSH-Hausger\u00e4te\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/01\/BSH-Hausgeraete.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image swiper-lazy\" role=\"img\" aria-label=\"undweitere\" data-background=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2025\/08\/undweitere.png\">\n\n\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-87b7a18 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"87b7a18\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d01faf7\" data-id=\"d01faf7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0053888 elementor-widget elementor-widget-heading\" data-id=\"0053888\" 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\">Executive Summary \u2013 Predictive Maintenance at a Glance<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-705c12f\" data-id=\"705c12f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-30efdf4 elementor-list-item-link-inline elementor-icon-list--layout-traditional elementor-widget elementor-widget-icon-list\" data-id=\"30efdf4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Strategic Relevance:<\/b> Predictive maintenance turns maintenance into a measurable driver of productivity and competitiveness.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Data instead of fixed intervals:<\/b> Machine data shows when maintenance is actually needed.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Fewer unplanned outages:<\/b> Anomalies and wear are detected before they lead to production stoppages.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Machine learning supports decision-making:<\/b> Forecasts help improve the planning of maintenance, replacement parts, and resources.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Scalable Implementation:<\/b> A clear starting point through assessment and a pilot lays the foundation for rolling out the solution to additional machines and plants.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f76e35 btn-default elementor-widget elementor-widget-button\" data-id=\"3f76e35\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-xs\" href=\"#kontakt\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Schedule a free initial consultation now<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-35d90a2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"35d90a2\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9afb80e\" data-id=\"9afb80e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fab2d84 elementor-widget elementor-widget-heading\" data-id=\"fab2d84\" 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\">Our Services: What Ventum Consulting Does in the Area of Predictive Maintenance<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2927faf elementor-widget elementor-widget-text-editor\" data-id=\"2927faf\" 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>Predictive maintenance combines condition monitoring, industrial data, machine learning, and maintenance. Success depends not only on the model itself, but also on its integration into production processes, maintenance planning, and existing IT\/OT systems. <\/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-112d5cc elementor-widget elementor-widget-accordion\" data-id=\"112d5cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1801\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1801\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">Condition Monitoring and Condition Surveillance<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1801\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1801\"><p>Many machines already provide operational and sensor data, but this data is not systematically analyzed. We identify relevant condition parameters such as temperature, vibration, pressure, current consumption, and cycle time, and lay the groundwork for continuous monitoring of your equipment. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1802\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1802\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">Data Quality and Industrial Data<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1802\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1802\"><p>Incomplete, inconsistent, or inaccessible data limits the effectiveness of any predictive maintenance solution. We analyze data sources, data quality, and data flows, and develop a robust data foundation for analytics and machine learning. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1803\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1803\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">Anomaly Detection and Machine Learning<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1803\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1803\"><p>Problems often manifest themselves through small deviations from normal conditions. We develop models that identify patterns, trends, and anomalies and use them to derive reliable indications of potential maintenance needs. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1804\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-1804\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">Remaining Useful Life and Failure Predictions<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1804\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-1804\"><p>Not every detected deviation leads directly to a failure. We assist in developing predictions regarding the remaining service life of critical components, thereby providing a better foundation for maintenance planning. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1805\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-1805\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">Maintenance Planning and Spare Parts Management<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1805\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-1805\"><p>A forecast is only useful if it is translated into concrete action. We integrate predictive maintenance into maintenance planning, ticket systems, spare parts logistics, and work planning. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1806\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-1806\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">IT\/OT and System Integration<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1806\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-1806\"><p>Production data is generated by machines, PLCs, SCADA systems, MES, and other systems. We create seamless data flows and integrate predictive maintenance solutions into existing production and enterprise architectures. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1807\" class=\"elementor-tab-title\" data-tab=\"7\" role=\"button\" aria-controls=\"elementor-tab-content-1807\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">AI-powered decision support<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1807\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"7\" role=\"region\" aria-labelledby=\"elementor-tab-title-1807\"><p>Predictive maintenance is intended to support skilled workers, not to replace them indiscriminately. We develop clear recommendations for action that help maintenance personnel and production managers assess risks and determine appropriate measures. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1808\" class=\"elementor-tab-title\" data-tab=\"8\" role=\"button\" aria-controls=\"elementor-tab-content-1808\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">Scaling Across Machines and Plants<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1808\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"8\" role=\"region\" aria-labelledby=\"elementor-tab-title-1808\"><p>A model that works for a single machine is not automatically transferable. We create standardized data, model, and governance structures so that predictive maintenance can be rolled out step by step to additional systems, production lines, and locations. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fd8e6b6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fd8e6b6\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6d21562\" data-id=\"6d21562\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dd8cd04 kontakt elementor-widget elementor-widget-heading\" data-id=\"dd8cd04\" 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\">Your Expert in Industry 4.0 Consulting<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d160e7a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d160e7a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bf45e5a\" data-id=\"bf45e5a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1723390 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1723390\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-4f646ca\" data-id=\"4f646ca\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b3506a9 elementor-widget elementor-widget-heading\" data-id=\"b3506a9\" 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<h5 class=\"elementor-heading-title elementor-size-default\">Caspar Sunder-Plassmann<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a62c439 elementor-widget elementor-widget-text-editor\" data-id=\"a62c439\" 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>Principal  <\/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-455196a elementor-icon-list--layout-inline elementor-list-item-link-inline elementor-widget elementor-widget-icon-list\" data-id=\"455196a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/mailto-caspar-dot-sunder-plassmann-at-ventum-dot-de-cc-equals-website-at-ventum-dot-de\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-email-2\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/caspar-sunder-plassmann-2b767b131\/\" target=\"_blank\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-linkedin-in\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7278d97 btn-default elementor-widget elementor-widget-button\" data-id=\"7278d97\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-xs\" href=\"https:\/\/www.ventum-consulting.com\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-746826b\" data-id=\"746826b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-be71c76 elementor-widget elementor-widget-image\" data-id=\"be71c76\" 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=\"201\" height=\"300\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2024\/09\/ventum-ansprechpartner-casparS-201x300.png\" class=\"attachment-medium size-medium wp-image-23106\" alt=\"\" srcset=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2024\/09\/ventum-ansprechpartner-casparS-201x300.png 201w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2024\/09\/ventum-ansprechpartner-casparS.png 258w\" sizes=\"(max-width: 201px) 100vw, 201px\" \/>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-ea44dc8\" data-id=\"ea44dc8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a19d5fd elementor-widget elementor-widget-heading\" data-id=\"a19d5fd\" 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<h5 class=\"elementor-heading-title elementor-size-default\">Manuel Gramlich<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77a8428 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"77a8428\" 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>Principal  <\/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-c0ca3c2 elementor-icon-list--layout-inline elementor-list-item-link-inline elementor-widget elementor-widget-icon-list\" data-id=\"c0ca3c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"mailto:manuel.gramlich@ventum.de?cc=website@ventum.de\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-email-2\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/manuelgramlich\/\" target=\"_blank\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-linkedin-in\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-051d798 btn-default elementor-widget elementor-widget-button\" data-id=\"051d798\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-xs\" href=\"https:\/\/www.ventum-consulting.com\/en\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contact<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-2407808\" data-id=\"2407808\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5c59ad1 elementor-widget elementor-widget-image\" data-id=\"5c59ad1\" 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=\"200\" height=\"300\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2023\/01\/L_manuel-g_1200x1800-200x300.png\" class=\"attachment-medium size-medium wp-image-4960\" alt=\"\" srcset=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2023\/01\/L_manuel-g_1200x1800-200x300.png 200w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2023\/01\/L_manuel-g_1200x1800-683x1024.png 683w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2023\/01\/L_manuel-g_1200x1800-768x1152.png 768w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2023\/01\/L_manuel-g_1200x1800-1024x1536.png 1024w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2023\/01\/L_manuel-g_1200x1800.png 1200w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b6255f3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b6255f3\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-45383a7\" data-id=\"45383a7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fbc67aa elementor-widget elementor-widget-heading\" data-id=\"fbc67aa\" 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\">Predictive Maintenance: The Data-to-Action Cycle<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bff38b7 elementor-widget elementor-widget-text-editor\" data-id=\"bff38b7\" 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>Predictive maintenance only creates real value when machine data leads to concrete actions. Our \u201cData to Action\u201d cycle integrates data collection, analytics, machine learning, and operational maintenance into a continuous improvement process. <\/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-93fab5c elementor-widget elementor-widget-accordion\" data-id=\"93fab5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1551\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1551\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">1. Collect Data<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1551\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1551\"><p>Machine, sensor, operational, and maintenance data are continuously collected. Relevant parameters such as temperature, vibration, pressure, current consumption, and cycle time form the basis for condition assessment. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1552\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1552\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">2. Analyze the condition of the equipment<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1552\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1552\"><p>The data is processed, quality-assured, and compared with historical operating values. This reveals patterns, trends, and initial deviations from normal conditions. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1553\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1553\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">3. Detecting Anomalies<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1553\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1553\"><p>Analytics and machine learning identify anomalies that indicate wear, process deviations, or a potential equipment failure. Critical developments are detected before they lead to an unplanned outage. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1554\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-1554\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">4. Forecasting Default Risk<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1554\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-1554\"><p>Based on the identified patterns, the probability of a failure or the remaining service life is estimated. This allows for an early assessment of the expected maintenance needs. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1555\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-1555\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">5. Prioritize the action<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1555\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-1555\"><p>The forecast is translated into a specific recommendation for action. Maintenance measures are prioritized based on risk, relevance to production, available resources, and expected cost-effectiveness. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1556\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-1556\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">6. Perform maintenance<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1556\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-1556\"><p>The planned measure is integrated into existing maintenance, EAM, ERP, or ticketing systems and implemented at the appropriate time. This transforms a technical forecast into an operational improvement. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1557\" class=\"elementor-tab-title\" data-tab=\"7\" role=\"button\" aria-controls=\"elementor-tab-content-1557\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">7. Evaluate the Results<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1557\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"7\" role=\"region\" aria-labelledby=\"elementor-tab-title-1557\"><p>After maintenance, the condition, cause, action taken, and result are documented. The comparison shows whether the model provides reliable predictions and whether the maintenance achieved the expected benefits. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1558\" class=\"elementor-tab-title\" data-tab=\"8\" role=\"button\" aria-controls=\"elementor-tab-content-1558\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">8. Improve the model<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1558\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"8\" role=\"region\" aria-labelledby=\"elementor-tab-title-1558\"><p>The new findings will be used for the controlled refinement and revalidation of the predictive model. This will allow the model&#8217;s quality to be improved step by step. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4fa427b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4fa427b\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a138945\" data-id=\"a138945\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-31768c4 elementor-widget elementor-widget-heading\" data-id=\"31768c4\" 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\">Why Choose Ventum Consulting for Predictive Maintenance Consulting<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-40da705 elementor-hidden-tablet elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"40da705\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-129a1b4\" data-id=\"129a1b4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8069a97 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"8069a97\" 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\" clip-rule=\"evenodd\" fill-rule=\"evenodd\" stroke-linejoin=\"round\" stroke-miterlimit=\"2\" viewBox=\"0 0 24 24\"><path d=\"m11.6 11c0-.552-.448-1-1-1-1.655 0-4.945 0-6.6 0-.552 0-1 .448-1 1v9c0 .552.448 1 1 1h6.6c.552 0 1-.448 1-1 0-2.092 0-6.908 0-9zm9.4 6c0-.552-.448-1-1-1h-6c-.538 0-1 .477-1 1v3c0 .552.448 1 1 1h6c.552 0 1-.448 1-1zm-1.5.5v2h-5v-2zm-9.4-6v8h-5.6v-8zm10.9-7.5c0-.552-.448-1-1-1-1.537 0-4.463 0-6 0-.552 0-1 .448-1 1v9.6c0 .552.448 1 1 1h6c.552 0 1-.448 1-1 0-2.194 0-7.406 0-9.6zm-1.5.5v8.6h-5v-8.6zm-7.9-.5c0-.552-.448-1-1-1-1.655 0-4.945 0-6.6 0-.552 0-1 .448-1 1v3.6c0 .552.448 1 1 1h6.6c.552 0 1-.448 1-1 0-1.017 0-2.583 0-3.6zm-1.5.5v2.6h-5.6v-2.6z\" fill-rule=\"nonzero\"><\/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-c5ed98c elementor-widget elementor-widget-heading\" data-id=\"c5ed98c\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Fewer unplanned outages<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0361394 elementor-widget elementor-widget-text-editor\" data-id=\"0361394\" 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>Anomalies and wear are detected early, before they lead to downtime and consequential damage.<\/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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-d408bf8\" data-id=\"d408bf8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-862347c elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"862347c\" 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\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path d=\"M10.26 4.171c-.58-.286-1.093-.517-1.581-.719.77-2.08 1.882-3.452 3.321-3.452 1.402 0 2.494 1.301 3.26 3.292-.492.211-.998.447-1.572.739-.588-1.567-1.258-2.275-1.688-2.275-.442 0-1.14.75-1.74 2.415zm1.74 18.073c-.429 0-1.1-.708-1.688-2.275-.58.295-1.081.528-1.572.739.767 1.991 1.858 3.292 3.26 3.292 1.439 0 2.551-1.372 3.321-3.452-.485-.201-.997-.431-1.581-.719-.6 1.665-1.298 2.415-1.74 2.415zm-4.708-2.216c-1.917.705-4.778 1.392-5.916-.317-.562-.845-.771-2.468 1.42-5.408.582-.78 1.254-1.545 1.937-2.249 1.531-1.554 3.256-3.05 5.505-4.598-1.083-.596-2.264-1.166-3.416-1.591-1.18-.434-2.219-.675-3.015-.675-.508 0-.886.107-1.009.289-.131.192-.138.783.445 1.842l.21-.012c1.048 0 1.897.865 1.897 1.932s-.85 1.932-1.897 1.932-1.897-.865-1.897-1.932c0-.345.089-.669.246-.95-1.11-1.96-.881-3.139-.419-3.815.324-.476 1.009-1.042 2.424-1.042 2.514 0 5.901 1.66 8.082 2.946 2.214-1.363 5.717-3.16 8.304-3.16 1.421 0 2.106.581 2.431 1.069.562.845.771 2.468-1.42 5.407-3.084 4.137-9.216 8.606-13.912 10.332zm12.538-11.394c1.506-2.019 1.552-3.082 1.366-3.361-.126-.189-.492-.298-1.003-.298-1.953 0-4.926 1.459-6.638 2.447 1.265.837 2.445 1.719 3.522 2.617-.407.413-.834.819-1.271 1.211-1.195-.984-2.523-1.947-3.9-2.811-1.581 1.037-3.173 2.254-4.603 3.551 1.075.951 2.356 1.949 3.721 2.873-.522.331-1.05.648-1.652.98l-.013-.009c-1.144-.811-2.271-1.701-3.316-2.632-2.818 2.878-3.612 4.964-3.239 5.525.126.189.492.298 1.003.298 2.35 0 6.08-2.017 8.287-3.464 2.709-1.776 5.799-4.328 7.736-6.927zm2.377 7.091c.141-.27.22-.577.22-.903 0-1.067-.849-1.932-1.897-1.932s-1.897.865-1.897 1.932.849 1.932 1.897 1.932l.258-.018c.553 1.024.544 1.598.415 1.787-.124.181-.501.288-1.009.288-1.602 0-3.833-.945-5.27-1.658-.48.342-1.077.748-1.659 1.119 1.926 1.037 4.758 2.295 6.929 2.295 1.415 0 2.1-.566 2.424-1.042.461-.674.69-1.85-.411-3.8z\"><\/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-dac6040 elementor-widget elementor-widget-heading\" data-id=\"dac6040\" 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<h3 class=\"elementor-heading-title elementor-size-default\">More Predictable Maintenance<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6a3d2e elementor-widget elementor-widget-text-editor\" data-id=\"b6a3d2e\" 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>Maintenance activities, personnel, and replacement parts can be planned more effectively based on real-time condition data.<\/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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-dd0c52d\" data-id=\"dd0c52d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-74eaa8b elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"74eaa8b\" 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\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path d=\"M5 20v2h-2v-2h2zm2-2h-6v6h6v-6zm6-1v5h-2v-5h2zm2-2h-6v9h6v-9zm6-2v9h-2v-9h2zm2-2h-6v13h6v-13zm0-11l-6 1.221 1.716 1.708-6.85 6.733-3.001-3.002-7.841 7.797 1.41 1.418 6.427-6.39 2.991 2.993 8.28-8.137 1.667 1.66 1.201-6.001z\"><\/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-4859274 elementor-widget elementor-widget-heading\" data-id=\"4859274\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Lower maintenance costs<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7747d9a elementor-widget elementor-widget-text-editor\" data-id=\"7747d9a\" 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>Rigid intervals and unnecessary replacements are reduced, while critical components are monitored more closely.<\/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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-cc61bcc\" data-id=\"cc61bcc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-25a9907 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"25a9907\" 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\" clip-rule=\"evenodd\" fill-rule=\"evenodd\" stroke-linejoin=\"round\" stroke-miterlimit=\"2\" viewBox=\"0 0 24 24\"><path d=\"m11.998 2c5.517 0 9.997 4.48 9.997 9.998 0 5.517-4.48 9.997-9.997 9.997-5.518 0-9.998-4.48-9.998-9.997 0-5.518 4.48-9.998 9.998-9.998zm.002 1.5h-.002c-4.69 0-8.498 3.808-8.498 8.498s3.808 8.497 8.498 8.497h.002zm1.5 16.863c.997-.179 1.934-.531 2.779-1.025h-2.779zm5.576-3.665h-5.576v1.14h4.668c.334-.353.638-.734.908-1.14zm1.167-2.64h-6.743v1.14h6.371c.15-.368.275-.749.372-1.14zm.233-2.64h-6.976v1.14h6.977c.012-.186.018-.372.018-.56 0-.195-.006-.388-.019-.58zm-.613-2.64h-6.363v1.14h6.738c-.098-.392-.224-.772-.375-1.14zm-1.713-2.64h-4.65v1.14h5.563c-.272-.406-.577-.787-.913-1.14zm-4.65-2.505v1.005h2.746c-.836-.484-1.762-.829-2.746-1.005z\" fill-rule=\"nonzero\"><\/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-b97d3cb elementor-widget elementor-widget-heading\" data-id=\"b97d3cb\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Higher System Availability<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c65f9bc elementor-widget elementor-widget-text-editor\" data-id=\"c65f9bc\" 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>Production remains more stable, delivery capabilities are improved, and the service life of machines can be extended.<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c00670b elementor-hidden-desktop elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c00670b\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-7941441\" data-id=\"7941441\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1070c39 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"1070c39\" 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\" clip-rule=\"evenodd\" fill-rule=\"evenodd\" stroke-linejoin=\"round\" stroke-miterlimit=\"2\" viewBox=\"0 0 24 24\"><path d=\"m11.6 11c0-.552-.448-1-1-1-1.655 0-4.945 0-6.6 0-.552 0-1 .448-1 1v9c0 .552.448 1 1 1h6.6c.552 0 1-.448 1-1 0-2.092 0-6.908 0-9zm9.4 6c0-.552-.448-1-1-1h-6c-.538 0-1 .477-1 1v3c0 .552.448 1 1 1h6c.552 0 1-.448 1-1zm-1.5.5v2h-5v-2zm-9.4-6v8h-5.6v-8zm10.9-7.5c0-.552-.448-1-1-1-1.537 0-4.463 0-6 0-.552 0-1 .448-1 1v9.6c0 .552.448 1 1 1h6c.552 0 1-.448 1-1 0-2.194 0-7.406 0-9.6zm-1.5.5v8.6h-5v-8.6zm-7.9-.5c0-.552-.448-1-1-1-1.655 0-4.945 0-6.6 0-.552 0-1 .448-1 1v3.6c0 .552.448 1 1 1h6.6c.552 0 1-.448 1-1 0-1.017 0-2.583 0-3.6zm-1.5.5v2.6h-5.6v-2.6z\" fill-rule=\"nonzero\"><\/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-814e649 elementor-widget elementor-widget-heading\" data-id=\"814e649\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Fewer unplanned outages<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-7937aa0\" data-id=\"7937aa0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-69e7010 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"69e7010\" 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\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path d=\"M10.26 4.171c-.58-.286-1.093-.517-1.581-.719.77-2.08 1.882-3.452 3.321-3.452 1.402 0 2.494 1.301 3.26 3.292-.492.211-.998.447-1.572.739-.588-1.567-1.258-2.275-1.688-2.275-.442 0-1.14.75-1.74 2.415zm1.74 18.073c-.429 0-1.1-.708-1.688-2.275-.58.295-1.081.528-1.572.739.767 1.991 1.858 3.292 3.26 3.292 1.439 0 2.551-1.372 3.321-3.452-.485-.201-.997-.431-1.581-.719-.6 1.665-1.298 2.415-1.74 2.415zm-4.708-2.216c-1.917.705-4.778 1.392-5.916-.317-.562-.845-.771-2.468 1.42-5.408.582-.78 1.254-1.545 1.937-2.249 1.531-1.554 3.256-3.05 5.505-4.598-1.083-.596-2.264-1.166-3.416-1.591-1.18-.434-2.219-.675-3.015-.675-.508 0-.886.107-1.009.289-.131.192-.138.783.445 1.842l.21-.012c1.048 0 1.897.865 1.897 1.932s-.85 1.932-1.897 1.932-1.897-.865-1.897-1.932c0-.345.089-.669.246-.95-1.11-1.96-.881-3.139-.419-3.815.324-.476 1.009-1.042 2.424-1.042 2.514 0 5.901 1.66 8.082 2.946 2.214-1.363 5.717-3.16 8.304-3.16 1.421 0 2.106.581 2.431 1.069.562.845.771 2.468-1.42 5.407-3.084 4.137-9.216 8.606-13.912 10.332zm12.538-11.394c1.506-2.019 1.552-3.082 1.366-3.361-.126-.189-.492-.298-1.003-.298-1.953 0-4.926 1.459-6.638 2.447 1.265.837 2.445 1.719 3.522 2.617-.407.413-.834.819-1.271 1.211-1.195-.984-2.523-1.947-3.9-2.811-1.581 1.037-3.173 2.254-4.603 3.551 1.075.951 2.356 1.949 3.721 2.873-.522.331-1.05.648-1.652.98l-.013-.009c-1.144-.811-2.271-1.701-3.316-2.632-2.818 2.878-3.612 4.964-3.239 5.525.126.189.492.298 1.003.298 2.35 0 6.08-2.017 8.287-3.464 2.709-1.776 5.799-4.328 7.736-6.927zm2.377 7.091c.141-.27.22-.577.22-.903 0-1.067-.849-1.932-1.897-1.932s-1.897.865-1.897 1.932.849 1.932 1.897 1.932l.258-.018c.553 1.024.544 1.598.415 1.787-.124.181-.501.288-1.009.288-1.602 0-3.833-.945-5.27-1.658-.48.342-1.077.748-1.659 1.119 1.926 1.037 4.758 2.295 6.929 2.295 1.415 0 2.1-.566 2.424-1.042.461-.674.69-1.85-.411-3.8z\"><\/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-2939364 elementor-widget elementor-widget-heading\" data-id=\"2939364\" 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<h3 class=\"elementor-heading-title elementor-size-default\">More Predictable Maintenance<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-0201e5d\" data-id=\"0201e5d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-790d70b elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"790d70b\" 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\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"><path d=\"M5 20v2h-2v-2h2zm2-2h-6v6h6v-6zm6-1v5h-2v-5h2zm2-2h-6v9h6v-9zm6-2v9h-2v-9h2zm2-2h-6v13h6v-13zm0-11l-6 1.221 1.716 1.708-6.85 6.733-3.001-3.002-7.841 7.797 1.41 1.418 6.427-6.39 2.991 2.993 8.28-8.137 1.667 1.66 1.201-6.001z\"><\/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-ae7fbde elementor-widget elementor-widget-heading\" data-id=\"ae7fbde\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Lower maintenance costs<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-a54f601\" data-id=\"a54f601\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-553bed6 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"553bed6\" 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\" clip-rule=\"evenodd\" fill-rule=\"evenodd\" stroke-linejoin=\"round\" stroke-miterlimit=\"2\" viewBox=\"0 0 24 24\"><path d=\"m11.998 2c5.517 0 9.997 4.48 9.997 9.998 0 5.517-4.48 9.997-9.997 9.997-5.518 0-9.998-4.48-9.998-9.997 0-5.518 4.48-9.998 9.998-9.998zm.002 1.5h-.002c-4.69 0-8.498 3.808-8.498 8.498s3.808 8.497 8.498 8.497h.002zm1.5 16.863c.997-.179 1.934-.531 2.779-1.025h-2.779zm5.576-3.665h-5.576v1.14h4.668c.334-.353.638-.734.908-1.14zm1.167-2.64h-6.743v1.14h6.371c.15-.368.275-.749.372-1.14zm.233-2.64h-6.976v1.14h6.977c.012-.186.018-.372.018-.56 0-.195-.006-.388-.019-.58zm-.613-2.64h-6.363v1.14h6.738c-.098-.392-.224-.772-.375-1.14zm-1.713-2.64h-4.65v1.14h5.563c-.272-.406-.577-.787-.913-1.14zm-4.65-2.505v1.005h2.746c-.836-.484-1.762-.829-2.746-1.005z\" fill-rule=\"nonzero\"><\/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-20b182e elementor-widget elementor-widget-heading\" data-id=\"20b182e\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Higher System Availability<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-173fe19 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"173fe19\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7ac2d1b\" data-id=\"7ac2d1b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-990ee36 btn-default elementor-align-left elementor-widget elementor-widget-button\" data-id=\"990ee36\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-xs\" href=\"#kontakt\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Request a free initial consultation now<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b316aad elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b316aad\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-0fc7eb1\" data-id=\"0fc7eb1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cf9ce30 elementor-list-item-link-inline elementor-icon-list--layout-traditional elementor-widget elementor-widget-icon-list\" data-id=\"cf9ce30\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Talk directly with subject matter experts\u2014no sales team involved<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5664417\" data-id=\"5664417\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-05947bc elementor-list-item-link-inline elementor-icon-list--layout-traditional elementor-widget elementor-widget-icon-list\" data-id=\"05947bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Free Assessment of Your Situation and Needs<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-37fdbf3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"37fdbf3\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ed2e08b\" data-id=\"ed2e08b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e505367 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e505367\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-84554b1\" data-id=\"84554b1\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4253824 elementor-widget elementor-widget-heading\" data-id=\"4253824\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"kontakt\" 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\">Schedule a no-obligation initial consultation at\nnow<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd95bd7 elementor-list-item-link-inline elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-icon-list\" data-id=\"fd95bd7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Proactive:<\/b> Identifying Maintenance Needs Before Failures Occur<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Data-Driven:<\/b> Integrating Machine Data, Condition Monitoring, and Machine Learning<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Economic:<\/b> Reduce downtime, optimize maintenance, and improve plant utilization<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Proven in Practice: Over <\/b>20 Years of Experience in Production, Manufacturing, and Digitalization<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Scalable:<\/b> From a single machine to a plant-wide rollout<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68732ec elementor-widget elementor-widget-spacer\" data-id=\"68732ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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-cd13fbd elementor-hidden-mobile elementor-widget elementor-widget-image-carousel\" data-id=\"cd13fbd\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;3&quot;,&quot;navigation&quot;:&quot;none&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500}\" 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 of 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2023\/03\/tuev-rheinland-logo-ventum-consulting.png\" alt=\"tuev-rheinland-logo-ventum-consulting\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 of 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2023\/03\/tisax-logo-ventum-consulting.png\" alt=\"tisax-logo-ventum-consulting\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 of 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2023\/03\/allianz-cybersicherheit-logo-ventum-consulting.png\" alt=\"allianz-cybersicherheit-logo-ventum-consulting\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 of 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/06\/tc_25_26_member-1-300x198.png\" alt=\"Top Consultant Award\" \/><\/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<div class=\"elementor-element elementor-element-27e6b30 elementor-hidden-mobile elementor-widget elementor-widget-text-editor\" data-id=\"27e6b30\" 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>TISAX and ISO certification apply only to the Munich location<\/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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-c561065\" data-id=\"c561065\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-362061a elementor-widget elementor-widget-text-editor\" data-id=\"362061a\" 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><strong>Your message<\/strong><\/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-921adac uael-cf7-check-yes elementor-widget-mobile__width-initial uael-cf7-style-box uael-cf7-input-size-sm uael-cf7-button-left uael-cf7-btn-size-sm uael-cf7-highlight-style-default elementor-widget elementor-widget-uael-cf7-styler\" data-id=\"921adac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"uael-cf7-styler.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class = \"uael-cf7-container\">\n\t\t\t\t\t\t<div class = \"uael-cf7 uael-cf7-style elementor-clickable\">\n\t\t\t\t\t\t\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f43860-o1\" lang=\"de-DE\" dir=\"ltr\" data-wpcf7-id=\"43860\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/posts\/58994#wpcf7-f43860-o1\" method=\"post\" class=\"wpcf7-form init wpcf7-acceptance-as-validation\" aria-label=\"Kontaktformular\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"43860\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.2.3\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"de_DE\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f43860-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<\/fieldset>\n<div class=\"name-fields\">\n\t<div class=\"first-name\">\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"first-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Vorname*\" value=\"\" type=\"text\" name=\"first-name\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<div class=\"last-name\">\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"last-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Nachname*\" value=\"\" type=\"text\" name=\"last-name\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n<\/div>\n<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"E-Mail*\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"phone\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-text wpcf7-validates-as-tel\" aria-invalid=\"false\" placeholder=\"Telefon\" value=\"\" type=\"tel\" name=\"phone\" \/><\/span><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-message\"><textarea cols=\"40\" rows=\"10\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\" placeholder=\"Ihre Nachricht\" name=\"your-message\"><\/textarea><\/span>\n<\/p>\n<div class=\"checkbox-box\">\n\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">*Ich stimme zu, dass meine personenbezogenen Daten - wie in der Datenschutzerkl\u00e4rung beschrieben - zur Bearbeitung meiner Anfrage  gespeichert werden. Diese Zustimmung kann ich jederzeit mit Wirkung f\u00fcr die Zukunft widerrufen.<\/span><\/label><\/span><\/span><\/span>\n\t<\/p>\n<\/div>\n<div class=\"checkbox-box\">\n\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-112\"><span class=\"wpcf7-form-control wpcf7-acceptance optional\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-112\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">Ich habe Interesse an Informationen zu Veranstaltungen und Firmennews per E-Mail. Ich kann mich jederzeit abmelden. Ich stimme zu, dass meine personenbezogenen Daten - wie in der Datenschutzerkl\u00e4rung beschrieben - zur Zusendung und Analyse der E-Mails verarbeitet werden. Diese Zustimmung kann ich jederzeit mit Wirkung f\u00fcr die Zukunft widerrufen.<\/span><\/label><\/span><\/span><\/span>\n\t<\/p>\n<\/div>\n<div style=\"font-size:11px;line-height:1.2;\">\n\t<p>*Pflichtfeld\n\t<\/p>\n<\/div>\n<div class=\"btn-wrap\">\n\t<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Jetzt Kontakt aufnehmen\" \/>\n\t<\/p>\n<\/div>\n<p><span class=\"wpcf7-form-control-wrap kc_captcha\" data-name=\"kc_captcha\"><span class=\"wpcf7-form-control wpcf7-radio\"><span class=\"captcha-image\" ><span class=\"cf7ic_instructions\">Bitte beweise, dass du kein Spambot bist und w\u00e4hle das Symbol<span> LKW<\/span>.<\/span><label><input aria-label=\"1\" type=\"radio\" name=\"kc_captcha\" value=\"bot\" \/><svg aria-hidden=\"true\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 576 512\"><path fill=\"currentColor\" d=\"M415 24c-53 0-103 42-127 65-24-23-74-65-127-65C70 24 16 77 16 166c0 72 67 133 69 135l187 181c9 8 23 8 32 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href=\"https:\/\/www.ventum-consulting.com\/en\/assessments\/ai-infrastructure-operations-readiness\/\" target=\"_self\" title=\"AI Infrastructure Operations Readiness \u2013 Embedding (Agentic) AI Securely and Scalably in IT Infrastructure Operations\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1600\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_1685556605-scaled.jpeg\" class=\"attachment-full size-full wp-image-58949\" alt=\"\" srcset=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_1685556605-scaled.jpeg 2560w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_1685556605-300x188.jpeg 300w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_1685556605-1024x640.jpeg 1024w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_1685556605-768x480.jpeg 768w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_1685556605-1536x960.jpeg 1536w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_1685556605-2048x1280.jpeg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\n\t\t\t<div class=\"uael-post__content-wrap uael-content-wrap-disabled\">\n\t\t\t\t\t\t\t<div class=\"uael-post__terms-wrap\"><span class=\"uael-post__terms\"><span class=\"uael-listing__terms-link\">Assessments<\/span><\/span><\/div>\n\t\t\t\t\t\t<h4 class=\"uael-post__title\">\n\n\t\t\n\t\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/assessments\/ai-infrastructure-operations-readiness\/\" target=\"_self\">\n\t\t\t\tAI Infrastructure Operations Readiness \u2013 Embedding (Agentic) AI Securely and Scalably in IT Infrastructure Operations\t\t\t<\/a>\n\n\t\t\t\t<\/h4>\n\t\t\t\t\t<a class=\"uael-post__read-more elementor-button\" href=\"https:\/\/www.ventum-consulting.com\/en\/assessments\/ai-infrastructure-operations-readiness\/\" target=\"_self\" aria-labelledby=\"uael-post-58962\">\n\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<span class=\"elementor-button-icon elementor-align-icon-right\">\n\n\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\n\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-button-text\" id=uael-post-58962>Learn More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\n\t<\/div>\n\n<\/div>\n\n<div class=\"uael-post-wrapper   workshops \">\n\t<div class=\"uael-post__bg-wrap uael-bg-wrap-disabled \">\n\n\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/workshops\/conflict-workshop\/\" target=\"_self\" class=\"uael-post__complete-box-overlay\" aria-label=\"Link Complete Box\"><\/a>\n\t\t\t\t\n\t\t<div 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https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_1851950710-768x576.jpeg 768w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_1851950710-1536x1152.jpeg 1536w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_1851950710-2048x1536.jpeg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\n\t\t\t<div class=\"uael-post__content-wrap uael-content-wrap-disabled\">\n\t\t\t\t\t\t\t<div class=\"uael-post__terms-wrap\"><span class=\"uael-post__terms\"><span class=\"uael-listing__terms-link\">Workshops<\/span><\/span><\/div>\n\t\t\t\t\t\t<h4 class=\"uael-post__title\">\n\n\t\t\n\t\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/workshops\/conflict-workshop\/\" target=\"_self\">\n\t\t\t\tConflict Workshop \u2013 Resolving Conflicts Constructively and Strengthening Collaboration for the Long Term\t\t\t<\/a>\n\n\t\t\t\t<\/h4>\n\t\t\t\t\t<a class=\"uael-post__read-more elementor-button\" href=\"https:\/\/www.ventum-consulting.com\/en\/workshops\/conflict-workshop\/\" target=\"_self\" aria-labelledby=\"uael-post-58951\">\n\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<span class=\"elementor-button-icon elementor-align-icon-right\">\n\n\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\n\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-button-text\" id=uael-post-58951>Learn More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\n\t<\/div>\n\n<\/div>\n\n<div class=\"uael-post-wrapper   trainings \">\n\t<div class=\"uael-post__bg-wrap uael-bg-wrap-disabled \">\n\n\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-nuremberg\/\" target=\"_self\" class=\"uael-post__complete-box-overlay\" aria-label=\"Link Complete Box\"><\/a>\n\t\t\t\t\n\t\t<div class=\"uael-post__inner-wrap uael-inner-wrap-disabled\">\n\n\t\t\t\t<div class=\"uael-post__thumbnail\">\n\t\t\t\n\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-nuremberg\/\" target=\"_self\" title=\"AI In-House Training in Nuremberg: Learn about artificial intelligence in a structured way, deploy AI agents, and build lasting knowledge within your company\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1869\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_172751660-scaled.jpeg\" class=\"attachment-full size-full wp-image-53833\" alt=\"\" srcset=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_172751660-scaled.jpeg 2560w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_172751660-300x219.jpeg 300w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_172751660-1024x747.jpeg 1024w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_172751660-768x561.jpeg 768w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_172751660-1536x1121.jpeg 1536w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_172751660-2048x1495.jpeg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\n\t\t\t<div class=\"uael-post__content-wrap uael-content-wrap-disabled\">\n\t\t\t\t\t\t\t<div class=\"uael-post__terms-wrap\"><span class=\"uael-post__terms\"><span class=\"uael-listing__terms-link\">Trainings<\/span><\/span><\/div>\n\t\t\t\t\t\t<h4 class=\"uael-post__title\">\n\n\t\t\n\t\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-nuremberg\/\" target=\"_self\">\n\t\t\t\tAI In-House Training in Nuremberg: Learn about artificial intelligence in a structured way, deploy AI agents, and build lasting knowledge within your company\t\t\t<\/a>\n\n\t\t\t\t<\/h4>\n\t\t\t\t\t<a class=\"uael-post__read-more elementor-button\" href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-nuremberg\/\" target=\"_self\" aria-labelledby=\"uael-post-58930\">\n\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<span class=\"elementor-button-icon elementor-align-icon-right\">\n\n\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\n\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-button-text\" id=uael-post-58930>Learn More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\n\t<\/div>\n\n<\/div>\n\n<div class=\"uael-post-wrapper   trainings \">\n\t<div class=\"uael-post__bg-wrap uael-bg-wrap-disabled \">\n\n\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-vienna\/\" target=\"_self\" class=\"uael-post__complete-box-overlay\" aria-label=\"Link Complete Box\"><\/a>\n\t\t\t\t\n\t\t<div class=\"uael-post__inner-wrap uael-inner-wrap-disabled\">\n\n\t\t\t\t<div class=\"uael-post__thumbnail\">\n\t\t\t\n\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-vienna\/\" target=\"_self\" title=\"AI In-House Training in Vienna: Using Artificial Intelligence Effectively, Ensuring Data Protection, and Building AI Expertise for the Long Term\"><img loading=\"lazy\" decoding=\"async\" width=\"8500\" height=\"6509\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_676938106.jpeg\" class=\"attachment-full size-full wp-image-53544\" alt=\"\" srcset=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_676938106.jpeg 8500w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_676938106-300x230.jpeg 300w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_676938106-1024x784.jpeg 1024w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_676938106-768x588.jpeg 768w\" sizes=\"(max-width: 8500px) 100vw, 8500px\" \/><\/a>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\n\t\t\t<div class=\"uael-post__content-wrap uael-content-wrap-disabled\">\n\t\t\t\t\t\t\t<div class=\"uael-post__terms-wrap\"><span class=\"uael-post__terms\"><span class=\"uael-listing__terms-link\">Trainings<\/span><\/span><\/div>\n\t\t\t\t\t\t<h4 class=\"uael-post__title\">\n\n\t\t\n\t\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-vienna\/\" target=\"_self\">\n\t\t\t\tAI In-House Training in Vienna: Using Artificial Intelligence Effectively, Ensuring Data Protection, and Building AI Expertise for the Long Term\t\t\t<\/a>\n\n\t\t\t\t<\/h4>\n\t\t\t\t\t<a class=\"uael-post__read-more elementor-button\" href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-vienna\/\" target=\"_self\" aria-labelledby=\"uael-post-58918\">\n\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<span class=\"elementor-button-icon elementor-align-icon-right\">\n\n\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\n\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-button-text\" id=uael-post-58918>Learn More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\n\t<\/div>\n\n<\/div>\n\n<div class=\"uael-post-wrapper   trainings \">\n\t<div class=\"uael-post__bg-wrap uael-bg-wrap-disabled \">\n\n\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-stuttgart\/\" target=\"_self\" class=\"uael-post__complete-box-overlay\" aria-label=\"Link Complete Box\"><\/a>\n\t\t\t\t\n\t\t<div class=\"uael-post__inner-wrap uael-inner-wrap-disabled\">\n\n\t\t\t\t<div class=\"uael-post__thumbnail\">\n\t\t\t\n\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-stuttgart\/\" target=\"_self\" title=\"AI In-House Training in Stuttgart: Targeted Use of AI Tools, Effectively Training Participants, and Embedding Artificial Intelligence for the Long Term\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1440\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_126928003-scaled.jpeg\" class=\"attachment-full size-full wp-image-53270\" alt=\"\" srcset=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_126928003-scaled.jpeg 2560w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_126928003-300x169.jpeg 300w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_126928003-1024x576.jpeg 1024w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_126928003-768x432.jpeg 768w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_126928003-1536x864.jpeg 1536w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_126928003-2048x1152.jpeg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\n\t\t\t<div class=\"uael-post__content-wrap uael-content-wrap-disabled\">\n\t\t\t\t\t\t\t<div class=\"uael-post__terms-wrap\"><span class=\"uael-post__terms\"><span class=\"uael-listing__terms-link\">Trainings<\/span><\/span><\/div>\n\t\t\t\t\t\t<h4 class=\"uael-post__title\">\n\n\t\t\n\t\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-stuttgart\/\" target=\"_self\">\n\t\t\t\tAI In-House Training in Stuttgart: Targeted Use of AI Tools, Effectively Training Participants, and Embedding Artificial Intelligence for the Long Term\t\t\t<\/a>\n\n\t\t\t\t<\/h4>\n\t\t\t\t\t<a class=\"uael-post__read-more elementor-button\" href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-stuttgart\/\" target=\"_self\" aria-labelledby=\"uael-post-58909\">\n\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<span class=\"elementor-button-icon elementor-align-icon-right\">\n\n\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\n\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-button-text\" id=uael-post-58909>Learn More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\n\t<\/div>\n\n<\/div>\n\n<div class=\"uael-post-wrapper   trainings \">\n\t<div class=\"uael-post__bg-wrap uael-bg-wrap-disabled \">\n\n\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-frankfurt\/\" target=\"_self\" class=\"uael-post__complete-box-overlay\" aria-label=\"Link Complete Box\"><\/a>\n\t\t\t\t\n\t\t<div class=\"uael-post__inner-wrap uael-inner-wrap-disabled\">\n\n\t\t\t\t<div class=\"uael-post__thumbnail\">\n\t\t\t\n\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-frankfurt\/\" target=\"_self\" title=\"AI In-House Training in Frankfurt: Building Artificial Intelligence Strategically, Using It Responsibly, and Reaping Lasting Benefits for Your Business\"><img loading=\"lazy\" decoding=\"async\" width=\"10000\" height=\"5083\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_165464537.jpeg\" class=\"attachment-full size-full wp-image-53250\" alt=\"\" srcset=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_165464537.jpeg 10000w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_165464537-300x152.jpeg 300w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_165464537-1024x520.jpeg 1024w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_165464537-768x390.jpeg 768w\" sizes=\"(max-width: 10000px) 100vw, 10000px\" \/><\/a>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\n\t\t\t<div class=\"uael-post__content-wrap uael-content-wrap-disabled\">\n\t\t\t\t\t\t\t<div class=\"uael-post__terms-wrap\"><span class=\"uael-post__terms\"><span class=\"uael-listing__terms-link\">Trainings<\/span><\/span><\/div>\n\t\t\t\t\t\t<h4 class=\"uael-post__title\">\n\n\t\t\n\t\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-frankfurt\/\" target=\"_self\">\n\t\t\t\tAI In-House Training in Frankfurt: Building Artificial Intelligence Strategically, Using It Responsibly, and Reaping Lasting Benefits for Your Business\t\t\t<\/a>\n\n\t\t\t\t<\/h4>\n\t\t\t\t\t<a class=\"uael-post__read-more elementor-button\" href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-frankfurt\/\" target=\"_self\" aria-labelledby=\"uael-post-58899\">\n\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<span class=\"elementor-button-icon elementor-align-icon-right\">\n\n\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\n\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-button-text\" id=uael-post-58899>Learn More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\n\t<\/div>\n\n<\/div>\n\n<div class=\"uael-post-wrapper   trainings \">\n\t<div class=\"uael-post__bg-wrap uael-bg-wrap-disabled \">\n\n\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-cologne\/\" target=\"_self\" class=\"uael-post__complete-box-overlay\" aria-label=\"Link Complete Box\"><\/a>\n\t\t\t\t\n\t\t<div class=\"uael-post__inner-wrap uael-inner-wrap-disabled\">\n\n\t\t\t\t<div class=\"uael-post__thumbnail\">\n\t\t\t\n\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-cologne\/\" target=\"_self\" title=\"AI In-House Training in Cologne: Learn Artificial Intelligence in a Structured Way, Apply It Effectively, and Integrate It into Your Team\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_519756476-scaled.jpeg\" class=\"attachment-full size-full wp-image-53241\" alt=\"\" srcset=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_519756476-scaled.jpeg 2560w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_519756476-300x200.jpeg 300w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_519756476-1024x683.jpeg 1024w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_519756476-768x512.jpeg 768w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_519756476-1536x1024.jpeg 1536w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_519756476-2048x1365.jpeg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\n\t\t\t<div class=\"uael-post__content-wrap uael-content-wrap-disabled\">\n\t\t\t\t\t\t\t<div class=\"uael-post__terms-wrap\"><span class=\"uael-post__terms\"><span class=\"uael-listing__terms-link\">Trainings<\/span><\/span><\/div>\n\t\t\t\t\t\t<h4 class=\"uael-post__title\">\n\n\t\t\n\t\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-cologne\/\" target=\"_self\">\n\t\t\t\tAI In-House Training in Cologne: Learn Artificial Intelligence in a Structured Way, Apply It Effectively, and Integrate It into Your Team\t\t\t<\/a>\n\n\t\t\t\t<\/h4>\n\t\t\t\t\t<a class=\"uael-post__read-more elementor-button\" href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-inhouse-training-cologne\/\" target=\"_self\" aria-labelledby=\"uael-post-58890\">\n\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<span class=\"elementor-button-icon elementor-align-icon-right\">\n\n\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\n\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-button-text\" id=uael-post-58890>Learn More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\n\t<\/div>\n\n<\/div>\n\n<div class=\"uael-post-wrapper   trainings \">\n\t<div class=\"uael-post__bg-wrap uael-bg-wrap-disabled \">\n\n\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-in-house-training-hamburg\/\" target=\"_self\" class=\"uael-post__complete-box-overlay\" aria-label=\"Link Complete Box\"><\/a>\n\t\t\t\t\n\t\t<div class=\"uael-post__inner-wrap uael-inner-wrap-disabled\">\n\n\t\t\t\t<div class=\"uael-post__thumbnail\">\n\t\t\t\n\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-in-house-training-hamburg\/\" target=\"_self\" title=\"AI In-House Training in Hamburg: Gain Targeted Skills in Artificial Intelligence, Use It Safely, and Embed It for the Long Term\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_239126371-scaled.jpeg\" class=\"attachment-full size-full wp-image-53234\" alt=\"\" srcset=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_239126371-scaled.jpeg 2560w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_239126371-300x200.jpeg 300w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_239126371-1024x683.jpeg 1024w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_239126371-768x512.jpeg 768w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_239126371-1536x1024.jpeg 1536w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/09\/AdobeStock_239126371-2048x1365.jpeg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\n\t\t\t<div class=\"uael-post__content-wrap uael-content-wrap-disabled\">\n\t\t\t\t\t\t\t<div class=\"uael-post__terms-wrap\"><span class=\"uael-post__terms\"><span class=\"uael-listing__terms-link\">Trainings<\/span><\/span><\/div>\n\t\t\t\t\t\t<h4 class=\"uael-post__title\">\n\n\t\t\n\t\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-in-house-training-hamburg\/\" target=\"_self\">\n\t\t\t\tAI In-House Training in Hamburg: Gain Targeted Skills in Artificial Intelligence, Use It Safely, and Embed It for the Long Term\t\t\t<\/a>\n\n\t\t\t\t<\/h4>\n\t\t\t\t\t<a class=\"uael-post__read-more elementor-button\" href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/ai-in-house-training-hamburg\/\" target=\"_self\" aria-labelledby=\"uael-post-58790\">\n\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<span class=\"elementor-button-icon elementor-align-icon-right\">\n\n\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\n\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-button-text\" id=uael-post-58790>Learn More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\n\t<\/div>\n\n<\/div>\n\n<div class=\"uael-post-wrapper   trainings \">\n\t<div class=\"uael-post__bg-wrap uael-bg-wrap-disabled \">\n\n\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/transformational-leadership-training\/\" target=\"_self\" class=\"uael-post__complete-box-overlay\" aria-label=\"Link Complete Box\"><\/a>\n\t\t\t\t\n\t\t<div class=\"uael-post__inner-wrap uael-inner-wrap-disabled\">\n\n\t\t\t\t<div class=\"uael-post__thumbnail\">\n\t\t\t\n\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/transformational-leadership-training\/\" target=\"_self\" title=\"Transformational Leadership Training \u2013 Inspiring People, Developing Teams, and Shaping Change\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1440\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_206661841-scaled.jpeg\" class=\"attachment-full size-full wp-image-58583\" alt=\"\" srcset=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_206661841-scaled.jpeg 2560w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_206661841-300x169.jpeg 300w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_206661841-1024x576.jpeg 1024w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_206661841-768x432.jpeg 768w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_206661841-1536x864.jpeg 1536w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_206661841-2048x1152.jpeg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\n\t\t\t<div class=\"uael-post__content-wrap uael-content-wrap-disabled\">\n\t\t\t\t\t\t\t<div class=\"uael-post__terms-wrap\"><span class=\"uael-post__terms\"><span class=\"uael-listing__terms-link\">Trainings<\/span><\/span><\/div>\n\t\t\t\t\t\t<h4 class=\"uael-post__title\">\n\n\t\t\n\t\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/transformational-leadership-training\/\" target=\"_self\">\n\t\t\t\tTransformational Leadership Training \u2013 Inspiring People, Developing Teams, and Shaping Change\t\t\t<\/a>\n\n\t\t\t\t<\/h4>\n\t\t\t\t\t<a class=\"uael-post__read-more elementor-button\" href=\"https:\/\/www.ventum-consulting.com\/en\/trainings\/transformational-leadership-training\/\" target=\"_self\" aria-labelledby=\"uael-post-58581\">\n\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<span class=\"elementor-button-icon elementor-align-icon-right\">\n\n\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\n\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-button-text\" id=uael-post-58581>Learn More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\n\t<\/div>\n\n<\/div>\n\n<div class=\"uael-post-wrapper   news \">\n\t<div class=\"uael-post__bg-wrap uael-bg-wrap-disabled \">\n\n\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/news\/workforce-transformation-consulting-for-businesses\/\" target=\"_self\" class=\"uael-post__complete-box-overlay\" aria-label=\"Link Complete Box\"><\/a>\n\t\t\t\t\n\t\t<div class=\"uael-post__inner-wrap uael-inner-wrap-disabled\">\n\n\t\t\t\t<div class=\"uael-post__thumbnail\">\n\t\t\t\n\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/news\/workforce-transformation-consulting-for-businesses\/\" target=\"_self\" title=\"Workforce Transformation Consulting for Businesses: The Right Talent, Skills, and Structures for the Organization of the Future\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1440\" src=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_501451151-scaled.jpeg\" class=\"attachment-full size-full wp-image-58174\" alt=\"\" srcset=\"https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_501451151-scaled.jpeg 2560w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_501451151-300x169.jpeg 300w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_501451151-1024x576.jpeg 1024w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_501451151-768x432.jpeg 768w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_501451151-1536x864.jpeg 1536w, https:\/\/www.ventum-consulting.com\/wp-content\/uploads\/2026\/10\/AdobeStock_501451151-2048x1152.jpeg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/a>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\n\t\t\t<div class=\"uael-post__content-wrap uael-content-wrap-disabled\">\n\t\t\t\t\t\t\t<div class=\"uael-post__terms-wrap\"><span class=\"uael-post__terms\"><span class=\"uael-listing__terms-link\">News<\/span><\/span><\/div>\n\t\t\t\t\t\t<h4 class=\"uael-post__title\">\n\n\t\t\n\t\t\t\t\t\t<a href=\"https:\/\/www.ventum-consulting.com\/en\/news\/workforce-transformation-consulting-for-businesses\/\" target=\"_self\">\n\t\t\t\tWorkforce Transformation Consulting for Businesses: The Right Talent, Skills, and Structures for the Organization of the Future\t\t\t<\/a>\n\n\t\t\t\t<\/h4>\n\t\t\t\t\t<a class=\"uael-post__read-more elementor-button\" href=\"https:\/\/www.ventum-consulting.com\/en\/news\/workforce-transformation-consulting-for-businesses\/\" target=\"_self\" aria-labelledby=\"uael-post-58168\">\n\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<span class=\"elementor-button-icon elementor-align-icon-right\">\n\n\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right-3\"><\/i>\n\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-button-text\" id=uael-post-58168>Learn More<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\n\t<\/div>\n\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t<div class=\"uael-post__footer\">\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f1d36d4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f1d36d4\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8cfc69a\" data-id=\"8cfc69a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4225526 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4225526\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-78d1517\" data-id=\"78d1517\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-de08b4d elementor-widget elementor-widget-heading\" data-id=\"de08b4d\" 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\">FAQ - Frequently Asked Questions About Predictive Maintenance Consulting<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-40384ad\" data-id=\"40384ad\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ecd358e elementor-widget elementor-widget-accordion\" data-id=\"ecd358e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2481\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2481\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">What is Predictive Maintenance?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2481\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2481\"><p>Predictive maintenance uses sensor, operational, and maintenance data to detect early signs of wear or potential failures. As a result, maintenance tasks are not scheduled solely at fixed intervals or only after a failure has occurred. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2482\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-2482\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">What is the difference between reactive, preventive, and predictive maintenance?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2482\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-2482\"><p>With reactive maintenance, a machine is repaired only after it breaks down. Preventive maintenance is performed at fixed time or operating intervals. Predictive maintenance takes into account the actual condition of a system and predicts when maintenance is likely to be needed.  <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2483\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-2483\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">What data is needed for predictive maintenance?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2483\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-2483\"><p>Depending on the machine, temperature, vibration, pressure, current consumption, speed, load, cycle time, quality data, maintenance history, and fault events may be relevant. It is crucial to ensure sufficient data quality and to link condition data to actual maintenance and failure events. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2484\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-2484\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">Do we need new sensors?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2484\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-2484\"><p>Not necessarily. Many companies can initially use existing PLC, SCADA, MES, or historian data. If relevant status information is missing, additional sensors or a brownfield retrofit may be required.  <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2485\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-2485\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">How is the economic benefit calculated?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2485\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-2485\"><p>Among other factors, we consider unplanned downtime, failure costs, maintenance costs, spare parts consumption, equipment availability, and production losses. Based on this, we develop a business case for each predictive maintenance use case. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2486\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-2486\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">How reliable are the forecasts?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2486\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-2486\"><p>Reliability depends on data quality, the number and type of failure events, process stability, and model selection. For this reason, models are first trained using historical data and then validated under real-world conditions. A continuous feedback loop improves the models during operation.  <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2487\" class=\"elementor-tab-title\" data-tab=\"7\" role=\"button\" aria-controls=\"elementor-tab-content-2487\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">How can false alarms be prevented?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2487\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"7\" role=\"region\" aria-labelledby=\"elementor-tab-title-2487\"><p>Through appropriate data preparation, technical validation, calibrated thresholds, and continuous monitoring of model quality. Forecasts should initially be used as recommendations for action by subject matter experts and gradually integrated into automated processes. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2488\" class=\"elementor-tab-title\" data-tab=\"8\" role=\"button\" aria-controls=\"elementor-tab-content-2488\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">How is predictive maintenance integrated into existing systems?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2488\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"8\" role=\"region\" aria-labelledby=\"elementor-tab-title-2488\"><p>The solution can be integrated with PLC, SCADA, MES, ERP, EAM, or ticketing systems. The goal is not to display forecasts in isolation on a dashboard, but to make them directly usable in maintenance planning, spare parts management, and production control. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2489\" class=\"elementor-tab-title\" data-tab=\"9\" role=\"button\" aria-controls=\"elementor-tab-content-2489\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">Can predictive maintenance also be used for individual machines?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2489\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"9\" role=\"region\" aria-labelledby=\"elementor-tab-title-2489\"><p>Yes. It often makes sense to start with a single critical machine or piece of equipment. Once validation is complete, the solution can be rolled out to similar machines, production lines, or other plants.  <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-24810\" class=\"elementor-tab-title\" data-tab=\"10\" role=\"button\" aria-controls=\"elementor-tab-content-24810\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-chevron-down\"><\/i><\/span>\n\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<a class=\"elementor-accordion-title\" tabindex=\"0\">What role does machine learning play?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-24810\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"10\" role=\"region\" aria-labelledby=\"elementor-tab-title-24810\"><p>Machine learning identifies patterns in historical and current data and can use them to predict anomalies, wear and tear, or potential failures. These models complement the expertise of maintenance personnel and should be integrated into clear maintenance processes. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What is Predictive Maintenance?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Predictive maintenance uses sensor, operational, and maintenance data to detect early signs of wear or potential failures. As a result, maintenance tasks are not scheduled solely at fixed intervals or only after a failure has occurred. <\\\/p>\\n\"}},{\"@type\":\"Question\",\"name\":\"What is the difference between reactive, preventive, and predictive maintenance?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>With reactive maintenance, a machine is repaired only after it breaks down. Preventive maintenance is performed at fixed time or operating intervals. 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If relevant status information is missing, additional sensors or a brownfield retrofit may be required.  <\\\/p>\\n\"}},{\"@type\":\"Question\",\"name\":\"How is the economic benefit calculated?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Among other factors, we consider unplanned downtime, failure costs, maintenance costs, spare parts consumption, equipment availability, and production losses. Based on this, we develop a business case for each predictive maintenance use case. <\\\/p>\\n\"}},{\"@type\":\"Question\",\"name\":\"How reliable are the forecasts?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Reliability depends on data quality, the number and type of failure events, process stability, and model selection. For this reason, models are first trained using historical data and then validated under real-world conditions. A continuous feedback loop improves the models during operation.  <\\\/p>\\n\"}},{\"@type\":\"Question\",\"name\":\"How can false alarms be prevented?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Through appropriate data preparation, technical validation, calibrated thresholds, and continuous monitoring of model quality. Forecasts should initially be used as recommendations for action by subject matter experts and gradually integrated into automated processes. <\\\/p>\\n\"}},{\"@type\":\"Question\",\"name\":\"How is predictive maintenance integrated into existing systems?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>The solution can be integrated with PLC, SCADA, MES, ERP, EAM, or ticketing systems. The goal is not to display forecasts in isolation on a dashboard, but to make them directly usable in maintenance planning, spare parts management, and production control. <\\\/p>\\n\"}},{\"@type\":\"Question\",\"name\":\"Can predictive maintenance also be used for individual machines?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Yes. It often makes sense to start with a single critical machine or piece of equipment. Once validation is complete, the solution can be rolled out to similar machines, production lines, or other plants.  <\\\/p>\\n\"}},{\"@type\":\"Question\",\"name\":\"What role does machine learning play?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Machine learning identifies patterns in historical and current data and can use them to predict anomalies, wear and tear, or potential failures. These models complement the expertise of maintenance personnel and should be integrated into clear maintenance processes. <\\\/p>\\n\"}}]}<\/script>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>In light of pressing global environmental challenges, the European Union has taken a bold and decisive step by introducing the EU Deforestation Regulation (EUDR). This regulation aims to integrate sustainable practices into trade and industry to ensure that products on the EU market do not contribute to deforestation or forest degradation.  This strategic guide provides companies with a comprehensive overview of the fundamentals and timelines of the EUDR, highlights its far-reaching implications for companies both within and outside the EU, and shows how companies can successfully address these new challenges. With Ventum Consulting\u2019s expertise, we support you not only in meeting legal requirements but also in achieving sustainable competitive advantages. <\/p>\n","protected":false},"author":36,"featured_media":58945,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"unboxed","site-sidebar-style":"unboxed","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[107],"tags":[164,165],"class_list":["post-58994","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-ai-data-analytics-en","tag-organization-people-change-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - 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