{"id":1087,"date":"2017-06-28T13:55:00","date_gmt":"2017-06-28T12:55:00","guid":{"rendered":"https:\/\/ailio.de\/change-management-the-5-biggest-mistakes-in-it-projects-and-how-decision-makers-can-avoid-them\/"},"modified":"2022-11-23T17:31:15","modified_gmt":"2022-11-23T16:31:15","slug":"change-management-the-5-biggest-mistakes-in-it-projects-and-how-decision-makers-can-avoid-them","status":"publish","type":"post","link":"https:\/\/ailio.de\/en\/change-management-the-5-biggest-mistakes-in-it-projects-and-how-decision-makers-can-avoid-them\/","title":{"rendered":"Change Management &#8211; The 5 biggest mistakes in IT projects and how decision makers can avoid them"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1087\" class=\"elementor elementor-1087 elementor-171\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-36bdbc8e elementor-section-full_width 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menu-item-2174\"><a href=\"https:\/\/ailio.de\/en\/ai-use-cases-overview\/\" class=\"elementor-sub-item\" tabindex=\"-1\">AI use cases overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2175\"><a href=\"https:\/\/ailio.de\/en\/business-intelligence\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Business Intelligence<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2176\"><a href=\"#\" class=\"elementor-sub-item elementor-item-anchor\" tabindex=\"-1\">Technologien<\/a>\n\t<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2177\"><a href=\"https:\/\/ailio.de\/en\/microsoft-azure-partnership\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Microsoft Azure partnership<\/a><\/li>\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2178\"><a 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elementor-item-anchor\" tabindex=\"-1\">Azure &#038; Databricks<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2183\"><a href=\"https:\/\/ailio.de\/en\/databricks-partnership\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Databricks partnership<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2184\"><a href=\"https:\/\/ailio.de\/en\/microsoft-azure-partnership\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Microsoft Azure partnership<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2185\"><a href=\"https:\/\/ailio.de\/en\/apache-kafka-event-streaming\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Apache Kafka Event Streaming<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1677\"><a href=\"https:\/\/ailio.de\/en\/blog\/\" class=\"elementor-item\" tabindex=\"-1\">Ressources<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1679\"><a href=\"https:\/\/ailio.de\/en\/blog\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Blog<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1675\"><a href=\"https:\/\/ailio.de\/en\/jobs\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Jobs<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1817\"><a href=\"https:\/\/ailio.de\/en\/#contact\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">> Potential Analysis<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-18f99a89 elementor-section-full_width elementor-hidden-desktop elementor-hidden-tablet elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"18f99a89\" data-element_type=\"section\" data-e-type=\"section\" 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href=\"https:\/\/ailio.de\/en\/success-stories\/\" class=\"elementor-item\" tabindex=\"-1\">Success stories<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2182\"><a href=\"#\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Azure &#038; Databricks<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2183\"><a href=\"https:\/\/ailio.de\/en\/databricks-partnership\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Databricks partnership<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2184\"><a href=\"https:\/\/ailio.de\/en\/microsoft-azure-partnership\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Microsoft Azure partnership<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2185\"><a href=\"https:\/\/ailio.de\/en\/apache-kafka-event-streaming\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Apache Kafka Event Streaming<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1677\"><a href=\"https:\/\/ailio.de\/en\/blog\/\" class=\"elementor-item\" tabindex=\"-1\">Ressources<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1679\"><a href=\"https:\/\/ailio.de\/en\/blog\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Blog<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1675\"><a href=\"https:\/\/ailio.de\/en\/jobs\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Jobs<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1817\"><a href=\"https:\/\/ailio.de\/en\/#contact\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">> Potential Analysis<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\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-d162869 elementor-widget elementor-widget-menu-anchor\" data-id=\"d162869\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"totop\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/header>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<header class=\"elementor-section elementor-top-section elementor-element elementor-element-62c25055 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"62c25055\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;,&quot;shape_divider_bottom&quot;:&quot;pyramids&quot;,&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M761.9,44.1L643.1,27.2L333.8,98L0,3.8V0l1000,0v3.9\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8ca1bbd\" data-id=\"8ca1bbd\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5f99e53e elementor-widget elementor-widget-post-info\" data-id=\"5f99e53e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-c40290d elementor-inline-item\" itemprop=\"author\">\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<i aria-hidden=\"true\" class=\"fas fa-user-alt\"><\/i>\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-author\">\n\t\t\t\t\t\t\t\t\t\tAleksander Fegel\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-51fc0a2 elementor-inline-item\" itemprop=\"datePublished\">\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<i aria-hidden=\"true\" class=\"fas fa-calendar-check\"><\/i>\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-date\">\n\t\t\t\t\t\t\t\t\t\t<time>28\/06\/2017<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-671e4ad1 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"671e4ad1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Change Management &#8211; The 5 biggest mistakes in IT projects and how decision makers can avoid them<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/header>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-493fbacc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"493fbacc\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4bbe4a1a\" data-id=\"4bbe4a1a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-76f44ab elementor-widget elementor-widget-image\" data-id=\"76f44ab\" 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=\"1030\" height=\"687\" src=\"https:\/\/ailio.de\/wp-content\/uploads\/2020\/04\/startup-photos-1030x687-1.jpg\" class=\"attachment-full size-full wp-image-948\" alt=\"\" srcset=\"https:\/\/ailio.de\/wp-content\/uploads\/2020\/04\/startup-photos-1030x687-1.jpg 1030w, https:\/\/ailio.de\/wp-content\/uploads\/2020\/04\/startup-photos-1030x687-1-300x200.jpg 300w, https:\/\/ailio.de\/wp-content\/uploads\/2020\/04\/startup-photos-1030x687-1-1024x683.jpg 1024w, https:\/\/ailio.de\/wp-content\/uploads\/2020\/04\/startup-photos-1030x687-1-768x512.jpg 768w\" sizes=\"(max-width: 1030px) 100vw, 1030px\" \/>\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 class=\"elementor-element elementor-element-53c4b6fd elementor-widget elementor-widget-text-editor\" data-id=\"53c4b6fd\" 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><\/p>\n<h4><span style=\"color: #663a57;\">Avoiding mistakes through constructive change management<\/span><\/h4>\n<p><\/p>\n<p>Another important point in the implementation of IT projects is the handling of change requests during the ongoing project phase. In recent years, I have not seen a project where the project owner did not completely remove or significantly adjust requirements that had been discussed multiple times. Depending on which dependencies exist and how individual components of the project are structured (database, backend, frontend), this can lead to extensive distortions. Generally speaking &#8211; the more dependency there is between components and building blocks of a project, the more likely planning changes can involve a lot of effort. A lot of effort is then usually associated with a lot of expense or nerve-racking discussions that are rarely goal-oriented.<\/p>\n<p><\/p>\n<p>The result is that the developers either get (significantly) more money and the project budget is exceeded (if this is financially possible at all), the developers fold and are completely demotivated for the rest of the project, or the project fails and, in the worst case, a legal dispute arises, the outcome of which no one can foresee. The ancillary costs alone for experts and the like can quickly exceed the actual project budget. Therefore, it is always advisable for both parties to come to an amicable agreement. But how should you actually handle changes to requirements now?<\/p>\n<p><\/p>\n<h4><span style=\"color: #663a57;\">Avoid perfectionism<\/span><\/h4>\n<p><\/p>\n<p>In many situations in life, perfectionism can be a useful trait. In IT projects, it&#8217;s a good guide to drift into insolvency as easily as possible. It is important to know that each additional feature and customization, even if you seem small, can entail extensive work. For example, as a client, I want users to be able to see local events in a local app for cities. Not a wild thing in itself, but what is actually the consequence of this?<\/p>\n<p><\/p>\n<ul>\n<li>Extension and adaptation of the database. It may be necessary to adjust existing tables, which entails further adjustment in functions completely independent of the task.<\/li>\n<li>The designer for the project needs to be brought in to figure out how best to represent the feature. Consultation and consultation between developer, designer and client necessary.<\/li>\n<li>Implementation of the design in the frontend on code level (responsiveness \/ usability of the components)<\/li>\n<li>Implementation of logic (inclusion of text, title, image, adjustment of image size, correct display and calculation of visual representation for participants, rating, etc.).<\/li>\n<li>Creation of a backend in which events can be deleted, edited and created (Three completely new and independent functions)<\/li>\n<li>Interfaces connection to Facebook or other platforms to get current data<\/li>\n<li>Logic that prevents edited and deleted events from being overwritten again by the crawler that fetches the data from other platforms.<\/li>\n<li>Function for user to accept \/ reject<\/li>\n<li>Testing the functionality at different locations and with different scenarios<\/li>\n<li>Possibly even integration into existing authorization concept in the management of events (which admin \/ backend user is allowed to do what)<\/li>\n<li>Possible integration into a language system<\/li>\n<li>Design customization for iOS and Android<\/li>\n<\/ul>\n<p><\/p>\n<p>If you think about it more carefully and have a technical overview, you will quickly come up with a lot of points that are connected to such a simple function. In this example, it is still possible to include the function independently of other parts of the app. If you now imagine that existing components still have to be rewritten, you can quickly spend over a month of development time on such a feature. This goes hand in hand with a later launch, possibly broken agreements, more costs and much more.<\/p>\n<p><\/p>\n<p>Now you should consider very well whether you really need this function here and now right now for the first launch of the app or whether the users can live well without it for now and can be happy about an extension of the app later.<\/p>\n<p><\/p>\n<p>The magic word here is MVP (minimal viable product) &#8211; as long as you are not blessed with extensive resources to maintain a team of developers over a long period of time without concerns, but are dependent on income from the project or investors. You should always think about where you can streamline, what features are <strong>really <\/strong>needed at the current time, and what impact a change will have on the course of the project.<\/p>\n<p><\/p>\n<h4><span style=\"color: #663a57;\">Software architecture in focus<\/span><\/h4>\n<p><\/p>\n<p>Software architecture is the point where, in my experience, savings are most likely to be made, and with fatal consequences. I can set up a project sloppily without the user even noticing. That&#8217;s why the same project can be realized for 10.000\u20ac and for 30.000\u20ac and the 30.000\u20ac is not an overpriced price, it&#8217;s just because you take enough time to make it reasonable.<\/p>\n<p><\/p>\n<p>However, since the client cannot see or touch this and this often results in phases in which nothing new that is directly visually recognizable can be presented, savings are often made here. Often because the client simply has no understanding of the consequences and differences, because he lacks the technical know-how. One cannot reproach him for this at all. The result, however, is that serious problems arise at the latest when complex errors occur, new functions are added that were not even considered at the beginning, or changes are made to existing functionalities. You usually can&#8217;t get a handle on them unless you restart the whole project. One could say: Better an end with horror than horror without an end.<\/p>\n<p><\/p>\n<p>However, the client usually makes the decision to patch up the broken sofa for years and keep it together instead of buying a new one. This happens and causes significant financial expenditures that could be more wisely invested, and almost always has a negative impact on the schedule. You become sluggish and expensive. Such projects are commonplace, especially in large corporations.<\/p>\n<p><\/p>\n<p>If you want to learn how to <strong>avoid <\/strong> <strong>catastrophic<\/strong> <strong>mistakes in<\/strong> your IT projects, get our <strong>free<\/strong> whitepaper with <strong>proven best practice solutions <\/strong>. With regular content that makes your <strong>day-to-day project work easier<\/strong>.<\/p>\n<p><\/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-5db316c elementor-widget elementor-widget-template\" data-id=\"5db316c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"section\" data-elementor-id=\"1191\" class=\"elementor elementor-1191 elementor-888\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-86123eb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"86123eb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-d3d9712\" data-id=\"d3d9712\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0d677eb elementor-cta--skin-cover elementor-cta--valign-bottom elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"0d677eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/ailio.de\/wp-content\/uploads\/2020\/07\/DanielBrokmeier.jpg);\" role=\"img\" aria-label=\"DanielBrokmeier\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item elementor-animated-item--enter-from-left\">\n\t\t\t\t\t\tDaniel Brokmeier\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item elementor-animated-item--enter-from-left\">\n\t\t\t\t\t\t<p>Head of New Business Development<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item elementor-animated-item--enter-from-left\">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-xs\" href=\"mailto:dbrokmeier@ailio.de\">\n\t\t\t\t\t\tContact\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-070105b\" data-id=\"070105b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-15aeec3 elementor-widget elementor-widget-text-editor\" data-id=\"15aeec3\" 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>Do you want to work with us to bring the potential in your data to life? Then we should talk!<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb907db elementor-widget__width-inherit elementor-align-justify elementor-tablet-align-center elementor-mobile-align-justify elementor-widget elementor-widget-button\" data-id=\"cb907db\" 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-xs elementor-animation-grow\" href=\"https:\/\/calendly.com\/dbrokmeier\" target=\"_blank\">\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\">Arrange appointment  &gt;<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-32453e9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"32453e9\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-36aca32\" data-id=\"36aca32\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-77c662e elementor-cta--skin-cover elementor-cta--valign-bottom elementor-hidden-tablet elementor-hidden-mobile elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"77c662e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/ailio.de\/wp-content\/uploads\/2022\/06\/data-science-Projekt-starten.png);\" role=\"img\" aria-label=\"data science Projekt starten\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item elementor-animated-item--enter-from-left\">\n\t\t\t\t\t\tUse cases for the application of AI in industry, manufacturing and mechanical engineering\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item elementor-animated-item--enter-from-left\">\n\t\t\t\t\t\t<p>Concrete figures for costs , ROI, scope and duration for the use of AI and data science.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item elementor-animated-item--enter-from-left\">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-xs\" href=\"https:\/\/ailio.de\/#kontakt\">\n\t\t\t\t\t\tDownload\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\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-7081a2e elementor-post-navigation-borders-yes elementor-widget elementor-widget-post-navigation\" data-id=\"7081a2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-navigation.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-post-navigation\" role=\"navigation\" aria-label=\"Post Navigation\">\n\t\t\t<div class=\"elementor-post-navigation__prev elementor-post-navigation__link\">\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-post-navigation__separator-wrapper\">\n\t\t\t\t\t<div class=\"elementor-post-navigation__separator\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-post-navigation__next elementor-post-navigation__link\">\n\t\t\t\t<a href=\"https:\/\/ailio.de\/en\/provocative-marketing-5-examples\/\" rel=\"next\"><span class=\"elementor-post-navigation__link__next\"><span class=\"post-navigation__next--label\">more<\/span><span class=\"post-navigation__next--title\">Provocative marketing &#8211; 5 examples<\/span><\/span><\/a>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-daa1033 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"daa1033\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-dcc603c\" data-id=\"dcc603c\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6e8b71e elementor-posts--align-left elementor-grid-tablet-1 elementor-grid-3 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-posts--show-avatar elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"6e8b71e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;cards_columns_tablet&quot;:&quot;1&quot;,&quot;cards_columns&quot;:&quot;3&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_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-2300 post type-post status-publish format-standard has-post-thumbnail hentry category-azure-en category-data-science-applications\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/ailio.de\/en\/the-achilles-heel-of-rag-systems-how-prompts-are-smuggled-in-and-how-to-protect-yourself\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/security-in-rag-systemen-300x169.png\" class=\"attachment-medium size-medium wp-image-2299\" alt=\"\" srcset=\"https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/security-in-rag-systemen-300x169.png 300w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/security-in-rag-systemen-1024x576.png 1024w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/security-in-rag-systemen-768x432.png 768w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/security-in-rag-systemen-1536x864.png 1536w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/security-in-rag-systemen-2048x1152.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__avatar\">\n\t\t\t<img alt='Aleksander Fegel' src='https:\/\/secure.gravatar.com\/avatar\/e4d2d1345eb759c01f494bfa4e3f34e1b2b0bdcfc6dd43a0241eef44fd5c9309?s=128&#038;d=wp_user_avatar&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/e4d2d1345eb759c01f494bfa4e3f34e1b2b0bdcfc6dd43a0241eef44fd5c9309?s=256&#038;d=wp_user_avatar&#038;r=g 2x' class='avatar avatar-128 photo' height='128' width='128' \/>\t\t<\/div>\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:\/\/ailio.de\/en\/the-achilles-heel-of-rag-systems-how-prompts-are-smuggled-in-and-how-to-protect-yourself\/\" >\n\t\t\t\tThe security Achilles heel of RAG systems: How prompts are smuggled in (and how to protect yourself)\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Retrieval Augmented Generation (RAG) systems are revolutionizing how we interact with information. By combining Large Language Models (LLMs) with external knowledge databases, they provide more<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/ailio.de\/en\/the-achilles-heel-of-rag-systems-how-prompts-are-smuggled-in-and-how-to-protect-yourself\/\" aria-label=\"Read more about The security Achilles heel of RAG systems: How prompts are smuggled in (and how to protect yourself)\" tabindex=\"-1\" >\n\t\t\tread more &gt;\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\tAleksander Fegel\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tMay 6, 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-2296 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science-applications category-databricks-en tag-ai-use-cases-industry tag-artificial-intelligence-manufacturing-examples tag-data-lakehouse-en tag-databricks-en tag-generative-design tag-industrial-ai-en tag-industry-4-0 tag-machine-learning-en tag-predictive-maintenance-en tag-production-optimization tag-quality-control tag-supply-chain-optimization\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/ailio.de\/en\/industrial-ai-the-top-5-ai-use-cases-that-will-revolutionize-your-manufacturing-with-databricks-lakehouse-power\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/industrial-ai-usecases-databricks-300x169.png\" class=\"attachment-medium size-medium wp-image-2295\" alt=\"\" srcset=\"https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/industrial-ai-usecases-databricks-300x169.png 300w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/industrial-ai-usecases-databricks-1024x576.png 1024w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/industrial-ai-usecases-databricks-768x432.png 768w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/industrial-ai-usecases-databricks-1536x864.png 1536w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/05\/industrial-ai-usecases-databricks-2048x1152.png 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__avatar\">\n\t\t\t<img alt='Aleksander Fegel' src='https:\/\/secure.gravatar.com\/avatar\/e4d2d1345eb759c01f494bfa4e3f34e1b2b0bdcfc6dd43a0241eef44fd5c9309?s=128&#038;d=wp_user_avatar&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/e4d2d1345eb759c01f494bfa4e3f34e1b2b0bdcfc6dd43a0241eef44fd5c9309?s=256&#038;d=wp_user_avatar&#038;r=g 2x' class='avatar avatar-128 photo' height='128' width='128' \/>\t\t<\/div>\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:\/\/ailio.de\/en\/industrial-ai-the-top-5-ai-use-cases-that-will-revolutionize-your-manufacturing-with-databricks-lakehouse-power\/\" >\n\t\t\t\tIndustrial AI: The top 5 AI use cases that will revolutionize your manufacturing (with Databricks &amp; Lakehouse Power)\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>The manufacturing industry is on the threshold of a new era &#8211; driven by the power of artificial intelligence (AI) and the concept of Industry<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/ailio.de\/en\/industrial-ai-the-top-5-ai-use-cases-that-will-revolutionize-your-manufacturing-with-databricks-lakehouse-power\/\" aria-label=\"Read more about Industrial AI: The top 5 AI use cases that will revolutionize your manufacturing (with Databricks &amp; Lakehouse Power)\" tabindex=\"-1\" >\n\t\t\tread more &gt;\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\tAleksander Fegel\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tMay 6, 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-2292 post type-post status-publish format-standard has-post-thumbnail hentry category-data-science-applications tag-ai-en tag-artificial-intelligence tag-business-intelligence-en tag-data-analysis tag-decision-making tag-digitization tag-innovation-en tag-machine-learning-explanation tag-predictive-analytics-en tag-reinforcement-learning-en tag-supervised-learning-en tag-what-is-ml\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/ailio.de\/en\/machine-learning-explanation-for-decision-makers-what-your-company-needs-to-know-about-ml\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/ailio.de\/wp-content\/uploads\/2025\/04\/machine-learning-einfach-erklaert-fuer-entscheider-300x169.png\" class=\"attachment-medium size-medium wp-image-2290\" alt=\"\" srcset=\"https:\/\/ailio.de\/wp-content\/uploads\/2025\/04\/machine-learning-einfach-erklaert-fuer-entscheider-300x169.png 300w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/04\/machine-learning-einfach-erklaert-fuer-entscheider-1024x576.png 1024w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/04\/machine-learning-einfach-erklaert-fuer-entscheider-768x432.png 768w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/04\/machine-learning-einfach-erklaert-fuer-entscheider-1536x864.png 1536w, https:\/\/ailio.de\/wp-content\/uploads\/2025\/04\/machine-learning-einfach-erklaert-fuer-entscheider.png 1960w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__avatar\">\n\t\t\t<img alt='Aleksander Fegel' src='https:\/\/secure.gravatar.com\/avatar\/e4d2d1345eb759c01f494bfa4e3f34e1b2b0bdcfc6dd43a0241eef44fd5c9309?s=128&#038;d=wp_user_avatar&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/e4d2d1345eb759c01f494bfa4e3f34e1b2b0bdcfc6dd43a0241eef44fd5c9309?s=256&#038;d=wp_user_avatar&#038;r=g 2x' class='avatar avatar-128 photo' height='128' width='128' \/>\t\t<\/div>\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:\/\/ailio.de\/en\/machine-learning-explanation-for-decision-makers-what-your-company-needs-to-know-about-ml\/\" >\n\t\t\t\tMachine learning explanation for decision-makers: What your company needs to know about ML\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 (AI) and machine learning (ML) are on everyone&#8217;s lips. They promise to revolutionize industries, optimize processes and create completely new business opportunities. But<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/ailio.de\/en\/machine-learning-explanation-for-decision-makers-what-your-company-needs-to-know-about-ml\/\" aria-label=\"Read more about Machine learning explanation for decision-makers: What your company needs to know about ML\" tabindex=\"-1\" >\n\t\t\tread more &gt;\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\tAleksander Fegel\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tApril 17, 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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1075a6f8 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" 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href=\"http:\/\/Datenschutzerkl\u00e4rung\" class=\"elementor-item\" tabindex=\"-1\">Data Privacy<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/footer>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Avoiding mistakes through constructive change management Another important point in the implementation of IT projects is the handling of change requests during the ongoing project phase. In recent years, I have not seen a project where the project owner did not completely remove or significantly adjust requirements that had been discussed multiple times. Depending on [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":948,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_canvas","format":"standard","meta":{"footnotes":""},"categories":[34],"tags":[91],"class_list":["post-1087","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-theme-1","tag-ailio"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Change Management - The 5 biggest mistakes in IT projects and how decision makers can avoid them - Ailio<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ailio.de\/en\/change-management-the-5-biggest-mistakes-in-it-projects-and-how-decision-makers-can-avoid-them\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Change Management - The 5 biggest mistakes in IT projects and how decision makers can avoid them - Ailio\" \/>\n<meta property=\"og:description\" content=\"Avoiding mistakes through constructive change management Another important point in the implementation of IT projects is the handling of change requests during the ongoing project phase. In recent years, I have not seen a project where the project owner did not completely remove or significantly adjust requirements that had been discussed multiple times. 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