{"id":17658,"date":"2026-03-16T15:44:35","date_gmt":"2026-03-16T14:44:35","guid":{"rendered":"https:\/\/www.collana.com\/?p=17658"},"modified":"2026-04-20T06:25:58","modified_gmt":"2026-04-20T05:25:58","slug":"buy-the-right-ki-strategy-integrate-or-develop-it-yourself","status":"publish","type":"post","link":"https:\/\/www.collana.com\/en\/kuenstliche-intelligenz\/die-richtige-ki-strategie-kaufen-integrieren-oder-selbst-entwickeln\/","title":{"rendered":"The right AI strategy: buy, integrate or build it yourself?"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"17658\" class=\"elementor elementor-17658\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d649c19 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-parent\" data-id=\"4d649c19\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1899a65 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"1899a65\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-789b63f3 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"789b63f3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2f4bb430 elementor-widget elementor-widget-post-info\" data-id=\"2f4bb430\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\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-325d402 elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-tags\" viewbox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M497.941 225.941L286.059 14.059A48 48 0 0 0 252.118 0H48C21.49 0 0 21.49 0 48v204.118a48 48 0 0 0 14.059 33.941l211.882 211.882c18.744 18.745 49.136 18.746 67.882 0l204.118-204.118c18.745-18.745 18.745-49.137 0-67.882zM112 160c-26.51 0-48-21.49-48-48s21.49-48 48-48 48 21.49 48 48-21.49 48-48 48zm513.941 133.823L421.823 497.941c-18.745 18.745-49.137 18.745-67.882 0l-.36-.36L527.64 323.522c16.999-16.999 26.36-39.6 26.36-63.64s-9.362-46.641-26.36-63.64L331.397 0h48.721a48 48 0 0 1 33.941 14.059l211.882 211.882c18.745 18.745 18.745 49.137 0 67.882z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\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:\/\/www.collana.com\/en\/kategorie\/kuenstliche-intelligenz\/\" class=\"elementor-post-info__terms-list-item\">Artificial intelligence<\/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 class=\"elementor-element elementor-element-577f694b elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"577f694b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">The right AI strategy: buy, integrate or build it yourself?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-21ad2147 e-con-full e-transform e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"21ad2147\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_transform_translateX_effect&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:12,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_tablet&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_mobile&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_widescreen&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_widescreen&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-17f71eb6 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"17f71eb6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"900\" height=\"601\" src=\"https:\/\/www.collana.com\/wp-content\/uploads\/2026\/03\/die-richtige-KI-Strategie_kaufen_integrieren_oder-kaufen.webp\" class=\"attachment-full size-full wp-image-17689\" alt=\"\" srcset=\"https:\/\/www.collana.com\/wp-content\/uploads\/2026\/03\/die-richtige-KI-Strategie_kaufen_integrieren_oder-kaufen.webp 900w, https:\/\/www.collana.com\/wp-content\/uploads\/2026\/03\/die-richtige-KI-Strategie_kaufen_integrieren_oder-kaufen-300x200.webp 300w, https:\/\/www.collana.com\/wp-content\/uploads\/2026\/03\/die-richtige-KI-Strategie_kaufen_integrieren_oder-kaufen-768x513.webp 768w, https:\/\/www.collana.com\/wp-content\/uploads\/2026\/03\/die-richtige-KI-Strategie_kaufen_integrieren_oder-kaufen-18x12.webp 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\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>\n\t\t<div class=\"elementor-element elementor-element-654fa850 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"654fa850\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2525b4d3 elementor-widget elementor-widget-wpr-breadcrumbs-pro\" data-id=\"2525b4d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wpr-breadcrumbs-pro.default\">\n\t\t\t\t\t<div class=\"wpr-post-breadcrumbs\"><ul class=\"wpr-breadcrumbs\"><li><a href=\"https:\/\/www.collana.com\/en\">Home page<\/a><\/li><li>\/<\/li><li>The right AI strategy: buy, integrate or build it yourself?<\/li><\/ul><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-701f4428 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-parent\" data-id=\"701f4428\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-743bb7e9 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"743bb7e9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-527c52f9 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"527c52f9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-47d8dfe4 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"47d8dfe4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1edce046 elementor-widget elementor-widget-text-editor\" data-id=\"1edce046\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Many companies now realise that they need to get to grips with artificial intelligence. But as soon as it becomes concrete, a central question arises:<\/p><p class=\"p3\"><b>Should we buy in AI, integrate it into existing systems or develop it ourselves?<\/b><b><\/b><\/p><p class=\"p1\">The answer to this depends on several factors: your own goals, the existing IT landscape, the available expertise and, of course, the budget. While some companies achieve results quickly with ready-made AI tools, others require customised solutions that are deeply integrated into their processes.<\/p><p class=\"p1\">This article shows the three most important strategies for the use of AI in companies and helps you make the right decision.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-73d7b5d0 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"73d7b5d0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-22ceffbf elementor-widget elementor-widget-heading\" data-id=\"22ceffbf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Briefly explained: Which AI strategy suits which company?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b4118c4 elementor-widget elementor-widget-text-editor\" data-id=\"1b4118c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Many decision-makers are looking for precisely this answer. So let's summarise it directly:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e8da744 elementor-widget elementor-widget-text-editor\" data-id=\"e8da744\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<table><thead><tr><th><p class=\"p1\"><b>Situation<\/b><\/p><\/th><th><p class=\"p1\"><b>Suitable strategy<\/b><\/p><\/th><\/tr><\/thead><tbody><tr><td><p class=\"p1\">Fast entry into AI<\/p><\/td><td><p class=\"p1\">Buy AI solution<\/p><\/td><\/tr><tr><td><p class=\"p1\">Making existing systems smarter<\/p><\/td><td><p class=\"p1\">Integrate AI<\/p><\/td><\/tr><tr><td><p class=\"p1\">Strategic or highly customised applications<\/p><\/td><td><p class=\"p1\">Develop AI yourself<\/p><\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52ecf59 elementor-widget elementor-widget-text-editor\" data-id=\"52ecf59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">In practice, many companies combine several of these approaches.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-045ea0a e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"045ea0a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-536847b elementor-widget elementor-widget-heading\" data-id=\"536847b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why companies use AI at all<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f121830 elementor-widget elementor-widget-text-editor\" data-id=\"f121830\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Artificial intelligence is rarely introduced because it is \u201emodern\u201c. In reality, it is almost always about very specific improvements in everyday working life.<\/p><p class=\"p1\">Many processes in companies are still highly manual. Employees search for information, analyse documents, answer recurring questions or transfer data between different systems. This is precisely where AI can make a huge difference.<\/p><p class=\"p1\">Typical areas of application are, for example<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3996fee5 elementor-widget elementor-widget-text-editor\" data-id=\"3996fee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\"><strong>Automatic analysis and processing of documents<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ad1330 elementor-widget elementor-widget-text-editor\" data-id=\"4ad1330\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\"><strong>Support in customer service<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-813106c elementor-widget elementor-widget-text-editor\" data-id=\"813106c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\"><strong>Intelligent search in corporate knowledge<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f96eef8 elementor-widget elementor-widget-text-editor\" data-id=\"f96eef8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\"><strong>Automation of routine processes<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3fde2ce elementor-widget elementor-widget-text-editor\" data-id=\"3fde2ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\"><strong>Analysing large amounts of data<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b72e9c elementor-widget elementor-widget-text-editor\" data-id=\"6b72e9c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Especially <a href=\"https:\/\/www.collana.com\/en\/ki-solutions\/generative-ki-in-azure\/\">generative AI<\/a> has opened up new possibilities in recent years. Modern language models can summarise content, generate texts or serve as an intelligent assistant in everyday working life.<\/p><p class=\"p3\"><span class=\"s1\">But the crucial point here is: <\/span><b>Added value is only created when AI is meaningfully integrated into existing processes.<\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6bd8ed0d e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"6bd8ed0d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2abe046 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"2abe046\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-13bd1e9 elementor-widget elementor-widget-heading\" data-id=\"13bd1e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Option 1: Buy AI (SaaS solutions)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c4ae55b elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"c4ae55b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">The quickest way to utilise AI is to use ready-made tools. Many providers make their solutions available as a cloud service so that companies do not have to set up their own infrastructure.<\/p><p class=\"p1\">These solutions can often be introduced within a few days or weeks and are particularly suitable for getting started with AI.<\/p><p class=\"p1\">Typical examples include chatbots, generative text tools and document analysis systems.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a79977f e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"a79977f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ac33369 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"ac33369\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-689a01c elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"689a01c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Advantages<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37bd1ee elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"37bd1ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Very quick introduction<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Low initial investment<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">No own infrastructure necessary<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Continuous further development by the provider<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d5d4bbf e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"d5d4bbf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5bf3867 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"5bf3867\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Disadvantages<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2744143 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"2744143\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M47.0359 28C48.5755 25.3333 52.4245 25.3333 53.9641 28L76.0478 66.25C77.5874 68.9167 75.6629 72.25 72.5837 72.25H28.4164C25.3372 72.25 23.4127 68.9167 24.9523 66.25L47.0359 28Z\" fill=\"#F5822E\"><\/path><path d=\"M54 71C54 73.2091 52.2091 75 50 75C47.7909 75 46 73.2091 46 71C46 68.7909 47.7909 67 50 67C52.2091 67 54 68.7909 54 71Z\" fill=\"#1F1F29\"><\/path><path d=\"M46.1427 40.1379C46.0647 37.876 47.8771 36 50.1403 36H54L53 65H47L46.1427 40.1379Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Limited customisation options<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M47.0359 28C48.5755 25.3333 52.4245 25.3333 53.9641 28L76.0478 66.25C77.5874 68.9167 75.6629 72.25 72.5837 72.25H28.4164C25.3372 72.25 23.4127 68.9167 24.9523 66.25L47.0359 28Z\" fill=\"#F5822E\"><\/path><path d=\"M54 71C54 73.2091 52.2091 75 50 75C47.7909 75 46 73.2091 46 71C46 68.7909 47.7909 67 50 67C52.2091 67 54 68.7909 54 71Z\" fill=\"#1F1F29\"><\/path><path d=\"M46.1427 40.1379C46.0647 37.876 47.8771 36 50.1403 36H54L53 65H47L46.1427 40.1379Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Dependence on the provider<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M47.0359 28C48.5755 25.3333 52.4245 25.3333 53.9641 28L76.0478 66.25C77.5874 68.9167 75.6629 72.25 72.5837 72.25H28.4164C25.3372 72.25 23.4127 68.9167 24.9523 66.25L47.0359 28Z\" fill=\"#F5822E\"><\/path><path d=\"M54 71C54 73.2091 52.2091 75 50 75C47.7909 75 46 73.2091 46 71C46 68.7909 47.7909 67 50 67C52.2091 67 54 68.7909 54 71Z\" fill=\"#1F1F29\"><\/path><path d=\"M46.1427 40.1379C46.0647 37.876 47.8771 36 50.1403 36H54L53 65H47L46.1427 40.1379Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Integration into existing systems often limited<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M47.0359 28C48.5755 25.3333 52.4245 25.3333 53.9641 28L76.0478 66.25C77.5874 68.9167 75.6629 72.25 72.5837 72.25H28.4164C25.3372 72.25 23.4127 68.9167 24.9523 66.25L47.0359 28Z\" fill=\"#F5822E\"><\/path><path d=\"M54 71C54 73.2091 52.2091 75 50 75C47.7909 75 46 73.2091 46 71C46 68.7909 47.7909 67 50 67C52.2091 67 54 68.7909 54 71Z\" fill=\"#1F1F29\"><\/path><path d=\"M46.1427 40.1379C46.0647 37.876 47.8771 36 50.1403 36H54L53 65H47L46.1427 40.1379Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Possible data protection or compliance issues<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-877a42d elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"877a42d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Ready-made AI solutions are therefore particularly suitable when companies <span class=\"s1\"><b>want to quickly gain initial experience with AI<\/b><\/span> or if there is a clearly defined use case.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-250d2d1 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"250d2d1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-39fb51c e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"39fb51c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-da56e96 elementor-widget elementor-widget-heading\" data-id=\"da56e96\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Option 2: Integrate AI into existing systems<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7889405 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"7889405\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Many companies are opting to integrate AI directly into their existing applications. Instead of using an additional tool, the technology is used where it is actually needed in day-to-day work.<\/p><p class=\"p1\">A typical example is an ERP system that automatically analyses documents or merges information from different sources. Internal knowledge assistants or AI-based search functions are also frequently part of this approach.<\/p><p class=\"p1\">The great advantage of this strategy is that AI <span class=\"s1\"><b>Part of the existing processes will<\/b><\/span>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-53b2307 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"53b2307\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4563f36 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"4563f36\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-36fea28 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"36fea28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Advantages<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e67767f elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"e67767f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Better integration into existing systems<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Utilisation of existing company data<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Greater acceptance in everyday working life<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Customisation possible<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-298bab0 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"298bab0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9c4e4e4 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"9c4e4e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Disadvantages<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bb5c14 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"8bb5c14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M47.0359 28C48.5755 25.3333 52.4245 25.3333 53.9641 28L76.0478 66.25C77.5874 68.9167 75.6629 72.25 72.5837 72.25H28.4164C25.3372 72.25 23.4127 68.9167 24.9523 66.25L47.0359 28Z\" fill=\"#F5822E\"><\/path><path d=\"M54 71C54 73.2091 52.2091 75 50 75C47.7909 75 46 73.2091 46 71C46 68.7909 47.7909 67 50 67C52.2091 67 54 68.7909 54 71Z\" fill=\"#1F1F29\"><\/path><path d=\"M46.1427 40.1379C46.0647 37.876 47.8771 36 50.1403 36H54L53 65H47L46.1427 40.1379Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Higher implementation costs<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M47.0359 28C48.5755 25.3333 52.4245 25.3333 53.9641 28L76.0478 66.25C77.5874 68.9167 75.6629 72.25 72.5837 72.25H28.4164C25.3372 72.25 23.4127 68.9167 24.9523 66.25L47.0359 28Z\" fill=\"#F5822E\"><\/path><path d=\"M54 71C54 73.2091 52.2091 75 50 75C47.7909 75 46 73.2091 46 71C46 68.7909 47.7909 67 50 67C52.2091 67 54 68.7909 54 71Z\" fill=\"#1F1F29\"><\/path><path d=\"M46.1427 40.1379C46.0647 37.876 47.8771 36 50.1403 36H54L53 65H47L46.1427 40.1379Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Technical expertise required<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M47.0359 28C48.5755 25.3333 52.4245 25.3333 53.9641 28L76.0478 66.25C77.5874 68.9167 75.6629 72.25 72.5837 72.25H28.4164C25.3372 72.25 23.4127 68.9167 24.9523 66.25L47.0359 28Z\" fill=\"#F5822E\"><\/path><path d=\"M54 71C54 73.2091 52.2091 75 50 75C47.7909 75 46 73.2091 46 71C46 68.7909 47.7909 67 50 67C52.2091 67 54 68.7909 54 71Z\" fill=\"#1F1F29\"><\/path><path d=\"M46.1427 40.1379C46.0647 37.876 47.8771 36 50.1403 36H54L53 65H47L46.1427 40.1379Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Longer project duration<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28e31d6 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"28e31d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">In technical terms, this integration strategy is often based on platforms such as Azure OpenAI or comparable AI services. They enable companies to specifically integrate generative AI into existing applications without having to redevelop entire systems.<\/p>\n<p class=\"p1\">On this basis, internal knowledge assistants, automated document analyses or intelligent search functions can be implemented, for example. Among other things, the collana Group develops <span class=\"s1\"><b>Customised solutions based on generative AI in Azure<\/b><\/span>, which can be specifically integrated into existing company systems.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c412bd3 elementor-widget elementor-widget-button\" data-id=\"c412bd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.collana.com\/en\/ki-loesungen\/generative-ki-in-azure\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">More on generative AI for companies<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e114ef5 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"e114ef5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-318b877 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"318b877\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66c9101 elementor-widget elementor-widget-heading\" data-id=\"66c9101\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Option 3: Develop AI yourself<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-86cac06 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"86cac06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">In some cases, neither standard solutions nor integrations are sufficient. This is particularly true for companies where AI is to become a central component of the business model or where there are very specific requirements.<\/p><p class=\"p1\">Here, own models are developed or existing systems are heavily customised.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cf8e72a e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"cf8e72a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-175f6f6 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"175f6f6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1111da8 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"1111da8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Advantages<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cabd2c9 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"cabd2c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Maximum flexibility<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Complete control over data and models<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">High customisability<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M75 50C75 63.8071 63.8071 75 50 75C36.1929 75 25 63.8071 25 50C25 36.1929 36.1929 25 50 25C63.8071 25 75 36.1929 75 50Z\" fill=\"#F5822E\"><\/path><path d=\"M68.6738 28.082L53.1738 64.082C52.7043 65.1723 51.7748 65.9976 50.6367 66.335C49.4984 66.6723 48.2691 66.4867 47.2812 65.8281L33.7812 56.8281C31.9431 55.6027 31.4465 53.1194 32.6719 51.2812C33.859 49.5006 36.227 48.9783 38.0449 50.0615L38.2187 50.1719L47.7236 56.5088L61.3262 24.918L68.6738 28.082Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Strategic competitive advantage possible<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2a7eeb5 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"2a7eeb5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fb486f3 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"fb486f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Disadvantages<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6b2944 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"a6b2944\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M47.0359 28C48.5755 25.3333 52.4245 25.3333 53.9641 28L76.0478 66.25C77.5874 68.9167 75.6629 72.25 72.5837 72.25H28.4164C25.3372 72.25 23.4127 68.9167 24.9523 66.25L47.0359 28Z\" fill=\"#F5822E\"><\/path><path d=\"M54 71C54 73.2091 52.2091 75 50 75C47.7909 75 46 73.2091 46 71C46 68.7909 47.7909 67 50 67C52.2091 67 54 68.7909 54 71Z\" fill=\"#1F1F29\"><\/path><path d=\"M46.1427 40.1379C46.0647 37.876 47.8771 36 50.1403 36H54L53 65H47L46.1427 40.1379Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">High development costs<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M47.0359 28C48.5755 25.3333 52.4245 25.3333 53.9641 28L76.0478 66.25C77.5874 68.9167 75.6629 72.25 72.5837 72.25H28.4164C25.3372 72.25 23.4127 68.9167 24.9523 66.25L47.0359 28Z\" fill=\"#F5822E\"><\/path><path d=\"M54 71C54 73.2091 52.2091 75 50 75C47.7909 75 46 73.2091 46 71C46 68.7909 47.7909 67 50 67C52.2091 67 54 68.7909 54 71Z\" fill=\"#1F1F29\"><\/path><path d=\"M46.1427 40.1379C46.0647 37.876 47.8771 36 50.1403 36H54L53 65H47L46.1427 40.1379Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Need for specialised AI teams<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M47.0359 28C48.5755 25.3333 52.4245 25.3333 53.9641 28L76.0478 66.25C77.5874 68.9167 75.6629 72.25 72.5837 72.25H28.4164C25.3372 72.25 23.4127 68.9167 24.9523 66.25L47.0359 28Z\" fill=\"#F5822E\"><\/path><path d=\"M54 71C54 73.2091 52.2091 75 50 75C47.7909 75 46 73.2091 46 71C46 68.7909 47.7909 67 50 67C52.2091 67 54 68.7909 54 71Z\" fill=\"#1F1F29\"><\/path><path d=\"M46.1427 40.1379C46.0647 37.876 47.8771 36 50.1403 36H54L53 65H47L46.1427 40.1379Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">longer time-to-market<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"100\" height=\"100\" viewbox=\"0 0 100 100\" fill=\"none\"><path d=\"M47.0359 28C48.5755 25.3333 52.4245 25.3333 53.9641 28L76.0478 66.25C77.5874 68.9167 75.6629 72.25 72.5837 72.25H28.4164C25.3372 72.25 23.4127 68.9167 24.9523 66.25L47.0359 28Z\" fill=\"#F5822E\"><\/path><path d=\"M54 71C54 73.2091 52.2091 75 50 75C47.7909 75 46 73.2091 46 71C46 68.7909 47.7909 67 50 67C52.2091 67 54 68.7909 54 71Z\" fill=\"#1F1F29\"><\/path><path d=\"M46.1427 40.1379C46.0647 37.876 47.8771 36 50.1403 36H54L53 65H47L46.1427 40.1379Z\" fill=\"#1F1F29\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Ongoing maintenance and operation necessary<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa6b5bf elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"aa6b5bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Especially when it comes to sensitive company data or strict compliance requirements, it can make sense to operate AI entirely within your own infrastructure. In such cases, so-called <span class=\"s1\"><b>Local LLMs<\/b><\/span> This means large voice models that are operated locally and do not send any data to external providers.<\/p>\n<p class=\"p1\">The collana Group is also developing corresponding solutions for companies that want to operate AI entirely within their own IT infrastructure. Such <span class=\"s1\"><b>Local LLM solutions<\/b><\/span> make it possible to utilise AI functions while retaining full control over sensitive data.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cacac1d elementor-widget elementor-widget-button\" data-id=\"cacac1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.collana.com\/en\/ki-loesungen\/offline-ki-local-llm\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">More about Local LLM solutions<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4c8f336 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"4c8f336\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f94d773 elementor-widget elementor-widget-heading\" data-id=\"f94d773\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Decision factors for the right AI strategy<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75da0c99 elementor-widget elementor-widget-text-editor\" data-id=\"75da0c99\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">The decision between buying, integrating or developing in-house usually depends on four key factors.<\/p><p class=\"p3\"><b>Costs<\/b><b><\/b><\/p><p class=\"p1\">Ready-made solutions are often cheap to start with, but can become expensive if used intensively. In-house developments require a higher initial investment.<\/p><p class=\"p3\"><b>Expertise<\/b><b><\/b><\/p><p class=\"p1\">Building your own AI systems requires data scientists, ML engineers and software developers. Without this expertise, an integration or purchasing strategy usually makes more sense.<\/p><p class=\"p3\"><b>Time-to-market<\/b><b><\/b><\/p><p class=\"p1\">If a solution needs to be available quickly, SaaS products are often the fastest way.<\/p><p class=\"p3\"><b>Flexibility<\/b><b><\/b><\/p><p class=\"p1\">The more individual the requirements are, the more worthwhile it is to develop your own solution or to integrate a customised solution.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27ed6e0d elementor-widget elementor-widget-heading\" data-id=\"27ed6e0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">The best way to get started: a clear AI roadmap<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6021d2 elementor-widget elementor-widget-text-editor\" data-id=\"a6021d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Many companies do not start their AI journey directly with technology, but with a structured analysis of their processes. This involves identifying possible AI use cases, evaluating the potential benefits and checking the technical feasibility.<\/p>\n<p class=\"p1\">A structured approach helps to avoid typical bad investments and quickly identify the projects that promise the greatest added value. One example of this is the <span class=\"s1\"><b>AI Discovery Workshop of the collana Group<\/b><\/span>, in which companies work together with AI experts to develop specific use cases and define a realistic implementation strategy for the use of AI.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb587cc elementor-widget elementor-widget-button\" data-id=\"eb587cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.collana.com\/en\/ki-discovery-workshop\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">More about the AI discovery workshop<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec6980e elementor-widget elementor-widget-heading\" data-id=\"ec6980e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Conclusion\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5acbece elementor-widget elementor-widget-text-editor\" data-id=\"5acbece\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">There is no one right AI strategy for all companies. Instead, there are three basic options available:<\/p><ul><li><p class=\"p1\"><span class=\"s1\"><b>Buy AI<\/b><\/span> for quick results<\/p><\/li><li><p class=\"p1\"><span class=\"s1\"><b>Integrate AI<\/b><\/span> for intelligent business processes<\/p><\/li><li><p class=\"p1\"><span class=\"s1\"><b>Develop AI yourself<\/b><\/span> for maximum control and individuality<\/p><\/li><\/ul><p class=\"p1\">Many organisations are combining these approaches and gradually developing their own AI landscape.<\/p><p class=\"p1\">The decisive factor here is not the technology itself, but the question, <span class=\"s2\"><b>which problems in the company really need to be solved<\/b><\/span>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5e5e540 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"5e5e540\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f1b463 elementor-widget elementor-widget-image\" data-id=\"3f1b463\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"792\" height=\"548\" src=\"https:\/\/www.collana.com\/wp-content\/uploads\/2025\/10\/Hintergrund_Kundenlogo_collana-it_case-Studies_BSMRG-GmbH.webp\" class=\"attachment-large size-large wp-image-5324\" alt=\"AI language assistant ILAI\" srcset=\"https:\/\/www.collana.com\/wp-content\/uploads\/2025\/10\/Hintergrund_Kundenlogo_collana-it_case-Studies_BSMRG-GmbH.webp 792w, https:\/\/www.collana.com\/wp-content\/uploads\/2025\/10\/Hintergrund_Kundenlogo_collana-it_case-Studies_BSMRG-GmbH-300x208.webp 300w, https:\/\/www.collana.com\/wp-content\/uploads\/2025\/10\/Hintergrund_Kundenlogo_collana-it_case-Studies_BSMRG-GmbH-768x531.webp 768w\" sizes=\"(max-width: 792px) 100vw, 792px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed6a708 elementor-widget elementor-widget-heading\" data-id=\"ed6a708\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Practical example \u2192 AI language assistant from collana<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-90f047f elementor-widget elementor-widget-text-editor\" data-id=\"90f047f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">AI-supported voice assistants can also significantly speed up internal processes. For example, they help employees to find information more quickly, operate systems or automate recurring tasks.<\/p><p class=\"p1\">One example of this is the <span class=\"s1\"><b>AI language assistant ILAI from the collana Group<\/b><\/span>, which was specially developed for use in corporate environments and can support employees in their daily work.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33ea0c0 elementor-widget elementor-widget-button\" data-id=\"33ea0c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.collana.com\/en\/ki-discovery-workshop\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">More about the AI discovery workshop<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-234fb89 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"234fb89\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5813b05 elementor-widget elementor-widget-heading\" data-id=\"5813b05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Frequently asked questions about the AI strategy<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9fbacce elementor-widget elementor-widget-heading\" data-id=\"9fbacce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FAQs<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5dc095d e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"5dc095d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1697ec5 elementor-widget elementor-widget-eael-adv-accordion\" data-id=\"1697ec5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-adv-accordion.default\">\n\t\t\t\t\t            <div class=\"eael-adv-accordion\" id=\"eael-adv-accordion-1697ec5\" data-scroll-on-click=\"\" data-scroll-speed=\"300\" data-accordion-id=\"1697ec5\" data-accordion-type=\"accordion\" data-toogle-speed=\"300\">\n            <div class=\"eael-accordion-list\">\n\t\t\t\t\t<div id=\"wann-lohnt-es-sich-ki-zu-kaufen-statt-selbst-zu-entwickeln\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"1\" aria-controls=\"elementor-tab-content-2361\"><h3 class=\"eael-accordion-tab-title\">When is it worth buying AI instead of developing it yourself?<\/h3><\/div><div id=\"elementor-tab-content-2361\" class=\"eael-accordion-content clearfix\" data-tab=\"1\" aria-labelledby=\"wann-lohnt-es-sich-ki-zu-kaufen-statt-selbst-zu-entwickeln\"><p class=\"p1\">The purchase of an AI solution is particularly worthwhile if a company wants to achieve results quickly and the use case does not require complex customisation.<\/p><\/div>\n\t\t\t\t\t<\/div><div class=\"eael-accordion-list\">\n\t\t\t\t\t<div id=\"wann-sollte-ki-in-bestehende-systeme-integriert-werden\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"2\" aria-controls=\"elementor-tab-content-2362\"><h3 class=\"eael-accordion-tab-title\">When should AI be integrated into existing systems?<\/h3><\/div><div id=\"elementor-tab-content-2362\" class=\"eael-accordion-content clearfix\" data-tab=\"2\" aria-labelledby=\"wann-sollte-ki-in-bestehende-systeme-integriert-werden\"><p class=\"p1\">If AI is to become a direct part of business processes, integration into existing software is often the most sensible solution. This allows employees to benefit directly from the new functions in their familiar working environment.<\/p><\/div>\n\t\t\t\t\t<\/div><div class=\"eael-accordion-list\">\n\t\t\t\t\t<div id=\"wann-ist-eine-eigenentwicklung-sinnvoll\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"3\" aria-controls=\"elementor-tab-content-2363\"><h3 class=\"eael-accordion-tab-title\">When does in-house development make sense?<\/h3><\/div><div id=\"elementor-tab-content-2363\" class=\"eael-accordion-content clearfix\" data-tab=\"3\" aria-labelledby=\"wann-ist-eine-eigenentwicklung-sinnvoll\"><p class=\"p1\">In-house development is particularly worthwhile for strategic applications, very specific requirements or strict data protection regulations.<\/p><\/div>\n\t\t\t\t\t<\/div><div class=\"eael-accordion-list\">\n\t\t\t\t\t<div id=\"knnen-unternehmen-mehrere-ki-strategien-kombinieren\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"4\" aria-controls=\"elementor-tab-content-2364\"><h3 class=\"eael-accordion-tab-title\">Can companies combine several AI strategies?<\/h3><\/div><div id=\"elementor-tab-content-2364\" class=\"eael-accordion-content clearfix\" data-tab=\"4\" aria-labelledby=\"knnen-unternehmen-mehrere-ki-strategien-kombinieren\"><p class=\"p1\">Yes, many companies use standard solutions for general tasks, integrate AI into important processes and develop customised systems for strategic applications.<\/p><\/div>\n\t\t\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-279e78f7 e-con-full elementor-hidden-mobile e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"279e78f7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-992a3de elementor-widget elementor-widget-heading\" data-id=\"992a3de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Our latest articles<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29958b34 elementor-grid-1 elementor-posts--thumbnail-none elementor-grid-tablet-1 elementor-grid-mobile-1 elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"29958b34\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;cards_columns&quot;:&quot;1&quot;,&quot;cards_columns_tablet&quot;:&quot;1&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;cards_row_gap_widescreen&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-17658 post type-post status-publish format-standard has-post-thumbnail hentry category-kuenstliche-intelligenz\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.collana.com\/en\/kuenstliche-intelligenz\/die-richtige-ki-strategie-kaufen-integrieren-oder-selbst-entwickeln\/\" >\n\t\t\t\tThe right AI strategy: buy, integrate or build it yourself?\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Home \/ The right AI strategy: buy, integrate or build it yourself?<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.collana.com\/en\/kuenstliche-intelligenz\/die-richtige-ki-strategie-kaufen-integrieren-oder-selbst-entwickeln\/\" aria-label=\"Read more about The right AI strategy: buy, integrate or build it yourself?\" tabindex=\"-1\" >\n\t\t\tRead more \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tMarc L.\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t16 March 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-14780 post type-post status-publish format-standard has-post-thumbnail hentry category-digitalisierung\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.collana.com\/en\/digitalisierung\/digitalisierung-gemeinsam-denken-warum-vernetzung-in-der-it-der-schluessel-ist\/\" >\n\t\t\t\tThinking about digitalisation together \u2013 Why networking is key in IT\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Digitalisation is not a passing trend, but the basis for long-term success. However, many companies still work with systems that are not connected to each other. <\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.collana.com\/en\/digitalisierung\/digitalisierung-gemeinsam-denken-warum-vernetzung-in-der-it-der-schluessel-ist\/\" aria-label=\"Read more about Thinking about digitalisation together \u2013 Why networking is key in IT\" tabindex=\"-1\" >\n\t\t\tRead more \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tMarc L.\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t21st November 2025\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-14759 post type-post status-publish format-standard has-post-thumbnail hentry category-kuenstliche-intelligenz\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.collana.com\/en\/kuenstliche-intelligenz\/wie-unternehmen-ki-sinnvoll-einsetzen-und-wo-sie-besser-noch-warten-sollten\/\" >\n\t\t\t\tHow companies can use AI effectively \u2013 and where they would be better off waiting (for now).\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Artificial intelligence is currently on everyone's lips. Whether in headlines, meetings or strategy papers \u2013 hardly any other topic is currently being discussed as heatedly. Many companies feel the pressure to \u201edo something with AI\u201c.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.collana.com\/en\/kuenstliche-intelligenz\/wie-unternehmen-ki-sinnvoll-einsetzen-und-wo-sie-besser-noch-warten-sollten\/\" aria-label=\"Read more about how companies can use AI effectively \u2013 and where they would be better off waiting (for now).\" tabindex=\"-1\" >\n\t\t\tRead more \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tMarc L.\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t21st November 2025\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bc2f52a e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-parent\" data-id=\"bc2f52a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-18d675d2 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"18d675d2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1a2a0ab9 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"1a2a0ab9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c4931cc elementor-widget__width-initial text-left elementor-widget elementor-widget-tp-heading-title\" data-id=\"c4931cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tp-heading-title.default\">\n\t\t\t\t\t<div class=\"heading heading_style heading_style69f5604da13fb style-1\"  data-tp-gsap-heading-text=\"\" data-tp-gsap-sub-heading-text=\"\"><div class=\"sub-style\" ><div class=\"head-title\" > <h1  class=\"heading-title\"  data-hover=\"Best Choice\">Best Choice<span class=\"title-s\"> for Smart Businesses <\/span><\/h1><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e0c41e0 elementor-widget elementor-widget-global elementor-global-17122 elementor-widget-html\" data-id=\"e0c41e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<div class=\"collana-hs\">\n  <script src=\"https:\/\/js-eu1.hsforms.net\/forms\/embed\/developer\/27083800.js\" defer><\/script>\n  <div class=\"hs-form-html\"\n       data-region=\"eu1\"\n       data-form-id=\"0afa9f36-557f-45cd-bfcb-0879b2d988cf\"\n       data-portal-id=\"27083800\"><\/div>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-421a54e5 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-child\" data-id=\"421a54e5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Home \/ The right AI strategy: buy, integrate or build it yourself? Many companies now realise that they need to get to grips with artificial intelligence. But as soon as it becomes concrete, a central question arises: should we buy AI, integrate it into existing systems or develop it ourselves? The answer depends on several factors: the company's own goals, the existing IT landscape, the available expertise and, of course, the budget. While some companies achieve quick results with ready-made AI tools, others need customised solutions that are deeply integrated into their processes. This article shows the three most important strategies for the use of AI in companies and helps you make the right decision. Briefly explained: Which AI strategy suits which company? Many decision-makers are looking for precisely this answer. So here's a direct summary: Situation Suitable strategy Fast entry into AI Buy AI solution Make existing systems more intelligent Integrate AI Strategic or highly customised applications Develop AI yourself In practice, many companies combine several of these approaches. Why companies use AI at all Artificial intelligence is rarely introduced because it is \u201emodern\u201c. In reality, it is almost always about very specific improvements in everyday working life. Many processes in companies are still heavily manual. Employees search for information, analyse documents, answer recurring questions or transfer data between different systems. This is precisely where AI can make a huge difference. Typical areas of application are, for example: Automatic analysis and processing of documents Support in customer service Intelligent search in company knowledge Automation of routine processes Evaluation of large amounts of data Generative AI in particular has opened up new possibilities in recent years. Modern language models can summarise content, generate texts or serve as intelligent assistants in everyday working life. However, the key point here is that added value is only created when AI is meaningfully integrated into existing processes. Option 1: Buy AI (SaaS solutions) The quickest way to utilise AI is to use ready-made tools. Many providers make their solutions available as a cloud service so that companies do not have to set up their own infrastructure. These solutions can often be introduced within a few days or weeks and are particularly suitable for getting started with AI. Typical examples include chatbots, generative text tools and document analysis systems. Advantages very quick introduction low initial investment no in-house infrastructure required continuous further development by the provider Disadvantages limited customisation options dependence on the provider integration into existing systems often limited possible data protection or compliance issues Ready-made AI solutions are therefore particularly suitable if companies want to gain initial experience with AI quickly or if there is a clearly defined use case. Option 2: Integrate AI into existing systems Many companies decide to integrate AI directly into their existing applications. Instead of using an additional tool, the technology is used where it is actually needed in day-to-day work. A typical example is an ERP system that automatically analyses documents or merges information from different sources. Internal knowledge assistants or AI-based search functions are also often part of this approach. The major advantage of this strategy is that AI becomes part of existing processes. Advantages better integration into existing systems use of existing company data higher acceptance in day-to-day work individual customisation possible Disadvantages higher implementation costs technical expertise required longer project duration Technically, this integration strategy is often based on platforms such as Azure OpenAI or comparable AI services. They enable companies to specifically integrate generative AI into existing applications without having to redevelop entire systems. On this basis, internal knowledge assistants, automated document analyses or intelligent search functions can be implemented, for example. Among other things, the collana Group develops customised solutions based on generative AI in Azure that can be specifically integrated into existing company systems. More on generative AI for companies Option 3: Develop AI yourself In some cases, neither standard solutions nor integrations are sufficient. This is particularly the case for companies where AI is to become a central component of the business model or where there are very specific requirements. In these cases, custom models are developed or existing systems are heavily customised. Advantages maximum flexibility complete control over data and models high adaptability strategic competitive advantage possible Disadvantages high development costs need for specialised AI teams longer time-to-market ongoing maintenance and operation necessary Especially in the case of sensitive company data or strict compliance requirements, it can make sense to operate AI entirely within the company's own infrastructure. In such cases, local LLMs are often used - i.e. large language models that are operated locally and do not send any data to external providers. The collana Group also develops corresponding solutions for companies that want to operate AI entirely within their own IT infrastructure. Such local LLM solutions make it possible to utilise AI functions while retaining full control over sensitive data. More on local LLM solutions Decision-making factors for the right AI strategy The decision between buying, integrating or developing in-house usually depends on four key factors. Costs Ready-made solutions are often cheap to start with, but can become expensive if used intensively. In-house developments require a higher initial investment. Expertise Building your own AI systems requires data scientists, ML engineers and software developers. Without this expertise, an integration or purchasing strategy usually makes more sense. Time-to-market If a solution needs to be available quickly, SaaS products are often the fastest way to go. Flexibility The more individual the requirements are, the more worthwhile in-house development or customised integration is. The best place to start: a clear AI roadmap Many companies do not start their AI journey directly with technology, but with a structured analysis of their processes. This involves identifying possible AI use cases, evaluating the potential benefits and checking the technical feasibility. A structured approach helps to avoid typical bad investments and quickly identify the projects that promise the greatest added value. One example of this is the collana Group's AI discovery workshop, in which companies work with AI experts to develop specific use cases and define a realistic implementation strategy for the use of AI. More about the AI discovery workshop Conclusion There is no one right AI strategy for all companies. Instead, there are three basic options available: Buy AI for quick results Integrate AI for intelligent business processes Develop AI yourself for maximum control and individuality Many organisations combine these approaches and develop their own AI landscape step by step. The decisive factor here is not the technology itself, but the question of which problems in the company really need to be solved. Practical example \u2192 AI voice assistant from collana AI-supported voice assistants<\/p>","protected":false},"author":2,"featured_media":17689,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[1],"tags":[],"branche":[],"technologie":[],"class_list":["post-17658","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kuenstliche-intelligenz"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/posts\/17658","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/comments?post=17658"}],"version-history":[{"count":25,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/posts\/17658\/revisions"}],"predecessor-version":[{"id":18199,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/posts\/17658\/revisions\/18199"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/media\/17689"}],"wp:attachment":[{"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/media?parent=17658"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/categories?post=17658"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/tags?post=17658"},{"taxonomy":"branche","embeddable":true,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/branche?post=17658"},{"taxonomy":"technologie","embeddable":true,"href":"https:\/\/www.collana.com\/en\/wp-json\/wp\/v2\/technologie?post=17658"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}