{"id":16515,"date":"2018-11-16T14:41:00","date_gmt":"2018-11-16T13:41:00","guid":{"rendered":"https:\/\/device-insight.com\/2018\/11\/16\/three-steps-to-a-successful-ai-project\/"},"modified":"2024-01-04T13:55:47","modified_gmt":"2024-01-04T12:55:47","slug":"three-steps-to-a-successful-ai-project","status":"publish","type":"post","link":"https:\/\/device-insight.com\/en\/three-steps-to-a-successful-ai-project\/","title":{"rendered":"Three steps to a successful AI project"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"16515\" class=\"elementor elementor-16515 elementor-14684\" 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\">Three steps to a successful AI project<\/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\" itemprop=\"datePublished\">\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-date\">\n\t\t\t\t\t\t\t\t\t\t<time>2018\/11\/16<\/time>\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\/pressemitteilungen\/\" class=\"elementor-post-info__terms-list-item\">Pressemitteilungen<\/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>Artificial intelligence applications are becoming more and more tangible \u2013 particularly in the industry sector. This raises hopes as well as fears. Companies therefore need to know exactly what\u2019s behind the hype, carefully weighing up all opportunities and risks involved. In an exclusive white paper, Device Insight provides IT leaders, CIOs and production managers application-oriented insights into \u201cAI in IoT\u201d.<\/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-096b7f8 elementor-align-left ha-has-bg-overlay elementor-widget elementor-widget-button\" data-id=\"096b7f8\" 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-sm\" href=\"https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/DI_KI-in-IoT-practice_1118_EN.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download press release<\/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-42f5a50 elementor-section-full_width elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"42f5a50\" 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-4b46edb\" data-id=\"4b46edb\" 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-4a76b68 elementor-widget elementor-widget-image\" data-id=\"4a76b68\" 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\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/2021\/12\/Remote-Service_iStock-803972362.jpg\" title=\"Remote service\" alt=\"IoT Trend: Artificial Intelligence\" loading=\"lazy\" \/>\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-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-d5befab elementor-widget elementor-widget-text-editor\" data-id=\"d5befab\" 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>AI is becoming more and more important for industry. This is mainly due to the fact that applications of human-machine interaction and collaboration are becoming ever more tangible. This includes remote monitoring and control of production processes, which are becoming simpler and faster thanks to modern augmented and virtual reality applications. At the same time, consumers are worried that this could lead to \u201cRobot Apocalypse\u201d, destroying millions of jobs for people.<\/p><p>Consultants at <a href=\"https:\/\/www.pwc.de\/\" target=\"_blank\" rel=\"noopener\">PricewaterhouseCoopers<\/a> have predicted that 35 percent of professional activities in Germany could be automated by 2030, particularly in the transport and logistics, production and sales sectors. This is precluded by a shortage of up to four million mainly highly skilled workers, but this is precisely where AI also offers perspectives. Forecasts predict that digital technologies will lead to entirely new types of jobs, currently unknown to us.<\/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-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\">Higher expectations, greater need for information<\/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>According to Hendrik Nieweg, Head of Solution Management at Munich-based IoT platform provider Device Insight, \u201cMachines are very talented, but they will not be in a position in the near future to develop intuition or be creative\u201d. Industry expectations are high, Nieweg continues, but it must be explained that artificial intelligence and machine learning are not a universal remedy and that it is better to start with simple algorithms and clearly-defined applications rather than going straight for the big leap.<\/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\">Predictive maintenance: a clear case for machine learning<\/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>As part of AI, machine learning offers industry companies new possibilities, using mathematical algorithms to recognize patterns to deduce new possibilities for action. A prominent area of application for machine learning is predictive maintenance. Device Insight core competencies include the collection and storage of operation and production data provided by sensors in an IoT platform which can then be analyzed using ML algorithms to precisely predict critical machine conditions and plan maintenance intervals as demanded. Consequently, the more extensive the data basis, the better it can be predicted when a service case arises or the \u201cend of life\u201d of a component is reached.<\/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-6ccf7cd elementor-widget elementor-widget-heading\" data-id=\"6ccf7cd\" 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\">IoT and machine learning in three steps<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4fb2549 elementor-widget elementor-widget-text-editor\" data-id=\"4fb2549\" 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>Munich-based IoT specialist Device Insight uses a three-step ML approach: First, data is collected to show where action is required. Next, in step two, these findings are put into practice in a rule engine. Finally, step three involves the automation of processes using statistical methods and ML algorithms as well as predicting maintenance assignments.<\/p><p>In our white paper \u201cArtificial Intelligence in IoT \u2013 Use Cases and Success Factors\u201d, you can see how this works using concrete pplications.<\/p><p>Device Insight shows here how companies can start optimizing their production processes using simple algorithms and clearly-defined use cases. Are you interested in more applications or would you like to talk to our expert Hendrik Nieweg, Head of Solution Management? We are naturally always at your service should you have any further queries.<\/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 fetchpriority=\"high\" decoding=\"async\" width=\"580\" height=\"435\" src=\"https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/W_Mockup_KI-in-IoT_EN_1280x960-1024x768.png\" class=\"attachment-large size-large wp-image-14287\" alt=\"Mockup AI in IoT EN 1280x960\" srcset=\"https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/W_Mockup_KI-in-IoT_EN_1280x960-1024x768.png 1024w, https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/W_Mockup_KI-in-IoT_EN_1280x960-300x225.png 300w, https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/W_Mockup_KI-in-IoT_EN_1280x960-768x576.png 768w, https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/W_Mockup_KI-in-IoT_EN_1280x960-1200x900.png 1200w, https:\/\/device-insight.com\/wp-content\/uploads\/2022\/02\/W_Mockup_KI-in-IoT_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>Learn more about artificial intelligence in IoT practice <br>in the free whitepaper.<\/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 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=\"ec084d4\" 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=\"ec084d4\" 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_EN_800x400-pm72drznebpcdjq3btw6mlspqcn58fyvmscrobq8y8.png\" title=\"W_Mockup_AI in IoT_EN_800x400\" alt=\"Mockup AI in IoT EN 800x400\" 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><script>hbspt.forms.create({region: \"na1\",portalId: \"6621808\",formId: \"bfd2bced-8e92-4969-9562-f624f9b6b247\"});<\/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-67b08f19 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"67b08f19\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\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-76edd520\" data-id=\"76edd520\" 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-27cd2d77 elementor-widget elementor-widget-heading\" data-id=\"27cd2d77\" 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\">Recommended posts<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c97e92d elementor-widget elementor-widget-shortcode\" data-id=\"4c97e92d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><div class=\"teasers teasers-single-post\"><div class=\"teasers__container\"><div class=\"teasers__single-teaser\"><a class=\"thumbnail-link\" 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>Device Insight provides application-oriented insights into AI in IoT practice.<\/p>\n","protected":false},"author":4,"featured_media":12385,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[29],"tags":[72],"class_list":["post-16515","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pressemitteilungen","tag-aiot-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/posts\/16515","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/comments?post=16515"}],"version-history":[{"count":23,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/posts\/16515\/revisions"}],"predecessor-version":[{"id":32684,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/posts\/16515\/revisions\/32684"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/media\/12385"}],"wp:attachment":[{"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/media?parent=16515"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/categories?post=16515"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/tags?post=16515"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}