{"id":36004,"date":"2024-04-10T15:12:14","date_gmt":"2024-04-10T13:12:14","guid":{"rendered":"https:\/\/device-insight.com\/?p=36004"},"modified":"2024-10-15T17:09:04","modified_gmt":"2024-10-15T15:09:04","slug":"analytics-ai-solutions-can-they-enhance-corporate-resilience","status":"publish","type":"post","link":"https:\/\/device-insight.com\/en\/analytics-ai-solutions-can-they-enhance-corporate-resilience\/","title":{"rendered":"Analytics &amp; AI solutions: Can they enhance corporate resilience?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"36004\" class=\"elementor elementor-36004 elementor-36003\" 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\">Analytics &amp; AI solutions: Can they enhance corporate resilience?<\/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>2024\/04\/10<\/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\/news\/\" class=\"elementor-post-info__terms-list-item\">News<\/a>, <a href=\"https:\/\/device-insight.com\/en\/category\/news-en\/\" class=\"elementor-post-info__terms-list-item\">News<\/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 blog-entry 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>Can analytics &amp; AI help companies strengthen their resilience in an ever-changing business world? It&#8217;s quite possible. There are early indications of this. Discover how early risk detection, predictive maintenance, robust cybersecurity, bias-free recruitment, and creativity-enhancing training are boosted with Analytics &amp; AI solutions.   <\/p>\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-363348a elementor-section-full_width elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"363348a\" 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-1854b6c\" data-id=\"1854b6c\" 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-e1ef762 elementor-widget elementor-widget-image\" data-id=\"e1ef762\" 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\/2024\/04\/Blog-Header.jpg\" title=\"Analytics &amp; AI solutions for corporate resilience.\" alt=\"Analytics &amp; AI solutions for corporate resilience.\" 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-196b39f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"196b39f\" 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-4058497 blog_col\" data-id=\"4058497\" 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-ec54233 elementor-widget elementor-widget-text-editor\" data-id=\"ec54233\" 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>Where once a 2.0 or 4.0 symbolized innovative change and disruption, today we see an X. Manufacturing X, Industry X, Digital X. There seems to be a universal agreement that the value derived from interconnected data should be leveraged sooner rather than later. Rethinking processes means interlinking them intelligently through data-driven end-to-end solutions, automating them, and making them more efficient. Implementation is to be aided by standards <a href=\"https:\/\/openindustry4.com\/success-stories\/\" target=\"_blank\" rel=\"noopener\">developed and established by entities like the OI4 Alliance.<\/a><\/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-3385951 elementor-widget elementor-widget-heading\" data-id=\"3385951\" 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\">Guiding through uncertain times with analytics &amp; AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63fd4f8 elementor-widget elementor-widget-text-editor\" data-id=\"63fd4f8\" 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 reason for the current industry-wide push towards Digital &amp; Data Engineering is the market penetration of Artificial Intelligence, including GenAI, LLMs, Copilots, Machine Learning, Analytics, etc. However, technology itself does not dictate purpose. Far more decisive is the fact that businesses, perhaps more now than ever, need to learn to navigate uncertainties. Global developments, strategic priorities, a volatile technology market, climate change \u2013 much remains uncertain and will likely continue to be so for the foreseeable future. Here, we are witnessing a dichotomy: On one hand, business decisions are made with great caution, questioning whether the right projects and partners have been chosen due to fears of hidden costs and misaligned future focuses. On the other hand, especially in high-risk phases, the mantra is to not fear mistakes. It&#8217;s better to try and continuously adapt.       <\/p>\n\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-799ef5f elementor-widget elementor-widget-heading\" data-id=\"799ef5f\" 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\">Key aspects for business resilience<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e55497 elementor-widget elementor-widget-text-editor\" data-id=\"2e55497\" 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>To bolster their resilience, economic experts recommend that <a href=\"chrome-extension:\/\/efaidnbmnnnibpcajpcglclefindmkaj\/https:\/publica-rest.fraunhofer.de\/server\/api\/core\/bitstreams\/57596bf7-1c31-4311-b708-5eee7650d06f\/content\" target=\"_blank\" rel=\"noopener\">companies excel in five areas:<\/a> Anticipation, Endurance, Robustness, Diversity, and Creativity. The pressing question for many is: How can analytics &amp; AI solutions contribute valuable services to these areas? There&#8217;s no one-size-fits-all answer, as the applications vary greatly. However, some trends are emerging:<\/p><ul><li><strong>Early identification of risks:<\/strong> With AI solutions, companies can identify potential risks and uncertainties early on, whether related to supply chains, geopolitical events, or technological developments. This enables proactive risk mitigation measures.<\/li><li><strong>Predictive Maintenance:<\/strong> Manufacturing operations can deploy AI-based Predictive Maintenance to forecast the condition of their machinery and equipment. This approach helps minimize unplanned downtime, ensuring continuous production capability and aiding companies in maintaining long-term resilience.<\/li><li><strong>Robust cybersecurity:<\/strong> To proactively detect threats and defend against cyber-attacks, AI solutions can be utilized for cybersecurity. Systems can be continuously updated and adapted using Machine Learning to counteract new threats.<\/li><li><strong>Bias-free recruitment:<\/strong> AI can also be used to de-bias human resource decisions. By applying algorithms in the applicant selection process, companies can ensure that hiring decisions, independent of personal characteristics, are based on skills and qualifications. This approach leads to the creation of a more diverse workforce in the medium to long term \u2013 a growth factor for businesses.<\/li><li><strong>Creativity-enhancing training and workshops:<\/strong> AI can provide highly cost-effective personalized training and workshops to nurture the workforce&#8217;s creative abilities. This helps build a resilient team capable of flexibly responding to challenges.<\/li><\/ul>\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-3ba54bb elementor-widget elementor-widget-heading\" data-id=\"3ba54bb\" 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\">Investments in data &amp; AI solutions: a look into the German market<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c8e896 elementor-widget elementor-widget-text-editor\" data-id=\"3c8e896\" 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 versatile as the technological potential of analytics and AI solutions is in helping companies solve complex problems more quickly, there&#8217;s often a lack of fundamental prerequisites for making meaningful use of data input. Companies must ensure beforehand that data collection is fully digitalized and structured. Additionally, issues like data storage, data integration, data modeling, etc., must be set up in a future-proof manner for analytics solutions to be effectively utilized. Managers in Germany have recently recognized this, as indicated by their <a href=\"https:\/\/www.faz.net\/pro\/d-economy\/kuenstliche-intelligenz\/unternehmen-investieren-immer-mehr-in-ki-19483229.html\" target=\"_blank\" rel=\"noopener\">increasing willingness to invest in data, analytics, and AI solutions.<\/a> Microsoft, without a doubt the leader among equals, announced its intention to <a href=\"https:\/\/news.microsoft.com\/de-de\/fit-fuer-das-ki-zeitalter-microsoft-investiert-32-milliarden-euro-um-ki-infrastruktur-und-cloud-kapazitaeten-in-deutschland-mehr-als-zu-verdoppeln-sowie-fachkraefte-zu-qualifizieren\/\" target=\"_blank\" rel=\"noopener\">invest more than 3 billion Euros in data centers, training, and other AI capacities in Germany.<\/a><\/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-7d5e343 elementor-widget elementor-widget-heading\" data-id=\"7d5e343\" 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\">The path to an effective analytics &amp; AI roadmap<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c443cca elementor-widget elementor-widget-text-editor\" data-id=\"c443cca\" 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>How companies <a href=\"https:\/\/device-insight.com\/en\/data-analytics\/\">operationalize their data<\/a>, which technologies and tools they use to derive value for their business, must be determined individually in their own analytics and AI roadmap. Most tech leaders, especially at the beginning of their AI journey, collaborate with external specialists to benefit from their best practices and implementation experience. From the initial Digital &amp; Data Assessment to <a href=\"https:\/\/device-insight.com\/en\/iot-consulting-workshops\/\">Architecture &amp; Technology Reviews<\/a>, all the way through to the complete development and rollout of analytics applications, we at Device Insight offer a wide range of support for our customers and partners.<\/p><p>Where do you stand now? What&#8217;s your data strategy? Which approaches do you seek to understand, compare, or test? Where are you encountering challenges? Let&#8217;s exchange ideas and insights. We&#8217;re eager to collaborate with you.<\/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-30f11999 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"30f11999\" 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-753f4c01\" data-id=\"753f4c01\" 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-592c2816 elementor-widget elementor-widget-heading\" data-id=\"592c2816\" 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\">Recommended posts<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d9a52af elementor-widget elementor-widget-shortcode\" data-id=\"4d9a52af\" 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>Empowering business resilience with analytics &#038; AI. A trend watch.<\/p>\n","protected":false},"author":3,"featured_media":39474,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[27,60],"tags":[72,64],"class_list":["post-36004","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-news-en","tag-aiot-en","tag-iot-trends-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/posts\/36004","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\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/comments?post=36004"}],"version-history":[{"count":11,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/posts\/36004\/revisions"}],"predecessor-version":[{"id":39492,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/posts\/36004\/revisions\/39492"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/media\/39474"}],"wp:attachment":[{"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/media?parent=36004"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/categories?post=36004"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/device-insight.com\/en\/wp-json\/wp\/v2\/tags?post=36004"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}