{"id":24724,"date":"2026-07-23T13:29:55","date_gmt":"2026-07-23T13:29:55","guid":{"rendered":"https:\/\/www.an-group.one\/5-common-mistakes-in-ai-projects\/"},"modified":"2026-07-23T13:41:11","modified_gmt":"2026-07-23T13:41:11","slug":"5-common-mistakes-in-ai-projects","status":"publish","type":"post","link":"https:\/\/www.an-group.one\/en\/5-common-mistakes-in-ai-projects\/","title":{"rendered":"5 Common Mistakes in AI Projects"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"24724\" class=\"elementor elementor-24724 elementor-24644\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b86b462 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"b86b462\" 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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2622bab e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"2622bab\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-37e1483 elementor-widget elementor-widget-spacer\" data-id=\"37e1483\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74a3e02 elementor-widget elementor-widget-heading\" data-id=\"74a3e02\" 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<h1 class=\"elementor-heading-title elementor-size-default\">5 Common Mistakes in AI Projects<\/h1>\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-3977ee6 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"3977ee6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d0e03b2 elementor-widget elementor-widget-heading\" data-id=\"d0e03b2\" 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<h5 class=\"elementor-heading-title elementor-size-default\">And how companies avoid them<\/h5>\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-079ed83 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"079ed83\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf18705 elementor-widget elementor-widget-text-editor\" data-id=\"cf18705\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Artificial intelligence offers companies enormous opportunities: processes can be automated, decisions can be supported by data, and resources can be used more efficiently. Nevertheless, many AI projects fall short of expectations or even fail completely. Often, this is not due to the technology itself, but rather to mistakes in planning, implementation, or integration.  <\/p><p>Understanding the most common pitfalls can significantly increase the chances of success for AI projects. We highlight five typical mistakes and explain how companies can avoid them. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-faf947f e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"faf947f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b81b37d elementor-widget elementor-widget-button\" data-id=\"b81b37d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.an-group.one\/en\/ai-processes\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Discover the Potential of AI for Your Business<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-58bb2c6 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"58bb2c6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9e24db7 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"9e24db7\" 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-6f9dfb8 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no elementor-invisible e-con e-child\" data-id=\"6f9dfb8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-df856bc elementor-widget elementor-widget-image\" data-id=\"df856bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.an-group.one\/wp-content\/uploads\/2025\/11\/Menschen-nachdenklich-Tablet-Business-ANG.jpg\" title=\"\" alt=\"ANG\" loading=\"lazy\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5cfb2a4 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no elementor-invisible e-con e-child\" data-id=\"5cfb2a4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;,&quot;animation_delay&quot;:100}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0f04752 elementor-widget elementor-widget-heading\" data-id=\"0f04752\" 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\">Mistake 1: Starting Without a Clear Goal<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7fedb28 elementor-widget elementor-widget-text-editor\" data-id=\"7fedb28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Many companies want to \u201cdo something with AI\u201d without first defining specific requirements or goals. This often results in projects that, while technically interesting, do not deliver any measurable added value. <\/p><p>Instead of starting with the technology, companies should first identify the challenges they need to solve. Only once the goal has been clearly defined can they select the appropriate AI solution. <\/p><p><strong>Tip:<\/strong> Define specific goals and metrics that can be used later to measure the project&#8217;s success.<\/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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-295171d e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"295171d\" 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-09ade71 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no elementor-invisible e-con e-child\" data-id=\"09ade71\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d02570f elementor-widget elementor-widget-heading\" data-id=\"d02570f\" 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\">Mistake 2: Poor or Insufficient Data Set<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64f6541 elementor-widget elementor-widget-text-editor\" data-id=\"64f6541\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>AI is only as good as the data it works with. Incomplete, outdated, or incorrect data leads to inaccurate results and significantly limits the solution&#8217;s usefulness. <\/p><p>Before launching an AI project, it is therefore important to determine whether the necessary data is even available and of sufficient quality. It is often worthwhile to invest in data quality and data management first. <\/p><p><strong>Tip:<\/strong> Clean and organize relevant datasets before training or implementing AI.<\/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-c1adf79 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no elementor-invisible e-con e-child\" data-id=\"c1adf79\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;,&quot;animation_delay&quot;:100}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf7edde elementor-widget elementor-widget-image\" data-id=\"cf7edde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/04\/ANG-Image-Asset-104.jpeg\" title=\"\" alt=\"ANG\" loading=\"lazy\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c221d9c e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"c221d9c\" 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-b29e4fa e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no elementor-invisible e-con e-child\" data-id=\"b29e4fa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-88bccb1 elementor-widget elementor-widget-image\" data-id=\"88bccb1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/06\/ANG-Image-Asset-No-130.jpg\" title=\"\" alt=\"ANG\" loading=\"lazy\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a67954d e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no elementor-invisible e-con e-child\" data-id=\"a67954d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;,&quot;animation_delay&quot;:100}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-661bfdd elementor-widget elementor-widget-heading\" data-id=\"661bfdd\" 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\">Mistake 3: Taking on Projects That Are Too Big All at Once<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2403f4c elementor-widget elementor-widget-text-editor\" data-id=\"2403f4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The desire for an AI strategy is understandable. However, many projects fail because they are planned to be too complex and too extensive. <\/p><p>A step-by-step approach is often more successful. With a clearly defined use case, you can gain experience, optimize processes, and achieve initial success. The solution can then be expanded in a targeted manner.  <\/p><p><strong>Tip:<\/strong> Start with a manageable pilot project that promises concrete benefits.<\/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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-22701f6 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"22701f6\" 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-51dd948 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no elementor-invisible e-con e-child\" data-id=\"51dd948\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d6064ee elementor-widget elementor-widget-heading\" data-id=\"d6064ee\" 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\">Mistake 4: Not Involving Employees<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c141b9 elementor-widget elementor-widget-text-editor\" data-id=\"4c141b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>AI is sometimes viewed as a purely technical project. However, its success depends largely on how well future users are involved. <\/p><p>If employees are not adequately informed or trained, this often leads to uncertainty and reservations. At the same time, there is a lack of valuable practical knowledge that can be crucial for developing effective solutions. <\/p><p><strong>Tip:<\/strong> Involve the relevant departments early on and ensure transparency regarding the AI solution\u2019s goals, benefits, and impacts.<\/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-de7c84b e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no elementor-invisible e-con e-child\" data-id=\"de7c84b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;,&quot;animation_delay&quot;:100}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bcfcafe elementor-widget elementor-widget-image\" data-id=\"bcfcafe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/04\/ANG-Image-Asset-108.jpeg\" title=\"\" alt=\"ANG\" loading=\"lazy\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c35899f e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"c35899f\" 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-0e568dc e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no elementor-invisible e-con e-child\" data-id=\"0e568dc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4ded5c9 elementor-widget elementor-widget-image\" data-id=\"4ded5c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.an-group.one\/wp-content\/uploads\/2025\/05\/business-executives-interacting-with-each-other.jpg\" title=\"\" alt=\"ANG\" loading=\"lazy\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dca9387 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no elementor-invisible e-con e-child\" data-id=\"dca9387\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;,&quot;animation_delay&quot;:100}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-83b7010 elementor-widget elementor-widget-heading\" data-id=\"83b7010\" 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\">Mistake 5: Viewing AI as a sure thing<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6399011 elementor-widget elementor-widget-text-editor\" data-id=\"6399011\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Implementing an AI solution is not a one-time project that is completed after go-live. Business processes change, data evolves, and requirements grow. <\/p><p>To ensure that AI works reliably over the long term, results must be reviewed regularly, models must be adjusted, and processes must be continuously optimized.<\/p><p><strong>Tip:<\/strong> Make sure to allocate resources for monitoring, maintenance, and further development of the solution right from the start.<\/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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-24801bd e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"24801bd\" 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-41a95eb e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no elementor-invisible e-con e-child\" data-id=\"41a95eb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ae85ebf elementor-widget elementor-widget-image\" data-id=\"ae85ebf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.an-group.one\/wp-content\/uploads\/2025\/11\/Two-young-women-working-together-at-office-planning-business-1024x683.jpg\" class=\"attachment-large size-large wp-image-15177\" alt=\"ANG\" srcset=\"https:\/\/www.an-group.one\/wp-content\/uploads\/2025\/11\/Two-young-women-working-together-at-office-planning-business-1024x683.jpg 1024w, https:\/\/www.an-group.one\/wp-content\/uploads\/2025\/11\/Two-young-women-working-together-at-office-planning-business-300x200.jpg 300w, https:\/\/www.an-group.one\/wp-content\/uploads\/2025\/11\/Two-young-women-working-together-at-office-planning-business-768x512.jpg 768w, https:\/\/www.an-group.one\/wp-content\/uploads\/2025\/11\/Two-young-women-working-together-at-office-planning-business-1536x1024.jpg 1536w, https:\/\/www.an-group.one\/wp-content\/uploads\/2025\/11\/Two-young-women-working-together-at-office-planning-business-930x620.jpg 930w, https:\/\/www.an-group.one\/wp-content\/uploads\/2025\/11\/Two-young-women-working-together-at-office-planning-business.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<\/div>\n\t\t<div class=\"elementor-element elementor-element-b3374f5 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no elementor-invisible e-con e-child\" data-id=\"b3374f5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;,&quot;animation_delay&quot;:100}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0343263 elementor-widget elementor-widget-heading\" data-id=\"0343263\" 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\">Successful AI projects start with the right strategy<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b138f3 elementor-widget elementor-widget-text-editor\" data-id=\"7b138f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Most of the challenges in AI projects have less to do with the technology than with the approach. Clear goals, a solid data foundation, realistic project scope, employee engagement, and continuous improvement form the basis for sustainable success. <\/p><p>Companies that take these factors into account create the best conditions for leveraging the potential of AI in a targeted manner and generating real added value for their business processes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f958634 elementor-widget elementor-widget-button\" data-id=\"f958634\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.an-group.one\/en\/ai-and-digital-transformation-partner-for-small-and-medium-sized-businesses\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Your Path to a Successful AI Strategy<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9430046 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"9430046\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b5277b4 elementor-widget elementor-widget-heading\" data-id=\"b5277b4\" 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\">More Insights on AI and Digital Transformation<\/h2>\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-025df16 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"025df16\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ab772d2 elementor-grid-eael-col-3 elementor-grid-tablet-eael-col-2 elementor-grid-mobile-eael-col-1 elementor-widget elementor-widget-eael-post-grid\" data-id=\"ab772d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;eael_post_grid_columns&quot;:&quot;eael-col-3&quot;,&quot;eael_post_grid_columns_tablet&quot;:&quot;eael-col-2&quot;,&quot;eael_post_grid_columns_mobile&quot;:&quot;eael-col-1&quot;}\" data-widget_type=\"eael-post-grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"eael-post-grid-ab772d2\" class=\"eael-post-grid-container\">\n            <div class=\"eael-post-grid eael-post-appender eael-post-appender-ab772d2 eael-post-grid-style-two\" data-layout-mode=\"grid\"><article class=\"eael-grid-post  eael-post-grid-column eael-pg-post-24724 category-news-en-ai-processes tags-ai-en-ang-en-artificial-intelligence-automation\" data-id=\"24724\">\n    <div class=\"eael-grid-post-holder\">\n        <div class=\"eael-grid-post-holder-inner\"><div class=\"eael-entry-media\"><div class=\"eael-entry-overlay none\"><i class=\"fab fa-readme\" aria-hidden=\"true\"><\/i><a href=\"https:\/\/www.an-group.one\/en\/5-common-mistakes-in-ai-projects\/\"><\/a><\/div><div class=\"eael-entry-thumbnail \">\n                            <img decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/06\/ANG-Image-Asset-No-102-1024x682.jpg\" class=\"attachment-large size-large wp-image-22816\" alt=\"ANG\" srcset=\"https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/06\/ANG-Image-Asset-No-102-1024x682.jpg 1024w, https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/06\/ANG-Image-Asset-No-102-300x200.jpg 300w, https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/06\/ANG-Image-Asset-No-102-768x512.jpg 768w, https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/06\/ANG-Image-Asset-No-102-930x620.jpg 930w, https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/06\/ANG-Image-Asset-No-102.jpg 1400w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\n                            <\/div>\n                    <\/div><div class=\"eael-entry-wrapper\"><header class=\"eael-entry-header\"><h5 class=\"eael-entry-title\"><a class=\"eael-grid-post-link\" href=\"https:\/\/www.an-group.one\/en\/5-common-mistakes-in-ai-projects\/\" title=\"5 Common Mistakes in AI Projects\">5 Common Mistakes in AI Projects<\/a><\/h5><\/header><div class=\"eael-entry-content\">\n                                <div class=\"eael-grid-post-excerpt\"><p>When people talk about digital transformation, the terms \u201cautomation\u201d and \u201cartificial intelligence\u201d often come up....<\/p><a href=\"https:\/\/www.an-group.one\/en\/5-common-mistakes-in-ai-projects\/\" class=\"eael-post-elements-readmore-btn\">Read more \u2192<\/a><\/div>\n                            <\/div><\/div><\/div>\n    <\/div>\n<\/article><article class=\"eael-grid-post  eael-post-grid-column eael-pg-post-24720 category-news-en-ai-processes tags-ai-en-ang-en-artificial-intelligence-automation\" data-id=\"24720\">\n    <div class=\"eael-grid-post-holder\">\n        <div class=\"eael-grid-post-holder-inner\"><div class=\"eael-entry-media\"><div class=\"eael-entry-overlay none\"><i class=\"fab fa-readme\" aria-hidden=\"true\"><\/i><a href=\"https:\/\/www.an-group.one\/en\/ai-and-automation-whats-the-difference\/\"><\/a><\/div><div class=\"eael-entry-thumbnail \">\n                            <img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/06\/ANG-Image-Asset-No-125-1024x576.jpg\" class=\"attachment-large size-large wp-image-23461\" alt=\"ANG\" srcset=\"https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/06\/ANG-Image-Asset-No-125-1024x576.jpg 1024w, https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/06\/ANG-Image-Asset-No-125-300x169.jpg 300w, https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/06\/ANG-Image-Asset-No-125-768x432.jpg 768w, https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/06\/ANG-Image-Asset-No-125-1536x864.jpg 1536w, https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/06\/ANG-Image-Asset-No-125.jpg 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\n                            <\/div>\n                    <\/div><div class=\"eael-entry-wrapper\"><header class=\"eael-entry-header\"><h5 class=\"eael-entry-title\"><a class=\"eael-grid-post-link\" href=\"https:\/\/www.an-group.one\/en\/ai-and-automation-whats-the-difference\/\" title=\"AI and Automation: What&#8217;s the Difference?\">AI and Automation: What&#8217;s the Difference?<\/a><\/h5><\/header><div class=\"eael-entry-content\">\n                                <div class=\"eael-grid-post-excerpt\"><p>When people talk about digital transformation, the terms \u201cautomation\u201d and \u201cartificial intelligence\u201d often come up....<\/p><a href=\"https:\/\/www.an-group.one\/en\/ai-and-automation-whats-the-difference\/\" class=\"eael-post-elements-readmore-btn\">Read more \u2192<\/a><\/div>\n                            <\/div><\/div><\/div>\n    <\/div>\n<\/article><article class=\"eael-grid-post  eael-post-grid-column eael-pg-post-23191 category-ai-processes-news-en\" data-id=\"23191\">\n    <div class=\"eael-grid-post-holder\">\n        <div class=\"eael-grid-post-holder-inner\"><div class=\"eael-entry-media\"><div class=\"eael-entry-overlay none\"><i class=\"fab fa-readme\" aria-hidden=\"true\"><\/i><a href=\"https:\/\/www.an-group.one\/en\/ang-ai-breaks-vol-01\/\"><\/a><\/div><div class=\"eael-entry-thumbnail \">\n                            <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/04\/ANG-Image-Asset-114-1024x683.jpeg\" class=\"attachment-large size-large wp-image-19878\" alt=\"ANG\" srcset=\"https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/04\/ANG-Image-Asset-114-1024x683.jpeg 1024w, https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/04\/ANG-Image-Asset-114-300x200.jpeg 300w, https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/04\/ANG-Image-Asset-114-768x512.jpeg 768w, https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/04\/ANG-Image-Asset-114-1536x1025.jpeg 1536w, https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/04\/ANG-Image-Asset-114-930x620.jpeg 930w, https:\/\/www.an-group.one\/wp-content\/uploads\/2026\/04\/ANG-Image-Asset-114.jpeg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\n                            <\/div>\n                    <\/div><div class=\"eael-entry-wrapper\"><header class=\"eael-entry-header\"><h5 class=\"eael-entry-title\"><a class=\"eael-grid-post-link\" href=\"https:\/\/www.an-group.one\/en\/ang-ai-breaks-vol-01\/\" title=\"ANG AI Breaks Vol. 01 &#8211; Our AI Insights Now Available in the Media Library\">ANG AI Breaks Vol. 01 &#8211; Our AI Insights Now Available in the Media Library<\/a><\/h5><\/header><div class=\"eael-entry-content\">\n                                <div class=\"eael-grid-post-excerpt\"><p>ANG AI Break \u2013 Vol. 01 Our AI Insights Are Now Available in the Media...<\/p><a href=\"https:\/\/www.an-group.one\/en\/ang-ai-breaks-vol-01\/\" class=\"eael-post-elements-readmore-btn\">Read more \u2192<\/a><\/div>\n                            <\/div><\/div><\/div>\n    <\/div>\n<\/article><\/div>\n            <div class=\"clearfix\"><\/div>\n        <\/div>            <div class=\"eael-load-more-button-wrap eael-force-hide\">\n                <button class=\"eael-load-more-button\" id=\"eael-load-more-btn-ab772d2\" data-widget-id=\"ab772d2\" data-widget=\"ab772d2\" data-page-id=\"24724\" data-template=\"{&quot;dir&quot;:&quot;lite&quot;,&quot;file_name&quot;:&quot;two.php&quot;,&quot;name&quot;:&quot;Post-Grid&quot;}\" data-class=\"Essential_Addons_Elementor\\Elements\\Post_Grid\" data-layout=\"grid\" data-page=\"1\" data-args=\"orderby=date&amp;order=desc&amp;ignore_sticky_posts=1&amp;post_status=publish&amp;posts_per_page=3&amp;offset=0&amp;post_type=post&amp;tax_query%5B0%5D%5Btaxonomy%5D=category&amp;tax_query%5B0%5D%5Bfield%5D=term_id&amp;tax_query%5B0%5D%5Bterms%5D%5B0%5D=504&amp;tax_query%5Brelation%5D=AND\" data-max-page=\"2\">\n                    <span class=\"eael-btn-loader button__loader\"><\/span>\n                    <span class=\"eael_load_more_text\">Load More<\/span>\n                <\/button>\n            <\/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-8569fe2 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"8569fe2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-46235b9 elementor-widget elementor-widget-spacer\" data-id=\"46235b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>When people talk about digital transformation, the terms \u201cautomation\u201d and \u201cartificial intelligence\u201d often come up. In fact, they are frequently used interchangeably. However, these are two distinct technologies with different strengths and areas of application. Understanding the differences allows you to make a more informed decision about which solution offers the greatest value for your company.   <\/p>\n","protected":false},"author":4,"featured_media":22816,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"categories":[195,506],"tags":[206,204,516,517],"class_list":["post-24724","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-en","category-ai-processes","tag-ai-en","tag-ang-en","tag-artificial-intelligence","tag-automation"],"_links":{"self":[{"href":"https:\/\/www.an-group.one\/en\/wp-json\/wp\/v2\/posts\/24724","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.an-group.one\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.an-group.one\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.an-group.one\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.an-group.one\/en\/wp-json\/wp\/v2\/comments?post=24724"}],"version-history":[{"count":1,"href":"https:\/\/www.an-group.one\/en\/wp-json\/wp\/v2\/posts\/24724\/revisions"}],"predecessor-version":[{"id":24725,"href":"https:\/\/www.an-group.one\/en\/wp-json\/wp\/v2\/posts\/24724\/revisions\/24725"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.an-group.one\/en\/wp-json\/wp\/v2\/media\/22816"}],"wp:attachment":[{"href":"https:\/\/www.an-group.one\/en\/wp-json\/wp\/v2\/media?parent=24724"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.an-group.one\/en\/wp-json\/wp\/v2\/categories?post=24724"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.an-group.one\/en\/wp-json\/wp\/v2\/tags?post=24724"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}