{"id":6602,"date":"2024-10-24T10:13:50","date_gmt":"2024-10-24T08:13:50","guid":{"rendered":"https:\/\/www.m2hycon.de\/?p=6602"},"modified":"2024-10-24T10:17:18","modified_gmt":"2024-10-24T08:17:18","slug":"ai-as-a-competitive-advantage-8-groundbreaking-factors-for-companies","status":"publish","type":"post","link":"https:\/\/www.m2hycon.de\/en\/news\/ai-as-a-competitive-advantage-8-groundbreaking-factors-for-companies\/","title":{"rendered":"AI as a compe\u00adti\u00adtive advan\u00adtage: 8 ground\u00adbrea\u00adking factors for compa\u00adnies"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6602\" class=\"elementor elementor-6602 elementor-6317\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8f0c233 elementor-section-full_width elementor-section-height-min-height red noisy elementor-section-height-default elementor-section-items-middle\" data-id=\"8f0c233\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-463b507\" data-id=\"463b507\" 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-01be36e elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"01be36e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/blogpost-img-1024x512.jpg\" class=\"attachment-large size-large wp-image-6595\" alt=\"KI-Entwicklung\" srcset=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/blogpost-img-1024x512.jpg 1024w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/blogpost-img-300x150.jpg 300w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/blogpost-img-768x384.jpg 768w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/blogpost-img-1536x768.jpg 1536w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/blogpost-img.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-25f6583 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"25f6583\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b9e5a52\" data-id=\"b9e5a52\" 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-aed6906 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"aed6906\" 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\">AI as a compe\u00adti\u00adtive advan\u00adtage: 8 ground\u00adbrea\u00adking factors for compa\u00adnies<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75a26ec elementor-widget elementor-widget-post-info\" data-id=\"75a26ec\" 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-db030de 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\tVon Till J\u00e4kel\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-2efc209 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>October 24, 2024<\/time>\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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-f562ac5 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f562ac5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-1460892\" data-id=\"1460892\" 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-fb960c3 elementor-widget__width-auto elementor-widget elementor-widget-text-editor\" data-id=\"fb960c3\" 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<h4>Share post:<\/h4>\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-6a47970 elementor-share-buttons--view-icon elementor-share-buttons--skin-minimal elementor-share-buttons--color-custom elementor-widget__width-auto elementor-share-buttons--shape-circle elementor-grid-0 elementor-widget elementor-widget-share-buttons\" data-id=\"6a47970\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Share on facebook\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-facebook\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-twitter\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_xing\" role=\"button\" tabindex=\"0\" aria-label=\"Share on xing\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-xing\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\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\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-529b227 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"529b227\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c8728fe\" data-id=\"c8728fe\" 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-2fb29bd maths elementor-widget elementor-widget-text-editor\" data-id=\"2fb29bd\" 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<div>In recent years, artifi\u00adcial intel\u00adli\u00adgence has evolved from an academic field of research to an indis\u00adpensable tool in business practice. Today I would like to give you an insight into <span style=\"background-color: #00545c; color: #cfd8dc;\">8 ground\u00adbrea\u00adking factors that are crucial for the successful develo\u00adp\u00adment and imple\u00admen\u00adta\u00adtion of AI solutions<\/span>. <\/div>\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-f2c8f51 elementor-widget elementor-widget-heading\" data-id=\"f2c8f51\" 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\">8 ground\u00adbrea\u00adking factors for successful AI imple\u00admen\u00adta\u00adtions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2d4663d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2d4663d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-033dc6c\" data-id=\"033dc6c\" 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-631d37f elementor-widget elementor-widget-text-editor\" data-id=\"631d37f\" 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<h3>1. The reality behind the AI hype<\/h3>\n<div>Let\u2019s clear up a widespread miscon\u00adcep\u00adtion right at the start: the success of an AI project does not prima\u00adrily lie in the training of sophisti\u00adcated models. The real added value only comes from successful integra\u00adtion into existing business processes. <\/div>\n<div> <\/div>\n<div>A successful AI system is charac\u00adte\u00adrized by the fact that it runs reliably in produc\u00adtive opera\u00adtion, scales smoothly and conti\u00adnues to evolve. It is crucial that we abandon the idea that an AI model is \u201cfinished\u201d after the initial training. Instead, this is where the real work begins.  <\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-1aa40c9\" data-id=\"1aa40c9\" 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-a0f7d26 red noisy elementor-widget elementor-widget-image\" data-id=\"a0f7d26\" 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=\"1024\" height=\"655\" src=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/verena-yunita-yapi-NrtC3y108Ys-unsplash-1024x655.jpg\" class=\"attachment-large size-large wp-image-6584\" alt=\"KI Hype\" srcset=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/verena-yunita-yapi-NrtC3y108Ys-unsplash-1024x655.jpg 1024w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/verena-yunita-yapi-NrtC3y108Ys-unsplash-300x192.jpg 300w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/verena-yunita-yapi-NrtC3y108Ys-unsplash-768x491.jpg 768w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/verena-yunita-yapi-NrtC3y108Ys-unsplash-1536x982.jpg 1536w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/verena-yunita-yapi-NrtC3y108Ys-unsplash-2048x1309.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-64b77ec elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"64b77ec\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-b14c80d\" data-id=\"b14c80d\" 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-83ee37e red noisy elementor-widget elementor-widget-image\" data-id=\"83ee37e\" 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=\"1024\" height=\"680\" src=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/agence-olloweb-qfp4-Ud6Fyg-unsplash-1024x680.jpg\" class=\"attachment-large size-large wp-image-6338\" alt srcset=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/agence-olloweb-qfp4-Ud6Fyg-unsplash-1024x680.jpg 1024w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/agence-olloweb-qfp4-Ud6Fyg-unsplash-300x199.jpg 300w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/agence-olloweb-qfp4-Ud6Fyg-unsplash-768x510.jpg 768w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/agence-olloweb-qfp4-Ud6Fyg-unsplash-1536x1020.jpg 1536w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/agence-olloweb-qfp4-Ud6Fyg-unsplash-2048x1360.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-584f77d\" data-id=\"584f77d\" 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-75f64bd elementor-widget elementor-widget-text-editor\" data-id=\"75f64bd\" 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<h3>2. Data quality: the founda\u00adtion of every AI project<\/h3>\n<div>Even the most sophisti\u00adcated model can only be as good as the data on which it is based. Surpri\u00adsingly, this aspect is still undere\u00adsti\u00admated in many projects. The reality is that at least 60% of project resources should be devoted to data work. This includes not only initial data prepa\u00adra\u00adtion, but also ongoing quality assurance and syste\u00admatic data mainten\u00adance. This funda\u00admental work is crucial to the success or failure of an AI project.    <\/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-c0390a0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c0390a0\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-f050a7d\" data-id=\"f050a7d\" 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-76718d5 elementor-widget elementor-widget-text-editor\" data-id=\"76718d5\" 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<h3>3. Trans\u00adpa\u00adrency as the key to success<\/h3>\n<div>AI systems must be explainable. Especi\u00adally in regulated indus\u00adtries such as finance and health\u00adcare, this is no longer optional, but business-critical. But other indus\u00adtries also want explainable models. The integra\u00adtion of inter\u00adpre\u00adta\u00adtion methods such as LIME (<span style=\"text-decoration: underline;\"><em>Locally Inter\u00adpr\u00ade\u00adtable Model-agnostic Explana\u00adtion<\/em><\/span>) or SHAP (<span style=\"text-decoration: underline;\"><em><a href=\"_wp_link_placeholder\" data-wplink-edit=\"true\">SHapley Additive exPlana\u00adtion<\/a><\/em><\/span>) is proving to be extre\u00admely valuable.   <\/div>\n<div> <\/div>\n<div>But trans\u00adpa\u00adrency means more than just technical solutions \u2013 it requires a conti\u00adnuous dialog with all stake\u00adhol\u00adders. Regular workshops on how the models work are essen\u00adtial in order to build and maintain trust. <\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-09356bb\" data-id=\"09356bb\" 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-f74ce73 red noisy elementor-widget elementor-widget-image\" data-id=\"f74ce73\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/getty-images-i1gRNqPHpiw-unsplash-1024x683.jpg\" class=\"attachment-large size-large wp-image-6370\" alt srcset=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/getty-images-i1gRNqPHpiw-unsplash-1024x683.jpg 1024w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/getty-images-i1gRNqPHpiw-unsplash-300x200.jpg 300w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/getty-images-i1gRNqPHpiw-unsplash-768x512.jpg 768w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/getty-images-i1gRNqPHpiw-unsplash-1536x1024.jpg 1536w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/getty-images-i1gRNqPHpiw-unsplash-2048x1365.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b153250 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b153250\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-c18de8e\" data-id=\"c18de8e\" 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-c557f95 red noisy elementor-widget elementor-widget-image\" data-id=\"c557f95\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/9a6cc039-14a7-45c5-b918-b774e6aaf469-1024x768.jpg\" class=\"attachment-large size-large wp-image-6598\" alt=\"EdgeAI\" srcset=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/9a6cc039-14a7-45c5-b918-b774e6aaf469-1024x768.jpg 1024w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/9a6cc039-14a7-45c5-b918-b774e6aaf469-300x225.jpg 300w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/9a6cc039-14a7-45c5-b918-b774e6aaf469-768x576.jpg 768w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/9a6cc039-14a7-45c5-b918-b774e6aaf469-1536x1152.jpg 1536w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/9a6cc039-14a7-45c5-b918-b774e6aaf469-2048x1536.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-af282a8\" data-id=\"af282a8\" 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-3314b3e elementor-widget elementor-widget-text-editor\" data-id=\"3314b3e\" 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<h3>4. Edge AI: Intel\u00adli\u00adgence at the edge of the network<\/h3>\n<div>The shift of AI appli\u00adca\u00adtions to edge devices is an exciting current develo\u00adp\u00adment that brings funda\u00admental advan\u00adtages:<\/div>\n<div> <\/div>\n<div>Local proces\u00adsing results in minimal latency times, while at the same time incre\u00adasing data security and optimi\u00adzing bandwidth usage. However, this change requires a comple\u00adtely new way of thinking in model develo\u00adp\u00adment. Effici\u00adency and resource optimiza\u00adtion are becoming key design criteria that you should consider from the outset.  <\/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-161452e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"161452e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-7218397\" data-id=\"7218397\" 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-f7e0baf elementor-widget elementor-widget-text-editor\" data-id=\"f7e0baf\" 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<h3>5. AI Ops: The indus\u00adtria\u00adliza\u00adtion of AI develo\u00adp\u00adment<\/h3>\n<div>Successful AI projects need indus\u00adtria\u00adlized processes. MLOps is not just a buzzword, but an absolute neces\u00adsity. In practice, this means a funda\u00admental realignment of develo\u00adp\u00adment and deploy\u00adment processes.  <\/div>\n<div> <\/div>\n<div>Automated CI\/CD pipelines for models, syste\u00admatic perfor\u00admance monito\u00adring and standar\u00addized deploy\u00adment processes form the backbone of modern AI develo\u00adp\u00adment. This indus\u00adtria\u00adliza\u00adtion enables you not only to develop AI solutions, but also to operate them successfully in the long term. <\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-4069e9f\" data-id=\"4069e9f\" 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-062df84 red noisy elementor-widget elementor-widget-image\" data-id=\"062df84\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/allison-saeng-56VTzGoFqDU-unsplash-1024x768.jpg\" class=\"attachment-large size-large wp-image-6590\" alt=\"AI Ops\" srcset=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/allison-saeng-56VTzGoFqDU-unsplash-1024x768.jpg 1024w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/allison-saeng-56VTzGoFqDU-unsplash-300x225.jpg 300w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/allison-saeng-56VTzGoFqDU-unsplash-768x576.jpg 768w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/allison-saeng-56VTzGoFqDU-unsplash-1536x1152.jpg 1536w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/allison-saeng-56VTzGoFqDU-unsplash-2048x1536.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-bab30c2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bab30c2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-0af4e1c\" data-id=\"0af4e1c\" 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-0cf1ab1 red noisy elementor-widget elementor-widget-image\" data-id=\"0cf1ab1\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/philip-oroni-jsuv3zadcFE-unsplash-1024x683.jpg\" class=\"attachment-large size-large wp-image-6586\" alt=\"GenAi\" srcset=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/philip-oroni-jsuv3zadcFE-unsplash-1024x683.jpg 1024w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/philip-oroni-jsuv3zadcFE-unsplash-300x200.jpg 300w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/philip-oroni-jsuv3zadcFE-unsplash-768x512.jpg 768w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/philip-oroni-jsuv3zadcFE-unsplash-1536x1024.jpg 1536w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/philip-oroni-jsuv3zadcFE-unsplash-2048x1365.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-3befef3\" data-id=\"3befef3\" 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-5ba5877 elementor-widget elementor-widget-text-editor\" data-id=\"5ba5877\" 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<h3>6. Genera\u00adtive AI: The game changer<\/h3>\n<div>Genera\u00adtive AI is much more than just GPT-4 and DALL-E. This techno\u00adlogy is currently trans\u00adforming entire business processes. From automated document creation and intel\u00adli\u00adgent product confi\u00adgu\u00adra\u00adtors to AI-supported design processes \u2013 the poten\u00adtial appli\u00adca\u00adtions seem limit\u00adless.  <\/div>\n<div> <\/div>\n<div>The speed at which new use cases are develo\u00adping is parti\u00adcu\u00adlarly impres\u00adsive. What seemed impos\u00adsible yesterday is already a reality today. <\/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-0924ee7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0924ee7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-5ed1411\" data-id=\"5ed1411\" 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-fbcebd6 elementor-widget elementor-widget-text-editor\" data-id=\"fbcebd6\" 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<h3>7. Ethics and respon\u00adsi\u00adbi\u00adlity in AI<\/h3>\n<div>The develo\u00adp\u00adment of AI systems entails a special respon\u00adsi\u00adbi\u00adlity. Technical excel\u00adlence must go hand in hand with ethical justi\u00adfia\u00adbi\u00adlity. This means conti\u00adnuous monito\u00adring for possible biases and trans\u00adpa\u00adrent documen\u00adta\u00adtion of decision-making processes.  <\/div>\n<div> <\/div>\n<div>Ethical evalua\u00adtions are not a one-off task, but an ongoing process that must be integrated into your develo\u00adp\u00adment cycles. This is the only way to create AI systems that are not only efficient, but also fair and respon\u00adsible. <\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-999980d\" data-id=\"999980d\" 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-a2e3b22 red noisy elementor-widget elementor-widget-image\" data-id=\"a2e3b22\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/igor-omilaev-gVQLAbGVB6Q-unsplash-1024x576.jpg\" class=\"attachment-large size-large wp-image-6588\" alt=\"KI Verantwortung\" srcset=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/igor-omilaev-gVQLAbGVB6Q-unsplash-1024x576.jpg 1024w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/igor-omilaev-gVQLAbGVB6Q-unsplash-300x169.jpg 300w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/igor-omilaev-gVQLAbGVB6Q-unsplash-768x432.jpg 768w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/igor-omilaev-gVQLAbGVB6Q-unsplash-1536x864.jpg 1536w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/igor-omilaev-gVQLAbGVB6Q-unsplash-2048x1152.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0d168e3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0d168e3\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-34a3b85\" data-id=\"34a3b85\" 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-3798a93 red noisy elementor-widget elementor-widget-image\" data-id=\"3798a93\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/getty-images-UnSNYoRC8rE-unsplash-1024x683.jpg\" class=\"attachment-large size-large wp-image-6333\" alt srcset=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/getty-images-UnSNYoRC8rE-unsplash-1024x683.jpg 1024w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/getty-images-UnSNYoRC8rE-unsplash-300x200.jpg 300w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/getty-images-UnSNYoRC8rE-unsplash-768x512.jpg 768w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/getty-images-UnSNYoRC8rE-unsplash-1536x1024.jpg 1536w, https:\/\/www.m2hycon.de\/wp-content\/uploads\/2024\/10\/getty-images-UnSNYoRC8rE-unsplash-2048x1365.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-d7ba619\" data-id=\"d7ba619\" 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-155070d elementor-widget elementor-widget-text-editor\" data-id=\"155070d\" 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<h3>8. Outlook: AI in the metaverse<\/h3>\n<div>The metaverse may still sound like a dream of the future to many, but the fusion of AI and virtual worlds opens up fasci\u00adna\u00adting possi\u00adbi\u00adli\u00adties.<\/div>\n<div> <\/div>\n<div>Develo\u00adp\u00adments in this area are coming thick and fast, and those who don\u2019t use\/try it run the risk of being left behind. Experi\u00adment with virtual reality appli\u00adca\u00adtions early on and identify business poten\u00adtial before your compe\u00adti\u00adtors do. <\/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-e486d85 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e486d85\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bec2b64\" data-id=\"bec2b64\" 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-f0688d7 elementor-widget elementor-widget-text-editor\" data-id=\"f0688d7\" 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<h2>Conclu\u00adsion<\/h2>\n<div>Success in AI develo\u00adp\u00adment does not lie in chasing the latest trend, but in syste\u00admatic, practice-oriented imple\u00admen\u00adta\u00adtion. The real art lies in remai\u00adning pragmatic while still thinking innova\u00adtively. The focus must always be on solving real business problems.  <\/div>\n<div> <\/div>\n<div>The AI revolu\u00adtion is no longer a vision of the future \u2013 it is happe\u00adning today, in every company that has the courage to break new ground. Be part of this exciting develo\u00adp\u00adment and actively shape the future! <\/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-fd345a5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fd345a5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3454126\" data-id=\"3454126\" 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-f782047 elementor-widget elementor-widget-author-box\" data-id=\"f782047\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"author-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-author-box\">\n\t\t\t\t\t\t\t<div class=\"elementor-author-box__avatar\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.m2hycon.de\/wp-content\/uploads\/2023\/09\/m2hycon_ueberuns_team_Till_Jaekel_800x800-300x300.jpg\" alt=\"Picture of Till J\u00e4kel\" loading=\"lazy\">\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"elementor-author-box__text\">\n\t\t\t\t\t\t\t\t\t<div>\n\t\t\t\t\t\t<h4 class=\"elementor-author-box__name\">\n\t\t\t\t\t\t\tTill J\u00e4kel\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-author-box__bio\">\n\t\t\t\t\t\t<p>COO<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-e562604 elementor-hidden-tablet elementor-hidden-mobile\" data-id=\"e562604\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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-eeab2a1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"eeab2a1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-af34f0d\" data-id=\"af34f0d\" 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-b74183e elementor-widget 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We address 8 factors that are important for the success of AI in compa\u00adnies. <\/p>\n","protected":false},"author":11,"featured_media":6595,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"wp_typography_post_enhancements_disabled":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[206,209],"tags":[],"class_list":["post-6602","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-science","category-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.2 (Yoast SEO v28.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AI as a competitive advantage: 8 groundbreaking factors<\/title>\n<meta name=\"description\" content=\"If you take these 8 factors into account, you will achieve better results in your AI projects and gain a competitive advantage.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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