{"id":61682,"date":"2025-10-30T15:30:00","date_gmt":"2025-10-30T19:30:00","guid":{"rendered":"https:\/\/app14743.cloudwayssites.com\/?p=61682"},"modified":"2026-01-12T15:06:56","modified_gmt":"2026-01-12T20:06:56","slug":"agentic-automation-ai-augmented-testing","status":"publish","type":"post","link":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/","title":{"rendered":"Agentic Automation: Preparing QA Leaders for the Next Leap in Testing"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-style-blue-floating is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>Update &amp; TL;DR<\/strong><\/p>\n<cite>This post was written while Forrester\u2019s research on agentic and autonomous testing was still emerging. Since publication, Applitools has been included in <strong><a href=\"\/resources\/guides\/forrester-wave-autonomous-testing-report\/\">The Forrester Wave\u2122: Autonomous Testing Platforms, Q4 2025<\/a><\/strong>. The perspective outlined below reflects how this shift has since been validated and formalized by independent industry analysts.<br><br>\u2022\u00a0Agentic automation shifts testing from brittle, script-driven execution to intelligent systems that adapt based on change, risk, and context.<br>\u2022\u00a0AI augments human intent rather than replacing QA teams, enabling people to focus on quality strategy, governance, and risk decisions.<br>\u2022\u00a0This model is increasingly shaping how autonomous testing platforms are evaluated in the market.<\/cite><\/blockquote>\n\n\n\n<p>Forrester, a leading global research and advisory firm, identified a major turning point in software testing in its <strong>Autonomous Testing Platforms Landscape, Q3 2025<\/strong>. The research describes a shift from traditional scripted automation to AI-augmented systems that can learn, adapt, and act under human guidance. This shift signals the rise of agentic automation: intelligent systems that create, run, and optimize tests within defined boundaries.<\/p>\n\n\n\n<p>As delivery cycles compress and complexity grows, quality and engineering leaders are redefining what effective testing means in practice. Agentic automation bridges human intent with machine-driven precision\u2014transforming testing from a reactive maintenance task into a proactive engine for reliability, speed, and continuous improvement. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-from-automation-to-intelligence\"><strong>From Automation to Intelligence<\/strong><\/h2>\n\n\n\n<p>Traditional automation accelerated execution but left teams managing brittle scripts and endless maintenance. AI-augmented testing changes that dynamic. These systems:<\/p>\n\n\n\n<ul>\n<li>Learn continuously from results and application change.<\/li>\n\n\n\n<li>Adapt test scope and prioritization based on business risk.<\/li>\n\n\n\n<li>Optimize coverage while maintaining human oversight.<\/li>\n<\/ul>\n\n\n\n<p>The result is testing that behaves less like a checklist and more like a self-improving quality partner, one that scales reliability across every release.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-three-business-values-driving-this-shift\"><strong>The Three Business Values Driving This Shift<\/strong><\/h2>\n\n\n\n<p>Forrester highlights three outcomes motivating investment in more intelligent testing systems:<\/p>\n\n\n\n<ol>\n<li><strong>Accelerate Time to Value<\/strong> \u2013 <a href=\"\/platform\/create\/\">AI-driven generation<\/a> and <a href=\"\/platform\/execute\/\">self-healing<\/a> shorten feedback loops and reduce maintenance.<\/li>\n\n\n\n<li><strong>Reduce Strategic Risk<\/strong> \u2013 Risk-based orchestration and built-in governance connect quality metrics directly to business priorities.<\/li>\n\n\n\n<li><strong>Democratize Testing<\/strong> \u2013 Low-code authoring and natural-language interaction let non-developers participate in quality, closing skill gaps.<\/li>\n<\/ol>\n\n\n\n<p>Agentic automation brings these together: human-directed intent, machine-driven efficiency, and transparent oversight.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-ai-augmented-systems-complement-human-expertise\"><strong>How AI-Augmented Systems Complement Human Expertise<\/strong><\/h2>\n\n\n\n<p>AI in testing works best as augmentation, not replacement. By handling repetitive execution and maintenance, intelligent systems free QA professionals to focus on:<\/p>\n\n\n\n<ul>\n<li>Defining risk and coverage strategy.<\/li>\n\n\n\n<li>Establishing governance frameworks that maintain trust.<\/li>\n\n\n\n<li><a href=\"\/blog\/future-of-code-and-no-code-test-automation\/\">Collaborating earlier with product and development teams<\/a>.<\/li>\n<\/ul>\n\n\n\n<p>Agentic automation shifts QA leadership from running tests to steering quality outcomes.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-role-of-visual-and-experience-validation\"><strong>The Role of Visual and Experience Validation<\/strong><\/h2>\n\n\n\n<p>Intelligent automation depends on reliable validation signals. Traditional assertions can\u2019t always capture what matters to real users: layout, accessibility, and experience consistency.&nbsp;<\/p>\n\n\n\n<p><a href=\"\/platform\/validate\/visual-ai\/\">Visual and experience validation<\/a> fill that gap, giving AI-augmented systems context they can trust. When machines validate what users actually experience, teams gain both speed and confidence\u2014without rigid pixel-level comparison.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-building-toward-ai-augmented-readiness\"><strong>Building Toward AI-Augmented Readiness<\/strong><\/h2>\n\n\n\n<p>Forrester describes this as a maturing market: organizations are blending traditional automation with AI capabilities to move toward greater autonomy over time. QA leaders can start by:<\/p>\n\n\n\n<ol>\n<li>Stabilizing automation foundations and addressing flakiness.<\/li>\n\n\n\n<li>Adopting AI-assisted detection of UI and data changes.<\/li>\n\n\n\n<li>Integrating experience-level validation for richer feedback.<\/li>\n\n\n\n<li>Connecting quality analytics to business metrics for continuous improvement.<\/li>\n<\/ol>\n\n\n\n<p>Each step builds the trust and data maturity required for agentic automation to succeed under human orchestration. As adoption increases, these maturity steps align with how leaders in the market are being evaluated on autonomous capabilities.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-qa-leaders-can-do-next\"><strong>What QA Leaders Can Do Next<\/strong><\/h2>\n\n\n\n<p>Forward-looking teams are already experimenting with:<\/p>\n\n\n\n<ul>\n<li>Adaptive execution that prioritizes tests dynamically.<\/li>\n\n\n\n<li>Governance dashboards linking coverage, risk, and compliance.<\/li>\n\n\n\n<li><a href=\"\/platform\/validate\/visual-ai\/\">Visual AI<\/a> that helps systems understand real user impact.<\/li>\n<\/ul>\n\n\n\n<p>The goal isn\u2019t full autonomy\u2014it\u2019s AI-augmented confidence: testing that\u2019s faster, smarter, and more inclusive across roles. <strong><a href=\"\/resources\/ebooks\/forrester-autonomous-testing-platforms-report\/\">Read the full report now<\/a><\/strong>. <\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group pt-none pb-none\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\" id=\"h-frequently-asked-questions\">Frequently Asked Questions<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1731025092682\"><strong class=\"schema-faq-question\">What is agentic automation in software testing?<\/strong> <p class=\"schema-faq-answer\">Agentic automation refers to AI-augmented systems that can learn, adapt, and act within human-defined boundaries to create, run, and optimize tests. Instead of simply executing scripts, these systems continuously improve based on feedback and business context. <\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1761845971307\"><strong class=\"schema-faq-question\">How does AI-augmented testing reduce maintenance?<\/strong> <p class=\"schema-faq-answer\">By using self-healing and adaptive test generation, <a href=\"\/platform\/autonomous\/\">AI-augmented testing<\/a> identifies and fixes broken tests automatically. It also adjusts coverage based on application changes and risk, minimizing the need for manual upkeep.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1761846037475\"><strong class=\"schema-faq-question\">What business benefits does agentic automation deliver?<\/strong> <p class=\"schema-faq-answer\">The Forrester research identifies three key outcomes: faster time to value through automation and learning; reduced strategic risk through governance and risk-based prioritization; and democratized testing through natural-language and low-code interfaces.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1761846080196\"><strong class=\"schema-faq-question\">How do human testers fit into agentic automation?<\/strong> <p class=\"schema-faq-answer\">AI systems handle repetitive execution and maintenance so human experts can focus on strategy\u2014defining risk models, shaping governance, and collaborating earlier in the delivery process. This partnership amplifies QA\u2019s influence across engineering.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1761846106026\"><strong class=\"schema-faq-question\">Why is visual and experience validation essential for intelligent testing?<\/strong> <p class=\"schema-faq-answer\"><a href=\"\/platform\/validate\/visual-ai\/\">Visual and experience validation<\/a> let AI systems measure what users actually see and feel\u2014not just code-level outputs. This gives machine-driven tests the contextual awareness to evaluate accessibility, layout, and experience consistency accurately.<\/p> <\/div> <\/div>\n\n\n\n<div class=\"wp-block-group pb-none pt-none\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<style>\n.schema-faq-section { \n  background: white;\n  margin: 1rem 0;\n  border: 2px solid rgba(0, 0, 0, 0.13);\n  border-radius: 10px;\n  box-shadow: 2px 2px 6px 2px rgba(0, 0, 0, 0.03);\n}\n.schema-faq-question{\n  cursor: pointer;\n  display: flex;\n  align-items: center;\n  transition: opacity ease 0.25s;\n  padding: 1rem;\n  color: var(--wp--preset--color--primary);\n  font-size: var(--wp--preset--font-size-large);\n}\n.schema-faq-question:hover {\n  color: var(--wp--preset--color--secondary);\n}\n.schema-faq-question:after{\n  width: 16px;\n  height: 20px;\n  display: inline-block;\n  margin-left: auto;\n  margin-right: 5px;\n  vertical-align: top;\n  color: inherit;\n  content: \"+\";\n}\n.schema-faq-question.expanded:after{\n  content: \"-\";\n}\n.schema-faq-question:hover{\n  opacity: 0.75;\n}\n.schema-faq-answer{\n  padding: 0 1rem 1rem 1rem;\n  display: none;\n}\n.schema-faq-answer.default{\n  display: block;\n}\n.editor-styles-wrapper .schema-faq-question {\n  cursor: text;\n}\n.editor-styles-wrapper .schema-faq-answer {\n  display: block; \n}\n<\/style>\n\n\n\n<script>\njQuery(function($){var yoast={accordion:function(){var isAnimating=!1;$(\".schema-faq-section\").find(\".schema-faq-question\").click(function(event){event.stopPropagation();if(isAnimating)return;isAnimating=!0;var answer=$(this).nextAll(\".schema-faq-answer\").eq(0);answer.slideToggle(250,function(){$(this).toggleClass(\"expanded\");$(this).prev(\".schema-faq-question\").toggleClass(\"expanded\");isAnimating=!1});$(\".schema-faq-answer\").not(answer).slideUp(\"fast\",function(){$(this).removeClass(\"expanded\");$(this).prev(\".schema-faq-question\").removeClass(\"expanded\")})})}};yoast.accordion()});\n<\/script>\n<\/div><\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Forrester\u2019s Autonomous Testing Platforms Landscape (Q3 2025) identifies AI-augmented, agentic automation as the next leap in QA. Learn what it means and how to prepare.<\/p>\n","protected":false},"author":8,"featured_media":61684,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[12271,16867],"tags":[10196,17268,17286,17008,16706,12688],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.5 (Yoast SEO v24.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Agentic Automation: Preparing QA Leaders for the Next Leap in Testing - AI-Powered End-to-End Testing | Applitools<\/title>\n<meta name=\"description\" content=\"Discover how AI-augmented and agentic automation are redefining software testing\u2014delivering speed, governance, and accessibility.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Agentic Automation: Preparing QA Leaders for the Next Leap in Testing\" \/>\n<meta property=\"og:description\" content=\"Forrester\u2019s Autonomous Testing Platforms Landscape (Q3 2025) identifies AI-augmented, agentic automation as the next leap in QA. Learn what it means and how to prepare.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/\" \/>\n<meta property=\"og:site_name\" content=\"AI-Powered End-to-End Testing | Applitools\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-30T19:30:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-12T20:06:56+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2025\/10\/agentic-automation_blog.png\" \/>\n\t<meta property=\"og:image:width\" content=\"831\" \/>\n\t<meta property=\"og:image:height\" content=\"542\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Applitools Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Applitools Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/\"},\"author\":{\"name\":\"Applitools Team\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/#\/schema\/person\/7adb2f3d4eb42c65ccc8cd7ef840b000\"},\"headline\":\"Agentic Automation: Preparing QA Leaders for the Next Leap in Testing\",\"datePublished\":\"2025-10-30T19:30:00+00:00\",\"dateModified\":\"2026-01-12T20:06:56+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/\"},\"wordCount\":849,\"publisher\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2025\/10\/agentic-automation_blog.png\",\"keywords\":[\"AI\",\"AI test automation\",\"ai test automation platform\",\"Autonomous\",\"autonomous testing\",\"Technical Leaders\"],\"articleSection\":[\"Getting Started\",\"Learn\"],\"inLanguage\":\"en-US\"},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/\",\"url\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/\",\"name\":\"Agentic Automation: Preparing QA Leaders for the Next Leap in Testing - AI-Powered End-to-End Testing | Applitools\",\"isPartOf\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2025\/10\/agentic-automation_blog.png\",\"datePublished\":\"2025-10-30T19:30:00+00:00\",\"dateModified\":\"2026-01-12T20:06:56+00:00\",\"description\":\"Discover how AI-augmented and agentic automation are redefining software testing\u2014delivering speed, governance, and accessibility.\",\"breadcrumb\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#breadcrumb\"},\"mainEntity\":[{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1731025092682\"},{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761845971307\"},{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846037475\"},{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846080196\"},{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846106026\"}],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#primaryimage\",\"url\":\"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2025\/10\/agentic-automation_blog.png\",\"contentUrl\":\"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2025\/10\/agentic-automation_blog.png\",\"width\":831,\"height\":542},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/app14743.cloudwayssites.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Getting Started\",\"item\":\"https:\/\/app14743.cloudwayssites.com\/blog\/category\/getting-started\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Agentic Automation: Preparing QA Leaders for the Next Leap in Testing\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/#website\",\"url\":\"https:\/\/app14743.cloudwayssites.com\/\",\"name\":\"Applitools Visual AI\",\"description\":\"Applitools delivers full end-to-end test automation with AI infused at every step.\",\"publisher\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/app14743.cloudwayssites.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/#organization\",\"name\":\"Applitools\",\"url\":\"https:\/\/app14743.cloudwayssites.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2020\/03\/applitools.png\",\"contentUrl\":\"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2020\/03\/applitools.png\",\"width\":156,\"height\":28,\"caption\":\"Applitools\"},\"image\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/#\/schema\/person\/7adb2f3d4eb42c65ccc8cd7ef840b000\",\"name\":\"Applitools Team\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/ab026ef5311aa0450f87e2ccab9c2fdc?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/ab026ef5311aa0450f87e2ccab9c2fdc?s=96&d=mm&r=g\",\"caption\":\"Applitools Team\"},\"url\":\"https:\/\/app14743.cloudwayssites.com\/blog\/author\/itay\/\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1731025092682\",\"position\":1,\"url\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1731025092682\",\"name\":\"What is agentic automation in software testing?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Agentic automation refers to AI-augmented systems that can learn, adapt, and act within human-defined boundaries to create, run, and optimize tests. Instead of simply executing scripts, these systems continuously improve based on feedback and business context. \",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761845971307\",\"position\":2,\"url\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761845971307\",\"name\":\"How does AI-augmented testing reduce maintenance?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"By using self-healing and adaptive test generation, <a href=\\\"\/platform\/autonomous\/\\\">AI-augmented testing<\/a> identifies and fixes broken tests automatically. It also adjusts coverage based on application changes and risk, minimizing the need for manual upkeep.\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846037475\",\"position\":3,\"url\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846037475\",\"name\":\"What business benefits does agentic automation deliver?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"The Forrester research identifies three key outcomes: faster time to value through automation and learning; reduced strategic risk through governance and risk-based prioritization; and democratized testing through natural-language and low-code interfaces.\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846080196\",\"position\":4,\"url\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846080196\",\"name\":\"How do human testers fit into agentic automation?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"AI systems handle repetitive execution and maintenance so human experts can focus on strategy\u2014defining risk models, shaping governance, and collaborating earlier in the delivery process. This partnership amplifies QA\u2019s influence across engineering.\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846106026\",\"position\":5,\"url\":\"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846106026\",\"name\":\"Why is visual and experience validation essential for intelligent testing?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<a href=\\\"\/platform\/validate\/visual-ai\/\\\">Visual and experience validation<\/a> let AI systems measure what users actually see and feel\u2014not just code-level outputs. This gives machine-driven tests the contextual awareness to evaluate accessibility, layout, and experience consistency accurately.\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Agentic Automation: Preparing QA Leaders for the Next Leap in Testing - AI-Powered End-to-End Testing | Applitools","description":"Discover how AI-augmented and agentic automation are redefining software testing\u2014delivering speed, governance, and accessibility.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/","og_locale":"en_US","og_type":"article","og_title":"Agentic Automation: Preparing QA Leaders for the Next Leap in Testing","og_description":"Forrester\u2019s Autonomous Testing Platforms Landscape (Q3 2025) identifies AI-augmented, agentic automation as the next leap in QA. Learn what it means and how to prepare.","og_url":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/","og_site_name":"AI-Powered End-to-End Testing | Applitools","article_published_time":"2025-10-30T19:30:00+00:00","article_modified_time":"2026-01-12T20:06:56+00:00","og_image":[{"width":831,"height":542,"url":"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2025\/10\/agentic-automation_blog.png","type":"image\/png"}],"author":"Applitools Team","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Applitools Team","Est. reading time":"7 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#article","isPartOf":{"@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/"},"author":{"name":"Applitools Team","@id":"https:\/\/app14743.cloudwayssites.com\/#\/schema\/person\/7adb2f3d4eb42c65ccc8cd7ef840b000"},"headline":"Agentic Automation: Preparing QA Leaders for the Next Leap in Testing","datePublished":"2025-10-30T19:30:00+00:00","dateModified":"2026-01-12T20:06:56+00:00","mainEntityOfPage":{"@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/"},"wordCount":849,"publisher":{"@id":"https:\/\/app14743.cloudwayssites.com\/#organization"},"image":{"@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#primaryimage"},"thumbnailUrl":"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2025\/10\/agentic-automation_blog.png","keywords":["AI","AI test automation","ai test automation platform","Autonomous","autonomous testing","Technical Leaders"],"articleSection":["Getting Started","Learn"],"inLanguage":"en-US"},{"@type":["WebPage","FAQPage"],"@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/","url":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/","name":"Agentic Automation: Preparing QA Leaders for the Next Leap in Testing - AI-Powered End-to-End Testing | Applitools","isPartOf":{"@id":"https:\/\/app14743.cloudwayssites.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#primaryimage"},"image":{"@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#primaryimage"},"thumbnailUrl":"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2025\/10\/agentic-automation_blog.png","datePublished":"2025-10-30T19:30:00+00:00","dateModified":"2026-01-12T20:06:56+00:00","description":"Discover how AI-augmented and agentic automation are redefining software testing\u2014delivering speed, governance, and accessibility.","breadcrumb":{"@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#breadcrumb"},"mainEntity":[{"@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1731025092682"},{"@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761845971307"},{"@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846037475"},{"@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846080196"},{"@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846106026"}],"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#primaryimage","url":"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2025\/10\/agentic-automation_blog.png","contentUrl":"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2025\/10\/agentic-automation_blog.png","width":831,"height":542},{"@type":"BreadcrumbList","@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/app14743.cloudwayssites.com\/"},{"@type":"ListItem","position":2,"name":"Getting Started","item":"https:\/\/app14743.cloudwayssites.com\/blog\/category\/getting-started\/"},{"@type":"ListItem","position":3,"name":"Agentic Automation: Preparing QA Leaders for the Next Leap in Testing"}]},{"@type":"WebSite","@id":"https:\/\/app14743.cloudwayssites.com\/#website","url":"https:\/\/app14743.cloudwayssites.com\/","name":"Applitools Visual AI","description":"Applitools delivers full end-to-end test automation with AI infused at every step.","publisher":{"@id":"https:\/\/app14743.cloudwayssites.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/app14743.cloudwayssites.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/app14743.cloudwayssites.com\/#organization","name":"Applitools","url":"https:\/\/app14743.cloudwayssites.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/app14743.cloudwayssites.com\/#\/schema\/logo\/image\/","url":"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2020\/03\/applitools.png","contentUrl":"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2020\/03\/applitools.png","width":156,"height":28,"caption":"Applitools"},"image":{"@id":"https:\/\/app14743.cloudwayssites.com\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/app14743.cloudwayssites.com\/#\/schema\/person\/7adb2f3d4eb42c65ccc8cd7ef840b000","name":"Applitools Team","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/app14743.cloudwayssites.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/ab026ef5311aa0450f87e2ccab9c2fdc?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/ab026ef5311aa0450f87e2ccab9c2fdc?s=96&d=mm&r=g","caption":"Applitools Team"},"url":"https:\/\/app14743.cloudwayssites.com\/blog\/author\/itay\/"},{"@type":"Question","@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1731025092682","position":1,"url":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1731025092682","name":"What is agentic automation in software testing?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Agentic automation refers to AI-augmented systems that can learn, adapt, and act within human-defined boundaries to create, run, and optimize tests. Instead of simply executing scripts, these systems continuously improve based on feedback and business context. ","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761845971307","position":2,"url":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761845971307","name":"How does AI-augmented testing reduce maintenance?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"By using self-healing and adaptive test generation, <a href=\"\/platform\/autonomous\/\">AI-augmented testing<\/a> identifies and fixes broken tests automatically. It also adjusts coverage based on application changes and risk, minimizing the need for manual upkeep.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846037475","position":3,"url":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846037475","name":"What business benefits does agentic automation deliver?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"The Forrester research identifies three key outcomes: faster time to value through automation and learning; reduced strategic risk through governance and risk-based prioritization; and democratized testing through natural-language and low-code interfaces.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846080196","position":4,"url":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846080196","name":"How do human testers fit into agentic automation?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"AI systems handle repetitive execution and maintenance so human experts can focus on strategy\u2014defining risk models, shaping governance, and collaborating earlier in the delivery process. This partnership amplifies QA\u2019s influence across engineering.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846106026","position":5,"url":"https:\/\/app14743.cloudwayssites.com\/blog\/agentic-automation-ai-augmented-testing\/#faq-question-1761846106026","name":"Why is visual and experience validation essential for intelligent testing?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"<a href=\"\/platform\/validate\/visual-ai\/\">Visual and experience validation<\/a> let AI systems measure what users actually see and feel\u2014not just code-level outputs. This gives machine-driven tests the contextual awareness to evaluate accessibility, layout, and experience consistency accurately.","inLanguage":"en-US"},"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/app14743.cloudwayssites.com\/wp-json\/wp\/v2\/posts\/61682"}],"collection":[{"href":"https:\/\/app14743.cloudwayssites.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/app14743.cloudwayssites.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/app14743.cloudwayssites.com\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/app14743.cloudwayssites.com\/wp-json\/wp\/v2\/comments?post=61682"}],"version-history":[{"count":13,"href":"https:\/\/app14743.cloudwayssites.com\/wp-json\/wp\/v2\/posts\/61682\/revisions"}],"predecessor-version":[{"id":62104,"href":"https:\/\/app14743.cloudwayssites.com\/wp-json\/wp\/v2\/posts\/61682\/revisions\/62104"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/app14743.cloudwayssites.com\/wp-json\/wp\/v2\/media\/61684"}],"wp:attachment":[{"href":"https:\/\/app14743.cloudwayssites.com\/wp-json\/wp\/v2\/media?parent=61682"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/app14743.cloudwayssites.com\/wp-json\/wp\/v2\/categories?post=61682"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/app14743.cloudwayssites.com\/wp-json\/wp\/v2\/tags?post=61682"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}