{"id":31480,"date":"2021-09-30T19:29:00","date_gmt":"2021-09-30T19:29:00","guid":{"rendered":"https:\/\/app14743.cloudwayssites.com\/?p=31480"},"modified":"2022-05-20T11:01:47","modified_gmt":"2022-05-20T18:01:47","slug":"ai-critical-modern-software-testing-ema","status":"publish","type":"post","link":"https:\/\/app14743.cloudwayssites.com\/blog\/ai-critical-modern-software-testing-ema\/","title":{"rendered":"How AI Can Help Address Modern Software Testing"},"content":{"rendered":"\n<p><em>AI is needed to meet the scale and complexities of modern software delivery. According to the EMA report, traditional test automation tools will continue to struggle to keep up.<\/em><\/p>\n\n\n\n<p>A growing challenge for organizations reliant on software (in other words, just about every organization today) is the ever-rising scale and speed of software delivery. Software is growing more complex, users are demanding more from their experiences, and release cycles are getting shorter and shorter. All of this puts an enormous strain on the testing teams charged with ensuring that applications are error-free and delivering the desired user experience.<\/p>\n\n\n\n<p>AI is one technology that can ease this burden on today\u2019s testers, according to <a href=\"http:\/\/www.enterprisemanagement.com\/\">EMA Research<\/a>, which has just released a <a href=\"https:\/\/app14743.cloudwayssites.com\/disrupting-testing-through-ai\/\">research paper<\/a> on the topic. The need to create better software, faster, has never been greater.<\/p>\n\n\n\n<p>\u201cBusiness&#8217;s ability to accelerate the delivery of customer value through software innovation, at lower cost, has become critical for achieving competitive advantages,\u201d said Torsten Volk, Enterprise Management Associates Managing Research Director.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-software-testing-complexity-is-increasing\">Software Testing Complexity is Increasing<\/h2>\n\n\n\n<p>The report highlights a number of data points showing the increasing complexity of testing environments. The number of test automation-related questions posted to StackOverflow has nearly doubled over the past year. Smartphones continue to proliferate at a very high rate (30% CAGR since 2017 for Android alone), adding yet more configurations that need to be tested. Apps residing in a growing number of cloud services has risen 225% since 2015, compounding the complexity of software delivery.<\/p>\n\n\n\n<p>In an article on the topic, <a href=\"https:\/\/venturebeat.com\/2021\/09\/20\/ai-could-help-companies-keep-up-with-app-boom\/\">VentureBeat recently highlighted<\/a> another report on enterprise software development by Gatepoint Research which emphasizes some of the same struggles. According to that report, 77% of respondents said that they experience setbacks in releasing new software. A smaller but still high 34% said that fixing bugs takes anywhere from days to months.<\/p>\n\n\n\n<p>Overall, EMA found that the increase in the complexity of technology, combined with faster release cycles and the daily tasks that already exists for test engineers, combines to yield an exponential increase in testing effort required. It doesn\u2019t help that, as EMA puts it, \u201ctest automation frameworks typically rely on a jungle of test scripts written in different languages, using different sets of runtime parameters, and lacking consistent compliance test capabilities.\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-ai-is-critical-to-modern-software-testing-according-to-ema\">AI is Critical to Modern Software Testing According to EMA<\/h2>\n\n\n\n<p>The research by Torsten Volk and his team makes clear in no uncertain terms that \u201cyou cannot scale automated testing without AI.\u201d \u00a0The paper outlines how the latest AI solutions help in five key categories today, and digs into how AI can help address six of the biggest test automation pain points.<\/p>\n\n\n\n<p>\u201cAI-based test automation technologies can deliver real ROI today,\u201d said Volk, \u201cand come with the potential of addressing, and ultimately eliminating, today&#8217;s critical automation bottlenecks that stifle modern software delivery.\u201d<\/p>\n\n\n\n<p>EMA&#8217;s research discusses several essential AI capabilities that can combined and customized according to an organization&#8217;s requirements. Visual inspection (with <a href=\"https:\/\/app14743.cloudwayssites.com\/applitools-ai-and-deep-learning\/\">Visual AI<\/a>) was rated as having the highest overall impact of these capabilities, both today and in the future:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>Smart crawling, self-healing, anomaly detection, and coverage detection each are point solutions that help organizations lower their risk of blind spots while decreasing human workload. Visual inspection goes further compared to these point solutions by aiming to understand application workflows and business requirements.<\/p><cite>-Disrupting the Economics of Software Testing Through AI<\/cite><\/blockquote>\n\n\n\n<p>To learn more, download the complementary report, \u201cDisrupting the Economics of Testing Through AI.\u201d<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/app14743.cloudwayssites.com\/disrupting-testing-through-ai\/\">Get Your Free report<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>In this report, learn why AI is needed to meet the scale and complexities of modern software delivery. Traditional test automation tools will continue to struggle to keep up.<\/p>\n","protected":false},"author":108,"featured_media":31483,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[10003],"tags":[10348,10150,12690,10192],"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>How AI Can Help Address Modern Software Testing - AI-Powered End-to-End Testing | Applitools<\/title>\n<meta name=\"description\" content=\"In this report, learn why AI is needed to meet the scale and complexities of modern software delivery. Traditional test automation tools will continue to struggle to keep up.\" \/>\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\/ai-critical-modern-software-testing-ema\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How AI Can Help Address Modern Software Testing\" \/>\n<meta property=\"og:description\" content=\"In this report, learn why AI is needed to meet the scale and complexities of modern software delivery. Traditional test automation tools will continue to struggle to keep up.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/app14743.cloudwayssites.com\/blog\/ai-critical-modern-software-testing-ema\/\" \/>\n<meta property=\"og:site_name\" content=\"AI-Powered End-to-End Testing | Applitools\" \/>\n<meta property=\"article:published_time\" content=\"2021-09-30T19:29:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-05-20T18:01:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2021\/10\/AI-Modern-Software-Testing-EMA_851x542.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"851\" \/>\n\t<meta property=\"og:image:height\" content=\"542\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Danny Shain\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Danny Shain\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/ai-critical-modern-software-testing-ema\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/ai-critical-modern-software-testing-ema\/\"},\"author\":{\"name\":\"Danny Shain\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/#\/schema\/person\/a12b404fb8296c1dd654d065eb68830b\"},\"headline\":\"How AI Can Help Address Modern Software Testing\",\"datePublished\":\"2021-09-30T19:29:00+00:00\",\"dateModified\":\"2022-05-20T18:01:47+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/ai-critical-modern-software-testing-ema\/\"},\"wordCount\":583,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/ai-critical-modern-software-testing-ema\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2021\/10\/AI-Modern-Software-Testing-EMA_851x542.jpg\",\"keywords\":[\"Artificial Intelligence\",\"Software Testing\",\"Test Engineers\",\"Visual AI\"],\"articleSection\":[\"News\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/app14743.cloudwayssites.com\/blog\/ai-critical-modern-software-testing-ema\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/ai-critical-modern-software-testing-ema\/\",\"url\":\"https:\/\/app14743.cloudwayssites.com\/blog\/ai-critical-modern-software-testing-ema\/\",\"name\":\"How AI Can Help Address Modern Software Testing - AI-Powered End-to-End Testing | Applitools\",\"isPartOf\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/ai-critical-modern-software-testing-ema\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/app14743.cloudwayssites.com\/blog\/ai-critical-modern-software-testing-ema\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/app14743.cloudwayssites.com\/wp-content\/uploads\/2021\/10\/AI-Modern-Software-Testing-EMA_851x542.jpg\",\"datePublished\":\"2021-09-30T19:29:00+00:00\",\"dateModified\":\"2022-05-20T18:01:47+00:00\",\"description\":\"In this report, learn why AI is needed to meet the scale and complexities of modern software delivery. 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