{"id":3368,"date":"2025-12-16T17:58:07","date_gmt":"2025-12-16T17:58:07","guid":{"rendered":"https:\/\/www.rainforestqa.com\/blog\/?p=3368"},"modified":"2026-01-28T19:20:35","modified_gmt":"2026-01-28T19:20:35","slug":"ai-in-software-testing-report-2025","status":"publish","type":"post","link":"https:\/\/www.rainforestqa.com\/blog\/ai-in-software-testing-report-2025","title":{"rendered":"Report: The state of software test automation in the age of AI \u2014 promising updates for 2026"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.rainforestqa.com\/blog\/wp-content\/uploads\/2025\/12\/RFQA-Blog-Post-Header-2025-Report-Relaunch.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.rainforestqa.com\/blog\/wp-content\/uploads\/2025\/12\/RFQA-Blog-Post-Header-2025-Report-Relaunch-1024x576.png\" alt=\"ai in software testing\" class=\"wp-image-3432\" srcset=\"https:\/\/www.rainforestqa.com\/blog\/wp-content\/uploads\/2025\/12\/RFQA-Blog-Post-Header-2025-Report-Relaunch-1024x576.png 1024w, https:\/\/www.rainforestqa.com\/blog\/wp-content\/uploads\/2025\/12\/RFQA-Blog-Post-Header-2025-Report-Relaunch-300x169.png 300w, https:\/\/www.rainforestqa.com\/blog\/wp-content\/uploads\/2025\/12\/RFQA-Blog-Post-Header-2025-Report-Relaunch-768x432.png 768w, https:\/\/www.rainforestqa.com\/blog\/wp-content\/uploads\/2025\/12\/RFQA-Blog-Post-Header-2025-Report-Relaunch-1536x864.png 1536w, https:\/\/www.rainforestqa.com\/blog\/wp-content\/uploads\/2025\/12\/RFQA-Blog-Post-Header-2025-Report-Relaunch-2048x1152.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\"><em>Our 2024 report found AI in software testing was beginning to drive results; our 2025 update shows how far it has come in one short year.<\/em><\/figcaption><\/figure>\n\n\n\n<p>When we first published this report last year, AI in software testing was still an experiment for most teams. Since then, well&#8230; everything has changed.<\/p>\n\n\n\n<p>In 2025, AI hasn\u2019t been a promise of what\u2019s to come \u2014 it\u2019s become an everyday reality. And while not every team has figured out how to make AI <em>work<\/em> for them, we\u2019re now seeing clear momentum toward outcomes that once felt out of reach \u2014 especially for smaller teams:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Faster release cycles<\/li>\n\n\n\n<li>Fewer testing bottlenecks<\/li>\n\n\n\n<li>Less manual maintenance.<\/li>\n<\/ul>\n\n\n\n<p>That\u2019s why we\u2019re re-releasing our 2024 research \u2014 with fresh commentary and data that reflect how far the industry has come in just twelve months. We hope this helps teams plan for QA in 2026 and beyond.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI in software testing tools adoption is high \u2014 but value took a while to catch up<\/strong><\/h3>\n\n\n\n<p>Our survey of more than 600 software developers across the U.S., Canada, the U.K., and Australia found that <strong>three-quarters of teams using traditional, code-based test automation frameworks had adopted AI testing tools<\/strong> to assist with test writing and maintenance.<\/p>\n\n\n\n<p>That\u2019s a remarkable rate of adoption \u2014 but at the time, the results told a complicated story:<\/p>\n\n\n\n<p>Teams using AI weren\u2019t yet saving time on those tedious tasks. In some cases, they were spending <em>slightly more<\/em> time maintaining test suites than teams that hadn\u2019t yet brought AI into the mix.<\/p>\n\n\n\n<p>\u201cTo be able to maintain automated tests, especially with a small dev team, just takes time.\u201d \u2013 Software Engineering Lead<\/p>\n\n\n\n<p>\u201cIn the past, we gave up on testing the front end because it was too difficult to maintain and the tests were very often broken.\u201d \u2013 Engineering Manager<\/p>\n\n\n\n<p>For many teams, early versions of AI testing tools added an unnecessary layer of complexity. The technology was promising \u2014 but still too immature to offset the pain of brittle test suites and manual updates.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Why AI-powered test automation fell flat \u2014 and what\u2019s changed since then<\/strong><\/h3>\n\n\n\n<p>At the time, many QA for AI features were surface-level: autocomplete tools, code generators, or point solutions layered onto existing testing frameworks. Those tools didn\u2019t fundamentally change <em>how<\/em> tests were created or maintained \u2014 so they couldn\u2019t fully deliver on AI\u2019s productivity promise.<\/p>\n\n\n\n<p>But the landscape has evolved.<\/p>\n\n\n\n<p>Over the past year, <strong>AI in software testing has shifted from code assistance to intelligent automation<\/strong> \u2014 tools that understand your app\u2019s structure, can crawl it autonomously, and update tests as the UI evolves.<\/p>\n\n\n\n<p>The result: the same teams that once saw flat returns from AI are now beginning to see real efficiency gains when they adopt platforms purpose-built for this next generation of testing.&nbsp;<\/p>\n\n\n\n<p>We\u2019re betting you\u2019re seeing this shift too\u2026 and not just in the world of QA. For example, Anthropic recently posted about <a href=\"https:\/\/www.anthropic.com\/news\/disrupting-AI-espionage\" target=\"_blank\" rel=\"noreferrer noopener\">AI\u2019s maturation in cybersecurity<\/a>. Everywhere we look, AI is rapidly moving from \u201cinteresting in theory\u201d to practical, powerful real-world applications.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-text-align-center\">Want to see for yourself how far AI in QA has come?<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-text-align-center wp-element-button\" href=\"https:\/\/www.rainforestqa.com\/talk-to-sales\">Demo Rainforest Today<\/a><\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>The signal for smaller, faster teams<\/strong><\/h3>\n\n\n\n<p>One of the clearest findings from our original dataset was this: <strong>Small teams using AI were more likely to keep their automated tests up to date.<\/strong><\/p>\n\n\n\n<p>We can see now that this was a hint of what was coming.<\/p>\n\n\n\n<p>AI wasn\u2019t eliminating work yet \u2014 but it was starting to make modern testing <em>possible<\/em> for leaner teams without the headcount or bandwidth to maintain sprawling frameworks.<\/p>\n\n\n\n<p>Fast forward to 2025, and QA test automation trends have accelerated.<\/p>\n\n\n\n<p>With more powerful, purpose-built AI testing tools, even startups with small dev teams can maintain full coverage without the heavy lift of traditional test writing and maintenance. It\u2019s no longer necessary to have a highly technical QE team at most startups. No-code, natural language test writing powered by AI has changed the game. And that\u2019s led to a major shift in who gets to have reliable, automated QA. (Hint: Anyone who wants it!)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI in software testing: From promise to practice<\/strong><\/h3>\n\n\n\n<p>So, was AI underdelivering last year? Not exactly, if you ask us.<\/p>\n\n\n\n<p>AI in software testing was still finding its footing \u2014 and teams were still figuring out how to integrate it effectively. (Just as teams across so many other functions have been doing.) The AI for QA data from 2024 captured that growing pain.&nbsp;<\/p>\n\n\n\n<p>Today, we\u2019re seeing those early adopters\u2019 patience pay off.<\/p>\n\n\n\n<p>Teams adopting fully <a href=\"http:\/\/www.rainforestqa.com\">AI-driven SaaS testing platforms<\/a> are gaining the benefits everyone hoped for when surveyed last year:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Faster test creation and maintenance cycles<br><\/li>\n\n\n\n<li>Fewer bottlenecks between dev and QA<br><\/li>\n\n\n\n<li>Increased confidence in release velocity<br><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>The takeaway: AI-driven QA is here to stay<\/strong><\/h3>\n\n\n\n<p>AI isn\u2019t replacing testers or developers \u2014 it\u2019s decreasing friction. And for many scrappy teams (think: pre-QA hires), it\u2019s allowing them to execute QA at a level that was previously unattainable. It\u2019s letting people get back to more interesting, strategic work while AI takes care of tedious, manual QA tasks.<\/p>\n\n\n\n<p>The story this data tells isn\u2019t one of hype versus reality; it\u2019s one of <strong>evolution<\/strong>. The pain points highlighted in 2024 were real \u2014 but they also pushed the industry toward smarter solutions that deploy AI where it actually matters. AI in software testing is one of those places.<\/p>\n\n\n\n<p>In 2025, those solutions are here.<\/p>\n\n\n\n<p>And teams embracing them are finally seeing what AI can really do for QA:&nbsp;<\/p>\n\n\n\n<p>\u2705 <a href=\"https:\/\/www.rainforestqa.com\/blog\/ai-test-planner-launch-ai-testing-tools\" target=\"_blank\" rel=\"noreferrer noopener\">Map out key coverage areas<\/a> (no more guesswork)<\/p>\n\n\n\n<p>\u2705 <a href=\"https:\/\/www.rainforestqa.com\/blog\/ai-test-automation\" target=\"_blank\" rel=\"noreferrer noopener\">Design and execute QA tests<\/a>&nbsp;<\/p>\n\n\n\n<p>\u2705 Ensure reliable test coverage<\/p>\n\n\n\n<p>\u2705 Free up developer time<\/p>\n\n\n\n<p>\u2705 Help small teams ship with the confidence of much larger ones.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong><a href=\"https:\/\/www.rainforestqa.com\/updated-2025-state-of-test-automation-report\" target=\"_blank\" rel=\"noreferrer noopener\">Read the full report: The State of Software Test Automation in the Age of AI<\/a><\/strong><\/p>\n\n\n\n<p>Re-released with new insights on how teams are turning early experimentation into real-world results and how AI in software testing is evolving in real time.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>When we first published this report last year, AI in software testing was still an experiment for most teams. Since then, well&#8230; everything has changed. In 2025, AI hasn\u2019t been a promise of what\u2019s to come \u2014 it\u2019s become an everyday reality. And while not every team has figured out how to make AI work [&hellip;]<\/p>\n","protected":false},"author":28,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[2,26,1],"tags":[27,32,33],"class_list":["post-3368","post","type-post","status-publish","format-standard","hentry","category-test-automation","category-software-testing","category-qa-strategy","tag-qa-strategy","tag-qa-data","tag-test-automation"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.rainforestqa.com\/blog\/wp-json\/wp\/v2\/posts\/3368","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.rainforestqa.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.rainforestqa.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.rainforestqa.com\/blog\/wp-json\/wp\/v2\/users\/28"}],"replies":[{"embeddable":true,"href":"https:\/\/www.rainforestqa.com\/blog\/wp-json\/wp\/v2\/comments?post=3368"}],"version-history":[{"count":11,"href":"https:\/\/www.rainforestqa.com\/blog\/wp-json\/wp\/v2\/posts\/3368\/revisions"}],"predecessor-version":[{"id":3456,"href":"https:\/\/www.rainforestqa.com\/blog\/wp-json\/wp\/v2\/posts\/3368\/revisions\/3456"}],"wp:attachment":[{"href":"https:\/\/www.rainforestqa.com\/blog\/wp-json\/wp\/v2\/media?parent=3368"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.rainforestqa.com\/blog\/wp-json\/wp\/v2\/categories?post=3368"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.rainforestqa.com\/blog\/wp-json\/wp\/v2\/tags?post=3368"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}