{"id":211150,"date":"2026-07-09T06:23:23","date_gmt":"2026-07-09T06:23:23","guid":{"rendered":"https:\/\/10pearls.com\/uk\/?p=211150"},"modified":"2026-09-10T11:35:47","modified_gmt":"2026-09-10T11:35:47","slug":"ai-powered-qa-human-judgement","status":"publish","type":"post","link":"https:\/\/10pearls.com\/uk\/blog\/ai-powered-qa-human-judgement\/","title":{"rendered":"Why AI-Powered QA Still Needs Human Judgement"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"211150\" class=\"elementor elementor-211150\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-45b9f7f8 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"45b9f7f8\" 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-54cd9ac7\" data-id=\"54cd9ac7\" 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-4999daf6 sec-title elementor-widget elementor-widget-heading\" data-id=\"4999daf6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Why AI-Powered QA Still Needs Human Judgement\u00a0<\/h1>\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-24154ba8 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"24154ba8\" 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-564e09d\" data-id=\"564e09d\" 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-5e2f2b62 elementor-position-left author-small elementor-vertical-align-middle elementor-widget__width-initial elementor-widget elementor-widget-image-box\" data-id=\"5e2f2b62\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"81\" height=\"81\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/09\/10p-circle-logo-3.svg\" class=\"attachment-full size-full wp-image-218250\" alt=\"\" loading=\"lazy\" \/><\/figure><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-title\">By 10Pearls editorial team<\/p><p class=\"elementor-image-box-description\">A global team of technologists, strategists, and creatives dedicated to delivering the forefront of innovation. Stay informed with our latest updates and trends \nin artificial intelligence, advanced technology, healthcare, fintech, and beyond. Discover insightful perspectives that shape the future of industries worldwide.<\/p><\/div><\/div>\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<div class=\"elementor-element elementor-element-221efb11 no-margin-inner e-flex e-con-boxed e-con e-parent\" data-id=\"221efb11\" 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-5e602117 e-con-full e-flex e-con e-child\" data-id=\"5e602117\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-59ef66c9 elementor-widget elementor-widget-text-editor\" data-id=\"59ef66c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Artificial intelligence is accelerating software development at a pace few technologies have matched. Developers are using AI tools to generate code, build features, and move from idea to deployment faster than ever before. <span class=\"TextRun Highlight SCXW241277377 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW241277377 BCX0\">And this \u201cacceleration\u201d\u00a0<\/span><span class=\"NormalTextRun SCXW241277377 BCX0\">isn\u2019t<\/span><span class=\"NormalTextRun SCXW241277377 BCX0\">\u00a0limited to\u00a0<\/span><\/span><a class=\"Hyperlink SCXW241277377 BCX0\" href=\"\/blog\/top-ai-software-development-companies\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Highlight Underlined SCXW241277377 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW241277377 BCX0\" data-ccp-charstyle=\"Hyperlink\">AI software companies<\/span><\/span><\/a><span class=\"TextRun Highlight SCXW241277377 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW241277377 BCX0\">\u00a0with mature capabilities.<\/span><\/span> But faster development introduces a new challenge: quality assurance teams must validate more software, more frequently, without compromising reliability or security.<\/p><p>The good news is that AI is not only increasing the volume of code produced but also giving QA teams new ways to keep pace.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5c224bf5 e-con-full e-flex e-con e-child\" data-id=\"5c224bf5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6aa51f74 elementor-widget elementor-widget-image\" data-id=\"6aa51f74\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"599\" height=\"515\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/09\/Why-AI-Powered-QA-Thumbnail.webp\" class=\"attachment-large size-large wp-image-218282\" alt=\"\" srcset=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/09\/Why-AI-Powered-QA-Thumbnail.webp 599w, https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/09\/Why-AI-Powered-QA-Thumbnail-300x258.webp 300w\" sizes=\"auto, (max-width: 599px) 100vw, 599px\" 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-67947596 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"67947596\" 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-96e900b\" data-id=\"96e900b\" 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-7ef52520 blog-menu-hd elementor-widget elementor-widget-text-editor\" data-id=\"7ef52520\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"blog-menu-hd\"><b>Blog contents<\/b><\/p>\n\n<ul id=\"homeAnchorMenu2\" class=\"blog-menu\">\n \t<li><a data-target=\"#01\">QA teams are using AI to keep pace<\/a><\/li>\n \t<li><a data-target=\"#02\">AI tools don\u2019t engineer quality on their own<\/a><\/li>\n \t<li><a data-target=\"#03\">Where AI is helping QA teams test smarter<\/a>\n<ul>\n \t<li><a data-target=\"#04\">Turning requirements into test cases<\/a><\/li>\n \t<li><a data-target=\"#05\">Reducing test automation maintenance<\/a><\/li>\n \t<li><a data-target=\"#06\">Finding risk earlier<\/a><\/li>\n \t<li><a data-target=\"#07\">Strengthening security testing<\/a><\/li>\n<\/ul>\n<\/li>\n \t<li><a data-target=\"#08\">The future of QA is AI-augmented &amp; human-led<\/a><\/li>\n \t<li><a data-target=\"#09\">Modernize quality engineering with 10Pearls<\/a><\/li>\n<\/ul>\t\t\t\t\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<div class=\"elementor-element elementor-element-2e7d60bb e-flex e-con-boxed e-con e-parent\" data-id=\"2e7d60bb\" 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-4816573 elementor-widget elementor-widget-video\" data-id=\"4816573\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/shorts\\\/ZiS8fHHwHvk&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\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-2e40941d e-con-full e-flex e-con e-parent\" data-id=\"2e40941d\" data-element_type=\"container\" data-e-type=\"container\" id=\"01\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1566511b location-heading elementor-widget elementor-widget-heading\" data-id=\"1566511b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">QA teams are using AI to keep pace\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-565e6d86 elementor-widget elementor-widget-text-editor\" data-id=\"565e6d86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI adoption in <a href=\"https:\/\/staging.10pearls.com\/quality-assurance-qa\/\">software quality assurance services<\/a> is already underway <span class=\"TextRun Highlight SCXW122462036 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW122462036 BCX0\">and\u00a0<\/span><span class=\"NormalTextRun SCXW122462036 BCX0\">it\u2019s<\/span><span class=\"NormalTextRun SCXW122462036 BCX0\">\u00a0no longer something you might only\u00a0<\/span><span class=\"NormalTextRun SCXW122462036 BCX0\">see in<\/span><span class=\"NormalTextRun SCXW122462036 BCX0\">\u00a0an\u00a0<\/span><\/span><a class=\"Hyperlink SCXW122462036 BCX0\" href=\"\/artificial-intelligence\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Highlight Underlined SCXW122462036 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW122462036 BCX0\" data-ccp-charstyle=\"Hyperlink\">AI software development company<\/span><\/span><\/a><span class=\"TextRun Highlight SCXW122462036 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW122462036 BCX0\">.<\/span><\/span> According to <span style=\"text-decoration: underline;\"><a href=\"https:\/\/www.applause.com\/press-release\/2025-state-of-digital-quality-functional-testing\/\" target=\"_blank\" rel=\"noopener nofollow\">Applause&#8217;s<\/a> <\/span>State of Digital Quality: Functional Testing report, 60% of organizations are now using AI somewhere in their testing process, with teams applying AI to activities such as test case generation, test automation, and test analysis.<\/p><p>This shift represents an important change in how organizations should think about QA. AI is not a replacement for quality engineers. It is an opportunity to elevate QA from a testing function focused on execution to a strategic discipline focused on improving software quality across the development lifecycle.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-393e0d82 e-con-full e-flex e-con e-parent\" data-id=\"393e0d82\" data-element_type=\"container\" data-e-type=\"container\" id=\"02\">\n\t\t\t\t<div class=\"elementor-element elementor-element-706fd8c4 location-heading elementor-widget elementor-widget-heading\" data-id=\"706fd8c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI tools\u00a0don\u2019t\u00a0engineer quality on their own\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3fec8196 elementor-widget elementor-widget-text-editor\" data-id=\"3fec8196\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Adopting AI tools alone will not transform QA. The organizations that gain the most value from AI are not simply those with access to the latest technology; they are the ones that rethink their processes around it. AI should be integrated into a broader quality engineering strategy that includes clear testing objectives, strong governance, human oversight, and continuous improvement. <span class=\"TextRun Highlight SCXW148687519 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW148687519 BCX0\">This is where\u00a0<\/span><\/span><a class=\"Hyperlink SCXW148687519 BCX0\" href=\"\/artificial-intelligence\/ai-integration-services\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Highlight Underlined SCXW148687519 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW148687519 BCX0\" data-ccp-charstyle=\"Hyperlink\">AI integration services<\/span><\/span><\/a><span class=\"TextRun Highlight SCXW148687519 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW148687519 BCX0\">\u00a0from an engineering partner with extensive quality engineering experience can make a significant difference.<\/span><\/span><\/p><p>A generated test case still needs validation. A flagged vulnerability still requires expert review. An automated test result still needs business context. AI amplifies the effectiveness of a well-designed QA process. It does not replace one.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-550cde00 e-con-full e-flex e-con e-parent\" data-id=\"550cde00\" data-element_type=\"container\" data-e-type=\"container\" id=\"03\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5abd83ac location-heading elementor-widget elementor-widget-heading\" data-id=\"5abd83ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Where\u00a0AI is helping QA teams test smarter\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69b1f30d elementor-widget elementor-widget-text-editor\" data-id=\"69b1f30d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>When applied within the right process, AI can help QA teams improve speed, expand coverage, and focus human expertise on the areas where quality risk is highest.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f07d4fd e-con-full e-flex e-con e-parent\" data-id=\"6f07d4fd\" data-element_type=\"container\" data-e-type=\"container\" id=\"04\">\n\t\t\t\t<div class=\"elementor-element elementor-element-181754f9 location-heading elementor-widget elementor-widget-heading\" data-id=\"181754f9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Turning\u00a0requirements\u00a0into test cases\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c5a7d6c elementor-widget elementor-widget-text-editor\" data-id=\"6c5a7d6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>One of the most impactful applications of AI in QA is <a class=\"Hyperlink SCXW194201313 BCX0\" href=\"\/blog\/gen-ai-is-transforming-software-qa\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Highlight Underlined SCXW194201313 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW194201313 BCX0\" data-ccp-charstyle=\"Hyperlink\">intelligent test case generation<\/span><\/span><\/a><span class=\"TextRun Highlight SCXW194201313 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW194201313 BCX0\">.<\/span><\/span>. Historically, creating comprehensive test scenarios required QA professionals to manually interpret requirements, identify possible user behaviors, and document expected outcomes. AI can now analyze natural language requirements, user stories, and acceptance criteria to generate initial test scenarios, including functional, negative, and edge-case tests.<\/p><div><p>This does not eliminate the need for QA expertise. Instead, it allows teams to move faster by reducing repetitive work and giving engineers more time to focus on complex scenarios, business logic, and user experience.<\/p><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-191f6eb4 e-con-full e-flex e-con e-parent\" data-id=\"191f6eb4\" data-element_type=\"container\" data-e-type=\"container\" id=\"05\">\n\t\t\t\t<div class=\"elementor-element elementor-element-54b706fa location-heading elementor-widget elementor-widget-heading\" data-id=\"54b706fa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Reducing test automation maintenance\u00a0\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-715e1350 elementor-widget elementor-widget-text-editor\" data-id=\"715e1350\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Test automation has always been essential for accelerating software delivery, but maintaining automation at scale can be time consuming. Even small changes to interfaces, workflows, or application components can cause automated tests to fail, creating additional maintenance work for QA teams. AI-powered self-healing automation addresses this challenge by detecting minor changes and adapting test scripts as needed. This reduces unnecessary failures, improves test reliability, and allows teams to spend more time improving quality rather than maintaining existing automation. <span class=\"TextRun Highlight SCXW31763362 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW31763362 BCX0\">The next frontier is agentic testing,<\/span><span class=\"NormalTextRun SCXW31763362 BCX0\">\u00a0an<\/span><span class=\"NormalTextRun SCXW31763362 BCX0\">d as a mature<\/span><span class=\"NormalTextRun SCXW31763362 BCX0\">\u00a0<\/span><\/span><a class=\"Hyperlink SCXW31763362 BCX0\" href=\"\/artificial-intelligence\/agentic-ai-development-services\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Highlight Underlined SCXW31763362 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW31763362 BCX0\" data-ccp-charstyle=\"Hyperlink\">agentic AI development company<\/span><span class=\"NormalTextRun SCXW31763362 BCX0\" data-ccp-charstyle=\"Hyperlink\">,<\/span><\/span><\/a><span class=\"TextRun Highlight SCXW31763362 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW31763362 BCX0\">\u00a010Pearls\u00a0<\/span><span class=\"NormalTextRun SCXW31763362 BCX0\">already have<\/span><span class=\"NormalTextRun SCXW31763362 BCX0\">\u00a0started deploying agentic systems for testing in live production environments.<\/span><\/span><span class=\"TextRun SCXW31763362 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW31763362 BCX0\">\u00a0<\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-20c8ccba e-con-full e-flex e-con e-parent\" data-id=\"20c8ccba\" data-element_type=\"container\" data-e-type=\"container\" id=\"06\">\n\t\t\t\t<div class=\"elementor-element elementor-element-453fc3a0 location-heading elementor-widget elementor-widget-heading\" data-id=\"453fc3a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Finding\u00a0risk earlier\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e757cd3 elementor-widget elementor-widget-text-editor\" data-id=\"3e757cd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The most effective QA teams are moving beyond simply finding defects after they occur. They are using AI to identify where defects are most likely to happen. By analyzing factors such as code changes, defect history, application complexity, and development patterns, AI can highlight areas that may require deeper testing or security review. This enables a more proactive approach to quality, one where teams prioritize risk instead of applying the same level of testing everywhere.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-40437894 e-con-full e-flex e-con e-parent\" data-id=\"40437894\" data-element_type=\"container\" data-e-type=\"container\" id=\"07\">\n\t\t\t\t<div class=\"elementor-element elementor-element-23c579ec location-heading elementor-widget elementor-widget-heading\" data-id=\"23c579ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Strengthening\u00a0security testing\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2820d77b elementor-widget elementor-widget-text-editor\" data-id=\"2820d77b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI&#8217;s role in quality is also expanding into software security. Advanced AI models are helping organizations analyze code, identify vulnerabilities, and surface potential risks earlier in the development process. For example, Anthropic\u2019s Project Glasswing gives selected partners access to Claude Mythos Preview to support vulnerability discovery, black-box testing, endpoint security, and penetration testing across critical software systems.<\/p><p>However, the value of these tools depends on how effectively organizations integrate them into their security and quality processes. AI can identify potential issues, but experienced engineers are still needed to validate findings, understand business impact, and determine the appropriate response. <span class=\"TextRun Highlight SCXW141825008 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW141825008 BCX0\">We can infer a market trend here, that\u00a0<\/span><\/span><a class=\"Hyperlink SCXW141825008 BCX0\" href=\"\/artificial-intelligence\/ai-development-services\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Highlight Underlined SCXW141825008 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW141825008 BCX0\" data-ccp-charstyle=\"Hyperlink\">AI development services<\/span><\/span><\/a><span class=\"TextRun Highlight SCXW141825008 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW141825008 BCX0\">\u00a0backed by strong QA experience and\u00a0<\/span><span class=\"NormalTextRun SCXW141825008 BCX0\">expertise<\/span><span class=\"NormalTextRun SCXW141825008 BCX0\">\u00a0may gain traction\u00a0<\/span><span class=\"NormalTextRun SCXW141825008 BCX0\">with companies aiming to overhaul their entire software delivery pipeline with AI.<\/span><\/span><span class=\"TextRun SCXW141825008 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW141825008 BCX0\">\u00a0<\/span><\/span><span class=\"EOP SCXW141825008 BCX0\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7578115e e-con-full e-flex e-con e-parent\" data-id=\"7578115e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e5a80ab location-heading elementor-widget elementor-widget-heading\" data-id=\"7e5a80ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">QA is becoming more strategic\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-118c4a07 elementor-widget elementor-widget-text-editor\" data-id=\"118c4a07\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>As AI handles more repetitive testing tasks, QA professionals have the opportunity to take on a more strategic role. The forthcoming QA engineer will spend less time maintaining scripts and more time:<\/p><ul><li>Designing intelligent testing strategies<\/li><li>Evaluating complex business scenarios<\/li><li>Validating AI-generated outputs<\/li><li>Improving software reliability and user experience<\/li><li>Identifying risks earlier in the development lifecycle<\/li><\/ul><p>AI is shifting QA from task execution to quality leadership. As routine testing activities become more AI-assisted, quality engineers can focus on the decisions AI cannot make on its own: which risks matter most, where deeper testing is needed, and how quality should be built into the development lifecycle.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1a470b16 e-con-full e-flex e-con e-parent\" data-id=\"1a470b16\" data-element_type=\"container\" data-e-type=\"container\" id=\"08\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e0b692c location-heading elementor-widget elementor-widget-heading\" data-id=\"4e0b692c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The\u00a0future of QA is AI-augmented\u00a0&amp; human-led\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30206522 elementor-widget elementor-widget-text-editor\" data-id=\"30206522\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI can help teams generate test cases, maintain automation, and surface risks earlier in the development process. But it still takes experienced QA professionals to decide what matters, validate what AI produces, and engineer quality into the software development lifecycle. The organizations that gain the most value from AI will be those that pair intelligent testing tools with human expertise, disciplined processes, and a clear understanding of business risk.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-504f9e9b e-flex e-con-boxed e-con e-parent\" data-id=\"504f9e9b\" data-element_type=\"container\" data-e-type=\"container\" id=\"09\" 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-6f91c4ee e-con-full e-flex e-con e-child\" data-id=\"6f91c4ee\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6c9860e5 e-con-full e-flex e-con e-child\" data-id=\"6c9860e5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ce178db e-con-full e-flex e-con e-child\" data-id=\"ce178db\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-619a0cd0 outsource-title elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"619a0cd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Modernize quality engineering with 10Pearls\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-68efb6ed e-con-full e-flex e-con e-child\" data-id=\"68efb6ed\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7eb9a908 elementor-widget elementor-widget-text-editor\" data-id=\"7eb9a908\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI is changing how software is built and how it should be tested. At 10Pearls, we help organizations evolve their quality engineering practices to keep pace with AI-driven development. By combining intelligent automation, AI-assisted testing, security testing, performance engineering, and continuous quality practices, we help clients accelerate delivery without compromising reliability, security, or user experience.<\/p><div><p>Whether you&#8217;re modernizing legacy QA processes or building an AI-first testing strategy, our teams work alongside yours to engineer quality throughout the software development lifecycle.<\/p><\/div>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-42f58139 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"42f58139\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div 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elementor-element-7e836edf elementor-widget elementor-widget-heading\" data-id=\"7e836edf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Related articles<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4fd7e37b elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"4fd7e37b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-55f3b726\" data-id=\"55f3b726\" 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-7568bc elementor-widget elementor-widget-shortcode\" data-id=\"7568bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n    <div class=\"insights-section\">\n        <div class=\"swiper-outer-container casestudiesbox\">\n            <div class=\"swiper casestudiesbox-wrapper\">\n                <div class=\"swiper-wrapper\">\n\n                            <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/07\/ai-software-testing-companies-blog-thumb-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"Top AI-Powered Software Testing Companies\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Top AI-Powered Software Testing Companies<\/p>\n                            <p class=\"p\">Compare the top AI-powered software testing services and learn how automation, self-healing tests, and AI-augmented QA de-risk enterprise releases.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/top-software-testing-companies\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/07\/corporate-ai-featured.webp\"\n                         class=\"front\"\n                         alt=\"Corporate AI Implementation Failure &#8211; Role of Leadership\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Corporate AI Implementation Failure &#8211; Role of Leadership<\/p>\n                            <p class=\"p\">Most enterprises now share the same models and tools, so why does AI still fail? The gap is leadership: prioritization, ownership, and governance, not better technology.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/ai-fails-because-of-leadership-not-technology\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/06\/in-house-vs-outsourcing-blog-featured-image-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"In-House vs Outsource Mobile App Development: What&#8217;s Best?\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Mobile app development<\/p>\n                            <hr>\n                            <p class=\"h5\">In-House vs Outsource Mobile App Development: What&#8217;s Best?<\/p>\n                            <p class=\"p\">Every mobile app starts with one decision: build in-house or outsource. We break down the real costs, tradeoffs, and the questions that determine which model is right for you.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/inhouse-vs-outsource-mobile-app-development\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/06\/outome-based-pricing-blog-thumbnail.webp\"\n                         class=\"front\"\n                         alt=\"Outcome Based Pricing in Digital Engineering\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">Outcome Based Pricing in Digital Engineering<\/p>\n                            <p class=\"p\">AI is making outcome-based pricing more viable, but success still depends on clear metrics, shared accountability, and disciplined execution.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/outcome-based-pricing-is-reshaping-digital-engineering\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/06\/Main-3-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"The Hidden Risk Behind AI-Powered Software Development\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">AI\/ML<\/p>\n                            <hr>\n                            <p class=\"h5\">The Hidden Risk Behind AI-Powered Software Development<\/p>\n                            <p class=\"p\">AI coding tools are accelerating development, but code review, governance, and quality assurance aren&#039;t keeping pace. Learn how enterprises can scale AI development responsibly.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/hidden-risk-ai-powered-software-development\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2025\/07\/Top.webp\"\n                         class=\"front\"\n                         alt=\"Top Software Development Companies\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">Top Software Development Companies<\/p>\n                            <p class=\"p\">This article compares the top 10 software development companies for 2026. The rankings are based on the average review rating on Clutch<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/top-custom-software-development-companies\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/04\/software-developer-challenges-featured.webp\"\n                         class=\"front\"\n                         alt=\"Software Development Challenges and Solutions for Modern Enterprises\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">Software Development Challenges and Solutions for Modern Enterprises<\/p>\n                            <p class=\"p\">Discover the top software development challenges enterprises face, legacy systems, security, talent shortages, and proven solutions to overcome them.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/software-development-challenges-solutions\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/03\/Thumbnsil-1024x1024.webp\"\n                         class=\"front\"\n                         alt=\"How AI is transforming Agile in 2026\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">How AI is transforming Agile in 2026<\/p>\n                            <p class=\"p\">Modern Agile evolves with AI, cloud, and governance, reshaping team workflows and delivery for scalable, secure enterprise software in 2026.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/agile-software-development\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2026\/01\/top-software-development-technologies-feature-image.webp\"\n                         class=\"front\"\n                         alt=\"Explore the tech driving software development innovation\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">Explore the tech driving software development innovation<\/p>\n                            <p class=\"p\">Our top software development technologies in 2026 overview covers AI tools, low code &amp; cloud development tools, programming languages, and databases.<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/top-software-development-technologies\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <div class=\"swiper-slide\">\n            <div class=\"sa_hover_container\">\n                <div class=\"column\">\n                    <img decoding=\"async\" src=\"https:\/\/10pearls.com\/uk\/wp-content\/uploads\/2024\/05\/top_industries_driving_main_blog.webp\"\n                         class=\"front\"\n                         alt=\"Top sectors using custom software in Saudi Arabia\">\n                    <div class=\"text-wrap\">\n                        <div>\n                            <p class=\"h3\">Software development<\/p>\n                            <hr>\n                            <p class=\"h5\">Top sectors using custom software in Saudi Arabia<\/p>\n                            <p class=\"p\">Saudi Arabia is quickly shifting away from an oil-based economy for the first time in approximately 8 decades. As Saudi Arabia diversifies, the need for adaptable, sector-specific digital solutions is driving a rise in custom...<\/p>\n                        <\/div>\n                        <div class=\"self-align-end d-flex justify-content-end\">\n                            <a class=\"readmore-anchor\"\n                               href=\"https:\/\/10pearls.com\/uk\/blog\/top-sectors-using-custom-software-saudi-arabia\/\"\n                               target=\"_blank\">Read More<\/a>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n        \n                <\/div>\n\n                <div class=\"swiper-pagination\"><\/div>\n                <div class=\"swiper-button-next\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"14\" height=\"24\" viewBox=\"0 0 14 24\" fill=\"none\">\n                        <path d=\"M2 2L12 12L2 22\" stroke=\"black\" stroke-width=\"3\" 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.casestudiesbox .swiper-button-prev::after {\n        display: none;\n    }\n\n    \/* \u2500\u2500 Responsive \u2500\u2500 *\/\n    @media (max-width: 1380px) {\n        .insights-section .casestudiesbox .swiper-button-next,\n        .insights-section .casestudiesbox .swiper-button-prev {\n            display: none;\n        }\n    }\n\n    @media (max-width: 992px) {\n        .insights-section .casestudiesbox .column {\n            max-width: 94%;\n            margin: 30px auto;\n        }\n    }\n\n    @media (max-width: 768px) {\n        .insights-section .casestudiesbox .column {\n            max-width: 400px;\n            margin: 30px auto;\n            height: 500px !important;\n        }\n\n        .insights-section .casestudiesbox .text-wrap {\n            padding: 5px 15px;\n        }\n    }\n    <\/style>\n\n    <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d281b9c elementor-align-center indigo-btn indigo-btn--deep elementor-widget elementor-widget-button\" data-id=\"4d281b9c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/news-insights\/\" 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\">View all<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>AI is helping QA teams move faster, generating test cases, healing broken automation, and flagging risk before it becomes a problem. But faster testing isn&#8217;t the same as safer testing. Here&#8217;s why quality engineering still needs experienced human judgement at the center of every AI-assisted decision.<\/p>\n","protected":false},"author":76,"featured_media":211212,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[49],"tags":[4585,4632],"class_list":["post-211150","post","type-post","status-publish","format-standard","has-post-thumbnail","category-blog","tag-ai-and-ml","tag-quality-assurance"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.5 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Why AI-Powered QA Still Needs Human Judgement<\/title>\n<meta name=\"description\" content=\"AI is helping QA teams generate test cases, heal automation, and catch risk earlier. See why quality engineering still depends on human judgement\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/10pearls.com\/uk\/blog\/ai-powered-qa-human-judgement\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"website\" \/>\n<meta property=\"og:title\" content=\"Why AI-Powered QA Still Needs Human Judgement\" \/>\n<meta property=\"og:description\" content=\"AI is helping QA teams generate test cases, heal automation, and catch risk earlier. 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