{"id":14575,"date":"2024-05-27T08:44:04","date_gmt":"2024-05-27T07:44:04","guid":{"rendered":"http:\/\/wdekvym.cluster100.hosting.ovh.net\/?p=14575"},"modified":"2025-09-05T16:19:39","modified_gmt":"2025-09-05T15:19:39","slug":"revolutionary-development-how-ai-is-changing-software-test-automation","status":"publish","type":"post","link":"https:\/\/www.thinktank.de\/en\/magazin-en\/revolutionary-development-how-ai-is-changing-software-test-automation\/","title":{"rendered":"Revolutionary development: How AI is changing software test automation"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"14575\" class=\"elementor elementor-14575 elementor-14562\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ce83ac1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ce83ac1\" 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-68058798\" data-id=\"68058798\" 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-2e829e07 elementor-widget elementor-widget-breadcrumb\" data-id=\"2e829e07\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumb.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n            <div class=\"breadcrumb-container\">\n                <ul class=\"breadcrumb\">\n                                    <\/ul>\n            <\/div>\n\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-3f1930e3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3f1930e3\" 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-37f538eb\" data-id=\"37f538eb\" 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-74b73e8f elementor-widget elementor-widget-tt-buttons\" data-id=\"74b73e8f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tt-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"text-align left\">\n\t\t                <a href=\"\/en\/magazine\/\"  class=\"btn btn-back\">\n            All articles            <\/a>\n            \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-67ed05af elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"67ed05af\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3e75e531\" data-id=\"3e75e531\" 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-63ab54b elementor-widget elementor-widget-heading\" data-id=\"63ab54b\" 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\">Revolutionary development: How AI is changing software test automation<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-337d69b7 elementor-widget elementor-widget-image\" data-id=\"337d69b7\" 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=\"1200\" height=\"673\" src=\"https:\/\/www.thinktank.de\/wp-content\/uploads\/2024\/05\/KI-in-Testautomatisierung.webp\" class=\"attachment-full size-full wp-image-14565\" alt=\"\" srcset=\"https:\/\/www.thinktank.de\/wp-content\/uploads\/2024\/05\/KI-in-Testautomatisierung.webp 1200w, https:\/\/www.thinktank.de\/wp-content\/uploads\/2024\/05\/KI-in-Testautomatisierung-300x168.webp 300w, https:\/\/www.thinktank.de\/wp-content\/uploads\/2024\/05\/KI-in-Testautomatisierung-1024x574.webp 1024w, https:\/\/www.thinktank.de\/wp-content\/uploads\/2024\/05\/KI-in-Testautomatisierung-768x431.webp 768w, https:\/\/www.thinktank.de\/wp-content\/uploads\/2024\/05\/KI-in-Testautomatisierung-520x292.webp 520w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\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-24a4fc0d elementor-widget elementor-widget-metadata\" data-id=\"24a4fc0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"metadata.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t            <div class=\"tt-metadata\">\r\n\t\t\t\t<span>27\/05\/24<\/span>\r\n\t\t\t\t<span>Alexander Vocelka<\/span>\r\n\t\t\t\t<i class=\"icon icon-clock\"><\/i>\r\n\t\t\t\t<span>Reading time 3 min.<\/span>\r\n            <\/div>\r\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-14a471ce elementor-widget elementor-widget-theme-post-excerpt\" data-id=\"14a471ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-excerpt.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\tArtificial intelligence (AI) is influencing and enriching our daily working lives in many areas. Software testing is also being revolutionised by AI.\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a5190a6 elementor-widget elementor-widget-text-editor\" data-id=\"2a5190a6\" 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 exponential development of software also leads to an exponential increase in complexity and costs. This can be impressively observed in the development of video games. While the development costs for GTA 5 (2013) amounted to 200 million dollars, the costs for GTA 6 (2025) have already risen to over 2 billion dollars. Obviously Moore&#8217;s Law also applies here, but in terms of costs: a doubling roughly every two years!<\/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-4e02640 elementor-widget elementor-widget-text-editor\" data-id=\"4e02640\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>One of the main cost drivers is quality. Software quality is largely dependent on a good test system, which is why professional manufacturers have been setting up highly automated test factories for years.<\/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-3ea8dfc elementor-widget elementor-widget-heading\" data-id=\"3ea8dfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The next revolutionary step: AI-supported test methods and software<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd241da elementor-widget elementor-widget-text-editor\" data-id=\"fd241da\" 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>Thanks to artificial intelligence (AI), the next revolutionary step is now imminent: autonomous, AI-driven test methods and software. AI can recognise patterns in large amounts of data and automatically generate and optimise test cases from these findings, which significantly increases efficiency and accuracy. Another area of application is automatic error detection: AI systems can recognise and identify anomalies and errors that human testers can overlook. This leads to faster and more precise troubleshooting.<\/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-c51327d elementor-widget elementor-widget-heading\" data-id=\"c51327d\" 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 than just detection: optimization and troubleshooting with AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5db4eb47 elementor-widget elementor-widget-text-editor\" data-id=\"5db4eb47\" 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>However, AI test software goes beyond mere error detection. It actively helps to eliminate vulnerabilities and optimises the code through direct interventions. AI-supported test automation tools can also simulate user behaviour in order to test user-friendliness and performance under realistic conditions. Machine learning allows these systems to continuously learn and improve their testing strategies, resulting in increasingly accurate and comprehensive test coverage.<\/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-dd62c5c elementor-widget elementor-widget-heading\" data-id=\"dd62c5c\" 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\">Simplified creation and maintenance of test scripts<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-660ce170 elementor-widget elementor-widget-text-editor\" data-id=\"660ce170\" 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 creation and maintenance of test scripts is also made easier by the use of AI, as intelligent algorithms can automatically make adjustments when the application changes. AI-based test software also supports performance tuning and improves documentation through professional test methods.<\/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-5d87db45 elementor-widget elementor-widget-heading\" data-id=\"5d87db45\" 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\">Deeper insights through AI-supported analysis<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43f5f235 elementor-widget elementor-widget-text-editor\" data-id=\"43f5f235\" 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\tIn addition, the AI-supported analysis of test data and test results enables deeper insights into vulnerabilities, especially with regard to penetration risks. AI test methods help to visualise test cases and determine the delta of GUI tests. This enables targeted prioritisation and efficient use of resources. \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-026b111 elementor-widget elementor-widget-heading\" data-id=\"026b111\" 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\">An evolutionary step for software development<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e1f4db0 elementor-widget elementor-widget-text-editor\" data-id=\"e1f4db0\" 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 in software test automation is a logical evolutionary step and will be indispensable for professional software development in just a few years. This applies not only to large software houses, but also to small companies and software projects. AI has the wonderful characteristic that it hardly needs any economies of scale to be profitable.<\/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-4768032 elementor-widget elementor-widget-heading\" data-id=\"4768032\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The need for quality assurance<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6df508a2 elementor-widget elementor-widget-text-editor\" data-id=\"6df508a2\" 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>Software projects often neglect the aspect of testing. However, this is urgently required for quality assurance. AI offers numerous possibilities for this.<\/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-c0d2fd0 elementor-widget elementor-widget-heading\" data-id=\"c0d2fd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The future: convergence of AI-based code development and testing<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-448b68a4 elementor-widget elementor-widget-text-editor\" data-id=\"448b68a4\" 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>A look into the future shows that AI-based code development and AI-based testing will converge, potentially reducing the number of coders required. Especially in areas where low-code or no-code methods are used, AI testing software will be indispensable. The designer of the software themselves will no longer be able to test their product and will be reliant on independent AI testing software, which should be built into the no\/low-code tools.<\/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-5c9bd56 elementor-widget elementor-widget-heading\" data-id=\"5c9bd56\" 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\">Governance and Compliance<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c592708 elementor-widget elementor-widget-text-editor\" data-id=\"c592708\" 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>This development requires additional governance to ensure that the software meets a company&#8217;s general compliance rules and legal requirements, which are also growing exponentially. In addition, the independence of AI developers and AI testers must be guaranteed to avoid conflicts of interest.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-d222748 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d222748\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2e8dbca8\" data-id=\"2e8dbca8\" 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-6fa33be7 elementor-widget elementor-widget-tt-cta-button\" data-id=\"6fa33be7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tt-cta-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<a href=\"\/en\/contact\/\" target=\"_blank\" class=\"btn-cta\">\n\t\t\t\t<i class=\"icon icon-newsletter\"><\/i>\n\t\t\t\t<span class=\"button-text\"><p>Want to know more?<\/p><p><span style=\"text-decoration: underline;\">Contact<\/span> us.<\/p><\/span>\n\t\t\t<\/a>\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-7fc81a6e\" data-id=\"7fc81a6e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3adc5fe1\" data-id=\"3adc5fe1\" 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-7a72a28c elementor-widget elementor-widget-table-of-contents\" data-id=\"7a72a28c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;exclude_headings_by_selector&quot;:[],&quot;marker_view&quot;:&quot;bullets&quot;,&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;,&quot;h4&quot;],&quot;no_headings_message&quot;:&quot;No headings were found on this page.&quot;,&quot;icon&quot;:{&quot;value&quot;:&quot;fas fa-circle&quot;,&quot;library&quot;:&quot;fa-solid&quot;,&quot;rendered_tag&quot;:&quot;&lt;svg class=\\&quot;e-font-icon-svg e-fas-circle\\&quot; 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