{"id":10084,"date":"2026-04-18T18:51:45","date_gmt":"2026-04-18T13:21:45","guid":{"rendered":"https:\/\/www.testleaf.com\/blog\/?post_type=web-story&#038;p=10084"},"modified":"2026-04-18T18:51:46","modified_gmt":"2026-04-18T13:21:46","slug":"how-ai-in-testing-works-step-by-step","status":"publish","type":"web-story","link":"https:\/\/www.testleaf.com\/blog\/web-stories\/how-ai-in-testing-works-step-by-step\/","title":{"rendered":"How AI in Testing Works (Step-by-Step)"},"content":{"rendered":"<p><html amp=\"\" lang=\"en\"><head><meta charSet=\"utf-8\"\/><meta name=\"viewport\" content=\"width=device-width,minimum-scale=1,initial-scale=1\"\/><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0.js\"><\/script><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0\/amp-story-1.0.js\" custom-element=\"amp-story\"><\/script><link href=\"https:\/\/fonts.googleapis.com\/css2?display=swap&amp;family=Roboto%3Awght%40700\" rel=\"stylesheet\"\/><link 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cta-image=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2022\/05\/favicon-300x300.png\"><a href=\"https:\/\/www.testleaf.com\/blog\/ai-software-testing-tutorial-2026\/?utm_source=Web_Story&amp;utm_medium=Organic&amp;utm_campaign=Web_Story\" rel=\"\">Learn more<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"3f2f1629-2f3a-4093-8b8f-4f60f0ec85cf\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-a190323c-bfe5-4275-be28-299e9820ca61 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2026\/04\/How-AI-in-testing-works-Step-by-step-1.jpg\" alt=\"How AI in testing works (Step by step) (1)\" srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2026\/04\/How-AI-in-testing-works-Step-by-step-1.jpg 720w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2026\/04\/How-AI-in-testing-works-Step-by-step-1-576x1024.jpg 576w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2026\/04\/How-AI-in-testing-works-Step-by-step-1-169x300.jpg 169w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2026\/04\/How-AI-in-testing-works-Step-by-step-1-150x267.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:22.57282%;top:93.20388%;width:59.70874%;height:6.31068%;opacity:1\">\n<div id=\"anim-0c413fe1-b907-4cc7-8f11-a9491ff549b9\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -1723.64658%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.8130081300813009% 0.8130081300813009% 0.8130081300813009% 0.8130081300813009% \/ 5.128205128205128% 5.128205128205128% 5.128205128205128% 5.128205128205128%\" id=\"el-36300541-ad82-4017-8e86-f3daae6be4ba\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.18864329268292712% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Data Collection<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"d9543e31-d6fe-4cd4-88f6-ebdae8146620\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-c5dd756c-d238-45d5-8801-7e66e61c0c8b [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:20.14563%;top:93.04207%;width:72.81553%;height:6.31068%;opacity:1\">\n<div id=\"anim-97142de6-191c-4751-9bf5-d800466f697b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -1721.08251%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6666666666666667% 0.6666666666666667% 0.6666666666666667% 0.6666666666666667% \/ 5.128205128205128% 5.128205128205128% 5.128205128205128% 5.128205128205128%\" id=\"el-90661146-9ccc-4f15-947c-29b43dadb3d9\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.15468750000000026% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica 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