{"id":15076,"date":"2020-08-26T15:51:00","date_gmt":"2020-08-26T13:51:00","guid":{"rendered":"https:\/\/device-insight.com\/2020\/08\/26\/artificial-intelligence-of-things-why-predictive-maintenance-is-not-enough\/"},"modified":"2024-07-09T12:00:28","modified_gmt":"2024-07-09T10:00:28","slug":"artificial-intelligence-of-things-why-predictive-maintenance-is-not-enough","status":"publish","type":"post","link":"https:\/\/device-insight.com\/en\/artificial-intelligence-of-things-why-predictive-maintenance-is-not-enough\/","title":{"rendered":"Artificial Intelligence of Things &#8211; Why predictive maintenance is not enough"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"15076\" class=\"elementor elementor-15076 elementor-13070\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d0d092a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d0d092a\" 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-c46e876 blog_col\" data-id=\"c46e876\" 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-783644d elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"783644d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Artificial Intelligence of Things &#8211; Why predictive maintenance is not enough<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d38aa9 elementor-widget elementor-widget-post-info\" data-id=\"4d38aa9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-b86a0c7 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\t2020\/08\/26\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-808e92e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<a href=\"https:\/\/device-insight.com\/category\/whitepaper\/\" class=\"elementor-post-info__terms-list-item\">Whitepaper<\/a>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\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-34dbdea elementor-widget elementor-widget-text-editor\" data-id=\"34dbdea\" 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>For a long time it was considered the number one scenario for AI and IoT applications in industry: predictive maintenance. However, companies that focus exclusively on predictive maintenance leave the enormous potential of AI and IoT largely untapped. The full value contribution of these technologies can only be realized when the entire production process is optimized on the basis of AIoT (Artificial Intelligence of Things). Device Insight and <a href=\"https:\/\/www.sentian.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">Sentian<\/a>, a Swedish specialist in industrial AI, are pooling their expertise for this innovative approach. In our joint whitepaper we show companies how they can transform their production into a Smart Factory with the help of AIoT.<\/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-62fb045 open_modal_btn elementor-widget elementor-widget-ha-modal-popup happy-addon ha-modal-popup happy-addon-pro\" data-id=\"62fb045\" 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=\"62fb045\" href=\"#\">\n\t\t\tDownload Whitepaper 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=\"62fb045\" 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_AIoT_EN_800x400-pm72eow01iydnweazq44jvhuiu4zpulhfb6rh0dgwg.png\" title=\"Mockup_AIoT_EN\" alt=\"Mockup AIoT EN\" 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 \"Intelligent automation with  AIoT\"\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>\n<script>\n  hbspt.forms.create({\n    region: \"na1\",\n    portalId: \"6621808\",\n    formId: \"270e46e0-de43-4116-9b88-5d5e49181f3e\"\n  });\n<\/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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-abf4ad2 elementor-section-full_width elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"abf4ad2\" 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-1c14174 blog_col\" data-id=\"1c14174\" 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-7473ba2 elementor-widget elementor-widget-html\" data-id=\"7473ba2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-element elementor-element-533cef4b elementor-aspect-ratio-169 elementor-widget elementor-widget-video\"><div class=\"elementor-wrapper elementor-fit-aspect-ratio elementor-open-inline\"><iframe class=\"elementor-video\"\r\n    data-cookieblock-src=\"https:\/\/www.youtube.com\/embed\/SFBTCKTjxx0\"\r\n    data-cookieconsent=\"marketing\"\r\n    frameborder=\"0\"\r\n    allowfullscreen\r\n><\/iframe><div class=\"cookieconsent-optout-marketing\">\r\n    Please\r\n    <a href=\"javascript:Cookiebot.renew()\">accept marketing-cookies<\/a>\r\n    to watch this video.\r\n<\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f5e7caa elementor-widget elementor-widget-text-editor\" data-id=\"f5e7caa\" 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>The combination of IoT and artificial intelligence offers companies numerous advantages.<\/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-65980bf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"65980bf\" 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-ce6d9cb blog_col\" data-id=\"ce6d9cb\" 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-2d8beb8 elementor-widget elementor-widget-heading\" data-id=\"2d8beb8\" 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 predictive maintenance is not enough<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c17b5bf elementor-widget elementor-widget-text-editor\" data-id=\"c17b5bf\" 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><a href=\"https:\/\/device-insight.com\/en\/predictive-maintenance\/\">Predictive maintenance<\/a> is one of the most important and most discussed technologies at the interface of internet of things and artificial intelligence. Failures and maintenance requirements are to be predicted precisely, thus preventing the failure of machines and significantly reducing service and maintenance costs. However, if one takes a closer look at the industrial manufacturing process, one finds that predictive maintenance does not cover all AI scenarios by far. Here, AI and IoT merely act as \u201cobservers\u201d and do not go beyond mere alarming in case of damage.<\/p><p>At the same time, AI and IoT technologies can contribute a much greater value to industrial production if one moves away from the focus on predictive maintenance and instead looks at the entire production. In fact, it is precisely the gradual improvements and fine adjustments of the manufacturing processes with AI and IoT that offer promising business value, with the prospect of an efficiency increase.<\/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-f5a56c3 elementor-widget elementor-widget-heading\" data-id=\"f5a56c3\" 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\">Better performance, higher quality and more yield<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c2e198 elementor-widget elementor-widget-text-editor\" data-id=\"5c2e198\" 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>This is where Artificial Intelligence of Things (AIoT), e.g. the smart combination of artificial intelligence and IoT, comes in. The basic goal of the innovative approach of Device Insight and Swedish AI specialist Sentian is to significantly minimize variation from the optimum within the production process. Fewer deviations mean improved machine and system performance, less waste and lower costs \u2013 and above all, more highest-quality products. The result: income and profit, as well as customer satisfaction will increase noticeably. Production will be transformed into a smart factory. Companies that optimize their production processes with AIoT are able to increase the efficiency of their production by up to 30 percent.<\/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-460728a elementor-widget elementor-widget-image\" data-id=\"460728a\" 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=\"456\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/Grafik-AIoT-EN-700x550-1.png\" class=\"attachment-medium_large size-medium_large wp-image-15073\" alt=\"AIoT Benefits EN\" srcset=\"https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/Grafik-AIoT-EN-700x550-1.png 700w, https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/Grafik-AIoT-EN-700x550-1-300x236.png 300w\" 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<div class=\"elementor-element elementor-element-bf9c62e elementor-widget elementor-widget-heading\" data-id=\"bf9c62e\" 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\">Use Case: JUMO goes smart factory<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ac478f elementor-widget elementor-widget-text-editor\" data-id=\"4ac478f\" 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>One example is the German manufacturer of automation and sensor solutions JUMO. JUMO operates highly automated high-tech production facilities with advanced machines and many robots. Nevertheless, the company found that small but significant fluctuations occur within the production process. This led to deviations in the quality of the sensors produced and inevitably to a lower yield. With the help of intelligent automation \u2013 above all a special imputation model for missing data \u2013 the sensor accuracy could be increased significantly. In this way, JUMO was able to increase the proportion of sensors in the highest quality level by 20% and developed its production into a smart factory.<\/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-4c8cbac elementor-widget elementor-widget-heading\" data-id=\"4c8cbac\" 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\">AIoT = Sentian x Device Insight<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac75eb8 elementor-widget elementor-widget-text-editor\" data-id=\"ac75eb8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In order to use the full potential of intelligent automation, two technologies must be combined: Artificial intelligence and IoT. Only if well-maintained, high-quality data is available centrally, ML models can be applied on this basis for initiating a \u201clearning process\u201d within the production processes and deriving automated measures. To this end, Device Insight and Sentian bundle their know-how and accompany companies in a 5-step process on their way to becoming AIoT pioneers \u2013 from the analysis of the status quo and the IoT and AI readiness to the use case design, implementation, validation and company-wide integration and scaling.<\/p><p>The clear focus here is on the proof of value, i.e. the actual business added value that companies achieve through AIoT, and not \u2013 as is so often the case \u2013 on the purely technological feasibility, the proof of concept. At several points in the AIoT process, Go \/ No Go milestones are therefore provided at which \u2013 on the basis of clearly defined KPIs \u2013 a decision is made as to whether the proof of value has been achieved or whether adjustments need to be made. Through this clear documentation and an iterative, agile process of small steps, we ensure that companies really achieve their goals and the corresponding business value.<\/p>\t\t\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-72fa5d8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"72fa5d8\" 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-50 elementor-inner-column elementor-element elementor-element-77634c1\" data-id=\"77634c1\" 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-e04361c elementor-widget elementor-widget-image\" data-id=\"e04361c\" 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=\"580\" height=\"435\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/W_Mockup_Predictive-Maintenance_EN_1280x960-1024x768.png\" class=\"attachment-large size-large wp-image-14291\" alt=\"Mockup Predictive Maintenance EN 1280x960\" srcset=\"https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/W_Mockup_Predictive-Maintenance_EN_1280x960-1024x768.png 1024w, https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/W_Mockup_Predictive-Maintenance_EN_1280x960-300x225.png 300w, https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/W_Mockup_Predictive-Maintenance_EN_1280x960-768x576.png 768w, https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/W_Mockup_Predictive-Maintenance_EN_1280x960-1200x900.png 1200w, https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/W_Mockup_Predictive-Maintenance_EN_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-0a9d193\" data-id=\"0a9d193\" 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-fa59042 elementor-widget elementor-widget-heading\" data-id=\"fa59042\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Curious?<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b625628 elementor-widget elementor-widget-text-editor\" data-id=\"b625628\" 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>The free whitepaper will tell you more about the innovative AIoT approach and provide insights into real use cases.<\/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-ec084d4 open_modal_btn elementor-widget elementor-widget-ha-modal-popup happy-addon ha-modal-popup happy-addon-pro\" data-id=\"ec084d4\" 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 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src=\"https:\/\/device-insight.com\/wp-content\/uploads\/elementor\/thumbs\/W_Mockup_AIoT_EN_800x400-pm72eow01iydnweazq44jvhuiu4zpulhfb6rh0dgwg.png\" title=\"Mockup_AIoT_EN\" alt=\"Mockup AIoT EN\" 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\tDownload now for free\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<\/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>\n<script>\n  hbspt.forms.create({\n    region: \"na1\",\n    portalId: \"6621808\",\n    formId: \"270e46e0-de43-4116-9b88-5d5e49181f3e\"\n  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href=\"https:\/\/device-insight.com\/en\/ai-coding-assistants-software-development\/\"><img decoding=\"async\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/2026\/01\/Blog-Header-26-1-1024x427.jpg\" alt=\"Image\"><\/a><div class=\"teasers__content\"><div class=\"date__box\"><div class=\"date__box-date\">2026\/01\/28<\/div><a href=\"https:\/\/device-insight.com\/en\/category\/news-en\/\" class=\"date__box-button\">News<\/a><\/div><h2 class=\"headline\"><a href=\"https:\/\/device-insight.com\/en\/ai-coding-assistants-software-development\/\">AI Coding: How AI Coding Assistants Accelerate Software Development<\/a><\/h2><div class=\"description\">Fast code is easy. Why great results take more than just tools.<\/div><\/div><\/div><div class=\"teasers__single-teaser\"><a class=\"thumbnail-link\" href=\"https:\/\/device-insight.com\/en\/breaking-down-silos-with-ai-solutions\/\"><img decoding=\"async\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/2024\/06\/RAFI-IIoT-Worker-e1643285692554-1024x497.jpg\" alt=\"Image\"><\/a><div class=\"teasers__content\"><div class=\"date__box\"><div class=\"date__box-date\">2025\/12\/19<\/div><a href=\"https:\/\/device-insight.com\/en\/category\/news-en\/\" class=\"date__box-button\">News<\/a><\/div><h2 class=\"headline\"><a href=\"https:\/\/device-insight.com\/en\/breaking-down-silos-with-ai-solutions\/\">Breaking down knowledge silos with AI Solutions: from fragmented data to connected service intelligence<\/a><\/h2><div class=\"description\">Breaking down knowledge silos: how AI solutions enable connected service intelligence <\/div><\/div><\/div><div class=\"teasers__single-teaser\"><a class=\"thumbnail-link\" href=\"https:\/\/device-insight.com\/en\/ai-guided-troubleshooting-efficient-service\/\"><img decoding=\"async\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/2025\/11\/Blog-Header-8-1024x427.jpg\" alt=\"Image\"><\/a><div class=\"teasers__content\"><div class=\"date__box\"><div class=\"date__box-date\">2025\/11\/25<\/div><a href=\"https:\/\/device-insight.com\/category\/news\/\" class=\"date__box-button\">News<\/a><\/div><h2 class=\"headline\"><a href=\"https:\/\/device-insight.com\/en\/ai-guided-troubleshooting-efficient-service\/\">AI-Guided Troubleshooting: Turning service into a strategic advantage<\/a><\/h2><div class=\"description\">Retiring experts, missing know-how and service bottlenecks: AI-Guided Troubleshooting can close the ...<\/div><\/div><\/div><\/div><\/div>\n<\/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>With the help of AIoT, production processes can be optimised holistically. 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