{"id":38619,"date":"2021-09-15T14:36:15","date_gmt":"2021-09-15T12:36:15","guid":{"rendered":"https:\/\/device-insight.com\/lp\/whitepaper-ai-in-iot-practice\/"},"modified":"2026-03-23T11:48:47","modified_gmt":"2026-03-23T10:48:47","slug":"whitepaper-ai-in-iot-practice","status":"publish","type":"lp","link":"https:\/\/device-insight.com\/en\/lp\/whitepaper-ai-in-iot-practice\/","title":{"rendered":"Whitepaper: AI in IoT practice"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"38619\" class=\"elementor elementor-38619 elementor-16909\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"lp\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-da28cd8 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"da28cd8\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\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-d7143f8\" data-id=\"d7143f8\" 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-3cb1754b elementor-cta--layout-image-above elementor-cta--valign-top header_cta elementor-cta--skin-classic elementor-animated-content elementor-widget elementor-widget-call-to-action\" data-id=\"3cb1754b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/device-insight.com\/wp-content\/uploads\/2020\/04\/KI-Blog_Featured-Image_800x400.jpg);\" role=\"img\" aria-label=\"AI &amp; IoT\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h1 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\t3 steps to a successful AI project\t\t\t\t\t<\/h1>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tMachine learning is a particularly interesting field within the AI world. It allows sources of error to be identified, processes to be optimized and forecasts to be made. IoT platforms act as a link here. Want to improve your processes with IoT and machine learning? Our white paper tells you how in a 3-step approach.\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\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-4592e051 Download_Btn elementor-widget elementor-widget-ha-modal-popup happy-addon ha-modal-popup happy-addon-pro\" data-id=\"4592e051\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ha-modal-popup.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"ha-modal-popup-box-wrapper\" data-trigger-type=\"button\">\n\t\t\t\t\t\t\t<div class=\"ha-modal-button-wrapper\">\n\t\t\t\t\t\t\t\t<a class=\"ha-modal-popup-trigger ha-modal-popup-btn\" data-id=\"4592e051\" href=\"#\">\n\t\t\tDownload whitepaper\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t<div class=\"ha-modal-popup-content-wrapper ha-modal-box ha-modal-position-top-left\" data-id=\"4592e051\" data-animation=\"animate__fadeIn\">\n\n\t\t\t\t\t\t\t<div class=\"ha-modal-popup-content-close ha-modal-close-top-right\">\n\t\t\t\t\t<i aria-hidden=\"true\" class=\"hm hm-cross\"><\/i>\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t<div class=\"ha-modal-animation animate__animated\">\n\t\t\t\t<div class=\"ha-modal-inner\">\n\t\t\t\t\t<div class=\"ha-modal-inner-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-modal-content__image\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/elementor\/thumbs\/W_Mockup_KI-in-IoT_800x400-pm72f7oru7o443mzxy8nxqr2ejkbzso45w8h2jllg0.png\" title=\"KI &#038; IoT Mockup\" alt=\"Whitepaper K\u00fcnstliche Intelligenz im Internet of Things KI in IoT\" loading=\"lazy\" \/>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-modal-content__title\">\n\t\t\t\t\t\t\t\tWhitepaper \"AI in IoT practice\"\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-modal-content__description\">\n\t\t\t\t\t\t\t\tRead now!\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-modal-content__shortcode\">\n\t\t\t\t\t\t\t<script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/embed\/v2.js\"><\/script><script>hbspt.forms.create({region: \"na1\",portalId: \"6621808\",formId: \"5d844a24-d18d-4d15-bc54-ce499929b708\"});<\/script>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/div>\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-534a614a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"534a614a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\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-58c2d9f1\" data-id=\"58c2d9f1\" 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-15542f3f Whitepaper_index elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"15542f3f\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\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-3e8a6848\" data-id=\"3e8a6848\" 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-5563b2c8 elementor-widget elementor-widget-heading\" data-id=\"5563b2c8\" 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\">In our white paper:<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4707d17a list_bullet-top elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"4707d17a\" 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-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\">we show why simple algorithms often lead to success quicker than complex ones<\/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-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\">learn which success factors are crucial for the successful implementation of 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-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\">we provide a closer look at our three-stage machine learning approach<\/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-inner-column elementor-element elementor-element-1c0176b2\" data-id=\"1c0176b2\" 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-30891994 elementor-widget elementor-widget-image\" data-id=\"30891994\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/2021\/12\/transparenz.svg\" title=\"transparency\" alt=\"transparency\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Think big, start small: This is the only way to go when it comes to integrating AI into IoT projects.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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\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-312408bb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"312408bb\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\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-516c246b\" data-id=\"516c246b\" 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-3b6e1099 elementor-widget elementor-widget-heading\" data-id=\"3b6e1099\" 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\">Insights<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c8c379a elementor-widget elementor-widget-heading\" data-id=\"7c8c379a\" 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 machine learning approach<\/h2>\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-4021ce40 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4021ce40\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-7fcf561c\" data-id=\"7fcf561c\" 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<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2c688dc7 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"2c688dc7\" data-element_type=\"widget\" data-e-type=\"widget\" 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data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Make forecasts with the help of algorithms<\/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\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-68c97260 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"68c97260\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\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-1c9cdc8c quotebox\" data-id=\"1c9cdc8c\" 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-46db8bc8 elementor-widget elementor-widget-testimonial\" data-id=\"46db8bc8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"testimonial.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial-wrapper\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial-content\">\"Fangen Sie mit einfachen Algorithmen an. In vielen Anwendungsf\u00e4llen reicht die lineare Regression als statistisches Analyseverfahren aus, um Vorhersagen zu treffen, wann Maschinenteile oder Werkzeuge ausgetauscht werden m\u00fcssen.\"<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-testimonial-meta\">\n\t\t\t\t<div class=\"elementor-testimonial-meta-inner\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-details\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-name\">Hendrik Nieweg<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-job\">Executive VP Solutions \/ Board Member, Device Insight<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\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-698630a1 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"698630a1\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\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-320e383e\" data-id=\"320e383e\" 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-57f06612 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"57f06612\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\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-648e9352\" data-id=\"648e9352\" 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-1276d528 elementor-widget elementor-widget-image\" data-id=\"1276d528\" 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=\"580\" height=\"435\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/2021\/09\/W_Mockup_KI-in-IoT_1280x960-1024x768.png\" class=\"attachment-large size-large wp-image-16954\" alt=\"Whitepaper K\u00fcnstliche Intelligenz im Internet of Things KI in IoT\" srcset=\"https:\/\/device-insight.com\/wp-content\/uploads\/2021\/09\/W_Mockup_KI-in-IoT_1280x960-1024x768.png 1024w, https:\/\/device-insight.com\/wp-content\/uploads\/2021\/09\/W_Mockup_KI-in-IoT_1280x960-300x225.png 300w, https:\/\/device-insight.com\/wp-content\/uploads\/2021\/09\/W_Mockup_KI-in-IoT_1280x960-768x576.png 768w, https:\/\/device-insight.com\/wp-content\/uploads\/2021\/09\/W_Mockup_KI-in-IoT_1280x960-1200x900.png 1200w, https:\/\/device-insight.com\/wp-content\/uploads\/2021\/09\/W_Mockup_KI-in-IoT_1280x960.png 1280w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/>\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-50 elementor-inner-column elementor-element elementor-element-3b6be8fd\" data-id=\"3b6be8fd\" 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-5cc3f5fa elementor-widget elementor-widget-heading\" data-id=\"5cc3f5fa\" 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\">Perfect match: AI &amp; IoT<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5acd34f7 elementor-widget elementor-widget-text-editor\" data-id=\"5acd34f7\" 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>You too can optimize your operations and production processes with machine learning. <\/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-69f9976 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"69f9976\" 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=\"49\" height=\"50\" viewBox=\"0 0 49 50\" fill=\"none\"><path d=\"M24.1499 36.75C23.8799 36.75 23.6099 36.65 23.4099 36.44L10.8099 23.84C10.3999 23.43 10.3999 22.77 10.8099 22.36C11.2199 21.95 11.8799 21.95 12.2899 22.36L24.1499 34.22L36.0099 22.36C36.4199 21.95 37.0799 21.95 37.4899 22.36C37.8999 22.77 37.8999 23.43 37.4899 23.84L24.8899 36.44C24.6899 36.65 24.4199 36.75 24.1499 36.75Z\" fill=\"#EA8C28\"><\/path><path d=\"M24.1501 36.75C23.5701 36.75 23.1001 36.28 23.1001 35.7V1.05C23.1001 0.47 23.5701 0 24.1501 0C24.7301 0 25.2001 0.47 25.2001 1.05V35.7C25.2001 36.28 24.7301 36.75 24.1501 36.75Z\" fill=\"#EA8C28\"><\/path><path d=\"M47.25 45.15H1.05C0.47 45.15 0 44.68 0 44.1C0 43.52 0.47 43.05 1.05 43.05H47.25C47.83 43.05 48.3 43.52 48.3 44.1C48.3 44.68 47.83 45.15 47.25 45.15Z\" fill=\"#EA8C28\"><\/path><path d=\"M47.25 49.35H1.05C0.47 49.35 0 48.88 0 48.3C0 47.72 0.47 47.25 1.05 47.25H47.25C47.83 47.25 48.3 47.72 48.3 48.3C48.3 48.88 47.83 49.35 47.25 49.35Z\" fill=\"#EA8C28\"><\/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-594fc921 open_modal_btn elementor-widget elementor-widget-ha-modal-popup happy-addon ha-modal-popup happy-addon-pro\" data-id=\"594fc921\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ha-modal-popup.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"ha-modal-popup-box-wrapper\" data-trigger-type=\"button\">\n\t\t\t\t\t\t\t<div class=\"ha-modal-button-wrapper\">\n\t\t\t\t\t\t\t\t<a class=\"ha-modal-popup-trigger ha-modal-popup-btn\" data-id=\"594fc921\" href=\"#\">\n\t\t\tDownload now\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t<div class=\"ha-modal-popup-content-wrapper ha-modal-box ha-modal-position-top-left\" data-id=\"594fc921\" data-animation=\"animate__fadeIn\">\n\n\t\t\t\t\t\t\t<div class=\"ha-modal-popup-content-close ha-modal-close-top-right\">\n\t\t\t\t\t<i aria-hidden=\"true\" class=\"hm hm-cross\"><\/i>\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t<div class=\"ha-modal-animation animate__animated\">\n\t\t\t\t<div class=\"ha-modal-inner\">\n\t\t\t\t\t<div class=\"ha-modal-inner-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-modal-content__image\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/elementor\/thumbs\/W_Mockup_KI-in-IoT_800x400-pm72f7oru7o443mzxy8nxqr2ejkbzso45w8h2jllg0.png\" title=\"KI &#038; IoT Mockup\" alt=\"Whitepaper K\u00fcnstliche Intelligenz im Internet of Things KI in IoT\" loading=\"lazy\" \/>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-modal-content__title\">\n\t\t\t\t\t\t\t\tWhitepaper \"AI in IoT practice\"\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-modal-content__description\">\n\t\t\t\t\t\t\t\t Read now!\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-modal-content__shortcode\">\n\t\t\t\t\t\t\t<script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/embed\/v2.js\"><\/script><script>hbspt.forms.create({region: \"na1\",portalId: \"6621808\",formId: \"5d844a24-d18d-4d15-bc54-ce499929b708\"});<\/script>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\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-586a3d02 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"586a3d02\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\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-7f118b5c\" data-id=\"7f118b5c\" 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-bbcb1c6 elementor-widget elementor-widget-heading\" data-id=\"bbcb1c6\" 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\">More expert knowledge:<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fea16b2 ha-content-center post_carousel_WS ha-layout-under_image ha-author-meta-after_title ha-date-position-block ha-arrow-sync-no elementor-widget elementor-widget-ha-post-carousel happy-addon ha-post-carousel happy-addon-pro\" data-id=\"fea16b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;3&quot;,&quot;slides_to_show_tablet&quot;:&quot;2&quot;,&quot;animation_speed&quot;:800,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:2000,&quot;loop&quot;:&quot;yes&quot;,&quot;navigation&quot;:&quot;arrow&quot;,&quot;slides_to_show_mobile&quot;:1}\" data-widget_type=\"ha-post-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div data-ha_rcc_uid=\"\" class=\"ha-posts-carousel-wrapper\">\n\t\t\t\t\t\t\t<div class=\"ha-posts-carousel-slick slick-slide\">\n\t\t\t\t<div class=\"ha-posts-carousel\">\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__image ha-image-link\">\n\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__feature-img\">\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/device-insight.com\/en\/lp\/whitepaper-data-driven-factory\/\">\n\t\t\t\t\t\t\t\t\t<span class=\"ha-posts-carousel__image-overlay\"><\/span>\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/2025\/01\/Whitepaper_Data-Driven-Factory_Featured-Image.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"Data-Driven Factory\" srcset=\"https:\/\/device-insight.com\/wp-content\/uploads\/2025\/01\/Whitepaper_Data-Driven-Factory_Featured-Image.jpg 800w, https:\/\/device-insight.com\/wp-content\/uploads\/2025\/01\/Whitepaper_Data-Driven-Factory_Featured-Image-300x150.jpg 300w, https:\/\/device-insight.com\/wp-content\/uploads\/2025\/01\/Whitepaper_Data-Driven-Factory_Featured-Image-768x384.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"ha-posts-carousel__content-position\">\n\t\t\t\t\t<div class=\"ha-posts-carousel__content-wrap\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t<div class=\"ha-posts-carousel__title\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/device-insight.com\/en\/lp\/whitepaper-data-driven-factory\/\">\n\t\t\t\t\t\t\t\tWhitepaper: Data-Driven Factory\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<div class=\"ha-posts-carousel__content-text\">\n\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__meta\">\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__meta-author-name\">\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__meta-date\">\n\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\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"ha-posts-carousel-slick slick-slide\">\n\t\t\t\t<div class=\"ha-posts-carousel\">\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__image ha-image-link\">\n\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__feature-img\">\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/device-insight.com\/en\/lp\/solution-paper-smart-energy\/\">\n\t\t\t\t\t\t\t\t\t<span class=\"ha-posts-carousel__image-overlay\"><\/span>\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"799\" height=\"400\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/2023\/01\/Smart-Energy_AdobeStock_-301793786-1.jpg\" class=\"attachment-full size-full wp-post-image\" alt=\"Energy management software\" srcset=\"https:\/\/device-insight.com\/wp-content\/uploads\/2023\/01\/Smart-Energy_AdobeStock_-301793786-1.jpg 799w, https:\/\/device-insight.com\/wp-content\/uploads\/2023\/01\/Smart-Energy_AdobeStock_-301793786-1-300x150.jpg 300w, https:\/\/device-insight.com\/wp-content\/uploads\/2023\/01\/Smart-Energy_AdobeStock_-301793786-1-768x384.jpg 768w\" sizes=\"(max-width: 799px) 100vw, 799px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"ha-posts-carousel__content-position\">\n\t\t\t\t\t<div class=\"ha-posts-carousel__content-wrap\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t<div class=\"ha-posts-carousel__title\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/device-insight.com\/en\/lp\/solution-paper-smart-energy\/\">\n\t\t\t\t\t\t\t\tSolution Paper: Smart Energy\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<div class=\"ha-posts-carousel__content-text\">\n\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__meta\">\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__meta-author-name\">\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__meta-date\">\n\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\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"ha-posts-carousel-slick slick-slide\">\n\t\t\t\t<div class=\"ha-posts-carousel\">\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__image ha-image-link\">\n\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__feature-img\">\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/device-insight.com\/en\/lp\/whitepaper-smart-vending\/\">\n\t\t\t\t\t\t\t\t\t<span class=\"ha-posts-carousel__image-overlay\"><\/span>\n\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/2021\/12\/W_Mockup_Smart-Vending_Grau_800x400.png\" class=\"attachment-full size-full wp-post-image\" alt=\"Smart Vending\" srcset=\"https:\/\/device-insight.com\/wp-content\/uploads\/2021\/12\/W_Mockup_Smart-Vending_Grau_800x400.png 800w, https:\/\/device-insight.com\/wp-content\/uploads\/2021\/12\/W_Mockup_Smart-Vending_Grau_800x400-300x150.png 300w, https:\/\/device-insight.com\/wp-content\/uploads\/2021\/12\/W_Mockup_Smart-Vending_Grau_800x400-768x384.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"ha-posts-carousel__content-position\">\n\t\t\t\t\t<div class=\"ha-posts-carousel__content-wrap\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t<div class=\"ha-posts-carousel__title\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/device-insight.com\/en\/lp\/whitepaper-smart-vending\/\">\n\t\t\t\t\t\t\t\tWhitepaper: Smart vending\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<div class=\"ha-posts-carousel__content-text\">\n\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__meta\">\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__meta-author-name\">\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__meta-date\">\n\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\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"ha-posts-carousel-slick slick-slide\">\n\t\t\t\t<div class=\"ha-posts-carousel\">\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__image ha-image-link\">\n\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__feature-img\">\n\t\t\t\t\t\t\t\t<a href=\"https:\/\/device-insight.com\/en\/lp\/whitepaper-iot-for-machine-tools\/\">\n\t\t\t\t\t\t\t\t\t<span class=\"ha-posts-carousel__image-overlay\"><\/span>\n\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/2021\/11\/W_Mockup_Werkzeugmaschinen_Grau_800x400-1.png\" class=\"attachment-full size-full wp-post-image\" alt=\"White Paper: The Benefits of the IoT for Machine Tool Manufacturers\" srcset=\"https:\/\/device-insight.com\/wp-content\/uploads\/2021\/11\/W_Mockup_Werkzeugmaschinen_Grau_800x400-1.png 800w, https:\/\/device-insight.com\/wp-content\/uploads\/2021\/11\/W_Mockup_Werkzeugmaschinen_Grau_800x400-1-300x150.png 300w, https:\/\/device-insight.com\/wp-content\/uploads\/2021\/11\/W_Mockup_Werkzeugmaschinen_Grau_800x400-1-768x384.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"ha-posts-carousel__content-position\">\n\t\t\t\t\t<div class=\"ha-posts-carousel__content-wrap\">\n\t\t\t\t\t\t\n\t\t\t\t\t\t<div class=\"ha-posts-carousel__title\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/device-insight.com\/en\/lp\/whitepaper-iot-for-machine-tools\/\">\n\t\t\t\t\t\t\t\tWhite paper: IoT for machine tools\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<div class=\"ha-posts-carousel__content-text\">\n\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__meta\">\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__meta-author-name\">\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"ha-posts-carousel__meta-date\">\n\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\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/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>Our white paper examines how companies can use AI &amp; IoT to optimise their processes in three steps.<\/p>\n","protected":false},"featured_media":0,"template":"elementor_header_footer","lp_category":[33],"class_list":["post-38619","lp","type-lp","status-publish","hentry","lp_category-whitepaper"],"acf":[],"_links":{"self":[{"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/lp\/38619","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/lp"}],"about":[{"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/types\/lp"}],"version-history":[{"count":14,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/lp\/38619\/revisions"}],"predecessor-version":[{"id":46779,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/lp\/38619\/revisions\/46779"}],"wp:attachment":[{"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/media?parent=38619"}],"wp:term":[{"taxonomy":"lp_category","embeddable":true,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/lp_category?post=38619"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}