{"id":3409,"date":"2019-06-05T10:41:13","date_gmt":"2019-06-05T10:41:13","guid":{"rendered":"https:\/\/www.kovair.com\/blog\/?p=3409"},"modified":"2025-09-03T11:06:08","modified_gmt":"2025-09-03T11:06:08","slug":"role-of-artificial-intelligence-software-development-testing","status":"publish","type":"post","link":"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/","title":{"rendered":"The Role of Artificial Intelligence in Software Development and Testing"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-3410\" src=\"https:\/\/www.kovair.com\/blog\/wp-content\/uploads\/sites\/2\/2019\/06\/blog-graphics-201.jpg\" alt=\"The Role of Artificial Intelligence in Software Development and Testing\" width=\"1000\" height=\"500\" srcset=\"https:\/\/www.kovair.com\/blogs\/wp-content\/uploads\/sites\/2\/2019\/06\/blog-graphics-201.jpg 1000w, https:\/\/www.kovair.com\/blogs\/wp-content\/uploads\/sites\/2\/2019\/06\/blog-graphics-201-300x150.jpg 300w, https:\/\/www.kovair.com\/blogs\/wp-content\/uploads\/sites\/2\/2019\/06\/blog-graphics-201-768x384.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>According to Garter, artificial intelligence will be omnipresent in all spheres of technology and will successfully make its presence prominent among the top investment priority of CIOs by 2020. Going by the figures of the market research firm, the worldwide scope for artificial intelligence in 2019 is approximately $6.36 billion in North America.<\/p>\n<p>Technical masters like Amazon, Facebook, Google, and many others spend a huge sum of money on acquiring artificial intelligence (AI) in software.<\/p>\n<p>AI emerged as an enterprise technology and has changed the outlook of everything, including software development and software testing. It is therefore important that we take a minute to look into the role of artificial intelligence in software development and testing.<\/p>\n<ul>\n<li>\n<h3><strong> Higher level of precision <\/strong><\/h3>\n<\/li>\n<\/ul>\n<p>It is natural for humans to make errors. Even highly skilled testers sometimes end up making mistakes while performing annual testing. With automated testing, similar steps can be executed with precision every time the task of testing is undertaken and never miss an opportunity to notify specific outcomes. Testers are exempted from ongoing manual examination and they can have a more significant proportion of time to develop new automated software tests and manage chic properties.<\/p>\n<p>Artificial intelligence can help to overcome the drawbacks of annual testing. It is practically unsustainable for leading software or quality assurance (QA) segments to perform a well-managed web app test with more than thousands of users. With the help of <a href=\"https:\/\/www.kovair.com\/blogs\/5-integrations-for-powerful-automation-testing\/\">automated testing<\/a>, the user can trigger tens, hundreds, or thousands of optical group of users who can communicate with a network, software, or web-based app.<\/p>\n<p>[the_ad id=&#8221;2867&#8243;]<\/p>\n<ul>\n<li>\n<h3><strong> Massive support for developers as well as testers<\/strong><\/h3>\n<\/li>\n<\/ul>\n<p>Developers can utilize the shared tests conducted by the computing device to monitor errors instantly before sending it for quality assurance. These tests can function automatically as and when the source code alterations are examined based on which the squad or the mobile app development company can be notified accordingly if a test result turns out to be unsuccessful. Different properties like these help in securing time for developers and boost their self-confidence.<\/p>\n<p>Below is a list of some additional resources that can be helpful:<\/p>\n<ul>\n<li>Top 20 Useful Artificial Intelligence App For Android And iOS<\/li>\n<li><a href=\"https:\/\/www.kovair.com\/blogs\/can-ai-leverage-devops-without-data\/\" target=\"_blank\" rel=\"bookmark noopener noreferrer\">Can AI Leverage DevOps Without Data?<\/a><\/li>\n<li>9 of the top trends to look for Artificial Intelligence<\/li>\n<li>\n<h3><strong> Leveraging the whole test scope <\/strong><\/h3>\n<\/li>\n<\/ul>\n<p>In software testing, with the help of artificial intelligence, the user can leverage the complete coverage and depth of tests, thereby leading to massive enhancement in software quality. Artificial intelligence driven software testing enables looking into the storage capacity and document content, internal strategy states, and data tables to ascertain whether the software is acting as it should or not. On the whole, test automation can perform more than a thousand various test cases in each test run, offering a scope that would never have been possible through manual testing.<\/p>\n<ul>\n<li>\n<h3><strong> Less time consuming and helps in quick marketing <\/strong><\/h3>\n<\/li>\n<\/ul>\n<p>With the help of software tests being replicated, every time source code is altered, repetitive manual tests can prove to be time-consuming and tremendously expensive.<\/p>\n<p>On the other hand, once developed, machine learning and testing together can be performed continuously without the need to incur any extra expenses.<\/p>\n<p>The total time taken for software testing can be reduced from two or three days to a few hours, which indirectly helps to save money.<\/p>\n<h3><strong>To Wrap Up <\/strong><\/h3>\n<p>Integrating artificial intelligence (AI) with software testing and software development can help to build a society where software can be swiftly examined, diagnosed, and modified.<\/p>\n<p>Artificial intelligence testing will permit high-quality engineering and will decrease the total time taken for examination and development. As a result, it will help to secure time, money, and resources; while allowing testers to pay attention to performing prime activities such as launching quality software.<\/p>\n  <div class=\"related-post grid\">\r\n        <div class=\"headline\">Related Posts<\/div>\r\n    <div class=\"post-list \">\r\n\r\n            <div class=\"item\">\r\n            <div class=\"thumb post_thumb\">\r\n    <a  title=\"What is Agentic Analytics? The Next Evolution of Business Intelligence\" href=\"https:\/\/www.kovair.com\/blogs\/what-is-agentic-analytics-the-next-evolution-of-business-intelligence\/\">\r\n\r\n      <img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/www.kovair.com\/blogs\/wp-content\/uploads\/sites\/2\/2026\/04\/blog-graphics-1120-800x500.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"Agentic Analytics\" \/>\r\n\r\n    <\/a>\r\n  <\/div>\r\n\r\n  <a class=\"title post_title\"  title=\"What is Agentic Analytics? The Next Evolution of Business Intelligence\" href=\"https:\/\/www.kovair.com\/blogs\/what-is-agentic-analytics-the-next-evolution-of-business-intelligence\/\">\r\n        What is Agentic Analytics? The Next Evolution of Business Intelligence  <\/a>\r\n\r\n        <\/div>\r\n              <div class=\"item\">\r\n            <div class=\"thumb post_thumb\">\r\n    <a  title=\"Future of AI App Development: 2026 Industry Outlook\" href=\"https:\/\/www.kovair.com\/blogs\/future-of-ai-app-development\/\">\r\n\r\n      <img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/www.kovair.com\/blogs\/wp-content\/uploads\/sites\/2\/2026\/04\/blog-graphics-1119-800x500.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"App Development\" \/>\r\n\r\n    <\/a>\r\n  <\/div>\r\n\r\n  <a class=\"title post_title\"  title=\"Future of AI App Development: 2026 Industry Outlook\" href=\"https:\/\/www.kovair.com\/blogs\/future-of-ai-app-development\/\">\r\n        Future of AI App Development: 2026 Industry Outlook  <\/a>\r\n\r\n        <\/div>\r\n              <div class=\"item\">\r\n            <div class=\"thumb post_thumb\">\r\n    <a  title=\"Zero-Downtime Data Migration Strategies for Financial Institutions (2026 Guide)\" href=\"https:\/\/www.kovair.com\/blogs\/zero-downtime-data-migration-strategies-for-financial-institutions\/\">\r\n\r\n      <img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/www.kovair.com\/blogs\/wp-content\/uploads\/sites\/2\/2026\/03\/blog-graphics-1117-800x500.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"Zero-Downtime Data Migration Strategies\" \/>\r\n\r\n    <\/a>\r\n  <\/div>\r\n\r\n  <a class=\"title post_title\"  title=\"Zero-Downtime Data Migration Strategies for Financial Institutions (2026 Guide)\" href=\"https:\/\/www.kovair.com\/blogs\/zero-downtime-data-migration-strategies-for-financial-institutions\/\">\r\n        Zero-Downtime Data Migration Strategies for Financial Institutions (2026 Guide)  <\/a>\r\n\r\n        <\/div>\r\n      \r\n  <\/div>\r\n\r\n  <script>\r\n      <\/script>\r\n  <style>\r\n    .related-post {}\r\n\r\n    .related-post .post-list {\r\n      text-align: left;\r\n          }\r\n\r\n    .related-post .post-list .item {\r\n      margin: 10px;\r\n      padding: 0px;\r\n          }\r\n\r\n    .related-post .headline {\r\n      font-size: 18px !important;\r\n      color: #999999 !important;\r\n          }\r\n\r\n    .related-post .post-list .item .post_thumb {\r\n      max-height: 150px;\r\n      margin: 10px 0px;\r\n      padding: 0px;\r\n      display: block;\r\n          }\r\n\r\n    .related-post .post-list .item .post_title {\r\n      font-size: 14px;\r\n      color: #3f3f3f;\r\n      margin: 10px 0px;\r\n      padding: 0px;\r\n      display: block;\r\n      text-decoration: none;\r\n          }\r\n\r\n    .related-post .post-list .item .post_excerpt {\r\n      font-size: 13px;\r\n      color: #3f3f3f;\r\n      margin: 10px 0px;\r\n      padding: 0px;\r\n      display: block;\r\n      text-decoration: none;\r\n          }\r\n\r\n    @media only screen and (min-width: 1024px) {\r\n      .related-post .post-list .item {\r\n        width: 30%;\r\n      }\r\n    }\r\n\r\n    @media only screen and (min-width: 768px) and (max-width: 1023px) {\r\n      .related-post .post-list .item {\r\n        width: 90%;\r\n      }\r\n    }\r\n\r\n    @media only screen and (min-width: 0px) and (max-width: 767px) {\r\n      .related-post .post-list .item {\r\n        width: 90%;\r\n      }\r\n    }\r\n\r\n      <\/style>\r\n    <\/div>\r\n","protected":false},"excerpt":{"rendered":"<p>According to Garter, artificial intelligence will be omnipresent in all spheres of technology and will successfully make its presence prominent among the top investment priority&#8230;..<\/p>\n","protected":false},"author":55,"featured_media":3410,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,21],"tags":[26,35,87,108,113],"class_list":["post-3409","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-alm","category-technologies","tag-ai","tag-artificial-intelligence","tag-knowledge-base","tag-software-development","tag-test-automation"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Artificial Intelligence in Software Development, Testing - Kovair Blog<\/title>\n<meta name=\"description\" content=\"Read more about - The Role of Artificial Intelligence in Software Development and Testing\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artificial Intelligence in Software Development, Testing - Kovair Blog\" \/>\n<meta property=\"og:description\" content=\"Read more about - The Role of Artificial Intelligence in Software Development and Testing\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/\" \/>\n<meta property=\"og:site_name\" content=\"Kovair Blog\" \/>\n<meta property=\"article:published_time\" content=\"2019-06-05T10:41:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-03T11:06:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kovair.com\/blogs\/wp-content\/uploads\/sites\/2\/2019\/06\/blog-graphics-201.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Manan Ghadawala\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Manan Ghadawala\" \/>\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:\\\/\\\/www.kovair.com\\\/blogs\\\/role-of-artificial-intelligence-software-development-testing\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/role-of-artificial-intelligence-software-development-testing\\\/\"},\"author\":{\"name\":\"Manan Ghadawala\",\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/#\\\/schema\\\/person\\\/c65263dc99059925425b026263f740c9\"},\"headline\":\"The Role of Artificial Intelligence in Software Development and Testing\",\"datePublished\":\"2019-06-05T10:41:13+00:00\",\"dateModified\":\"2025-09-03T11:06:08+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/role-of-artificial-intelligence-software-development-testing\\\/\"},\"wordCount\":636,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/role-of-artificial-intelligence-software-development-testing\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2019\\\/06\\\/blog-graphics-201.jpg\",\"keywords\":[\"AI\",\"Artificial Intelligence\",\"Knowledge Base\",\"Software development\",\"Test Automation\"],\"articleSection\":[\"Application Lifecycle Management\",\"Technologies\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/role-of-artificial-intelligence-software-development-testing\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/role-of-artificial-intelligence-software-development-testing\\\/\",\"url\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/role-of-artificial-intelligence-software-development-testing\\\/\",\"name\":\"Artificial Intelligence in Software Development, Testing - Kovair Blog\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/role-of-artificial-intelligence-software-development-testing\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/role-of-artificial-intelligence-software-development-testing\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2019\\\/06\\\/blog-graphics-201.jpg\",\"datePublished\":\"2019-06-05T10:41:13+00:00\",\"dateModified\":\"2025-09-03T11:06:08+00:00\",\"description\":\"Read more about - The Role of Artificial Intelligence in Software Development and Testing\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/role-of-artificial-intelligence-software-development-testing\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/role-of-artificial-intelligence-software-development-testing\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/role-of-artificial-intelligence-software-development-testing\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2019\\\/06\\\/blog-graphics-201.jpg\",\"contentUrl\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2019\\\/06\\\/blog-graphics-201.jpg\",\"width\":1000,\"height\":500,\"caption\":\"The Role of Artificial Intelligence in Software Development and Testing\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/role-of-artificial-intelligence-software-development-testing\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The Role of Artificial Intelligence in Software Development and Testing\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/#website\",\"url\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/\",\"name\":\"Kovair Blog\",\"description\":\"Kovair Latest Updates and Articles\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/#organization\",\"name\":\"Kovair Blog\",\"url\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2025\\\/07\\\/Kovair-blog-logo-2023-1.png\",\"contentUrl\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2025\\\/07\\\/Kovair-blog-logo-2023-1.png\",\"width\":275,\"height\":50,\"caption\":\"Kovair Blog\"},\"image\":{\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/#\\\/schema\\\/person\\\/c65263dc99059925425b026263f740c9\",\"name\":\"Manan Ghadawala\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b4bc57ce2f29f6df62755a9c5b39fcedc62b0dbe2c9378e42f8f84cfd1bd7fa5?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b4bc57ce2f29f6df62755a9c5b39fcedc62b0dbe2c9378e42f8f84cfd1bd7fa5?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b4bc57ce2f29f6df62755a9c5b39fcedc62b0dbe2c9378e42f8f84cfd1bd7fa5?s=96&d=mm&r=g\",\"caption\":\"Manan Ghadawala\"},\"url\":\"https:\\\/\\\/www.kovair.com\\\/blogs\\\/author\\\/manan-ghadawala\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Artificial Intelligence in Software Development, Testing - Kovair Blog","description":"Read more about - The Role of Artificial Intelligence in Software Development and Testing","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:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/","og_locale":"en_US","og_type":"article","og_title":"Artificial Intelligence in Software Development, Testing - Kovair Blog","og_description":"Read more about - The Role of Artificial Intelligence in Software Development and Testing","og_url":"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/","og_site_name":"Kovair Blog","article_published_time":"2019-06-05T10:41:13+00:00","article_modified_time":"2025-09-03T11:06:08+00:00","og_image":[{"width":1000,"height":500,"url":"https:\/\/www.kovair.com\/blogs\/wp-content\/uploads\/sites\/2\/2019\/06\/blog-graphics-201.jpg","type":"image\/jpeg"}],"author":"Manan Ghadawala","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Manan Ghadawala","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/#article","isPartOf":{"@id":"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/"},"author":{"name":"Manan Ghadawala","@id":"https:\/\/www.kovair.com\/blogs\/#\/schema\/person\/c65263dc99059925425b026263f740c9"},"headline":"The Role of Artificial Intelligence in Software Development and Testing","datePublished":"2019-06-05T10:41:13+00:00","dateModified":"2025-09-03T11:06:08+00:00","mainEntityOfPage":{"@id":"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/"},"wordCount":636,"commentCount":0,"publisher":{"@id":"https:\/\/www.kovair.com\/blogs\/#organization"},"image":{"@id":"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/#primaryimage"},"thumbnailUrl":"https:\/\/www.kovair.com\/blogs\/wp-content\/uploads\/sites\/2\/2019\/06\/blog-graphics-201.jpg","keywords":["AI","Artificial Intelligence","Knowledge Base","Software development","Test Automation"],"articleSection":["Application Lifecycle Management","Technologies"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/","url":"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/","name":"Artificial Intelligence in Software Development, Testing - Kovair Blog","isPartOf":{"@id":"https:\/\/www.kovair.com\/blogs\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/#primaryimage"},"image":{"@id":"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/#primaryimage"},"thumbnailUrl":"https:\/\/www.kovair.com\/blogs\/wp-content\/uploads\/sites\/2\/2019\/06\/blog-graphics-201.jpg","datePublished":"2019-06-05T10:41:13+00:00","dateModified":"2025-09-03T11:06:08+00:00","description":"Read more about - The Role of Artificial Intelligence in Software Development and Testing","breadcrumb":{"@id":"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/#primaryimage","url":"https:\/\/www.kovair.com\/blogs\/wp-content\/uploads\/sites\/2\/2019\/06\/blog-graphics-201.jpg","contentUrl":"https:\/\/www.kovair.com\/blogs\/wp-content\/uploads\/sites\/2\/2019\/06\/blog-graphics-201.jpg","width":1000,"height":500,"caption":"The Role of Artificial Intelligence in Software Development and Testing"},{"@type":"BreadcrumbList","@id":"https:\/\/www.kovair.com\/blogs\/role-of-artificial-intelligence-software-development-testing\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.kovair.com\/blogs\/"},{"@type":"ListItem","position":2,"name":"The Role of Artificial Intelligence in Software Development and Testing"}]},{"@type":"WebSite","@id":"https:\/\/www.kovair.com\/blogs\/#website","url":"https:\/\/www.kovair.com\/blogs\/","name":"Kovair Blog","description":"Kovair Latest Updates and Articles","publisher":{"@id":"https:\/\/www.kovair.com\/blogs\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.kovair.com\/blogs\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.kovair.com\/blogs\/#organization","name":"Kovair Blog","url":"https:\/\/www.kovair.com\/blogs\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.kovair.com\/blogs\/#\/schema\/logo\/image\/","url":"https:\/\/www.kovair.com\/blogs\/wp-content\/uploads\/sites\/2\/2025\/07\/Kovair-blog-logo-2023-1.png","contentUrl":"https:\/\/www.kovair.com\/blogs\/wp-content\/uploads\/sites\/2\/2025\/07\/Kovair-blog-logo-2023-1.png","width":275,"height":50,"caption":"Kovair Blog"},"image":{"@id":"https:\/\/www.kovair.com\/blogs\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.kovair.com\/blogs\/#\/schema\/person\/c65263dc99059925425b026263f740c9","name":"Manan Ghadawala","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/b4bc57ce2f29f6df62755a9c5b39fcedc62b0dbe2c9378e42f8f84cfd1bd7fa5?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/b4bc57ce2f29f6df62755a9c5b39fcedc62b0dbe2c9378e42f8f84cfd1bd7fa5?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b4bc57ce2f29f6df62755a9c5b39fcedc62b0dbe2c9378e42f8f84cfd1bd7fa5?s=96&d=mm&r=g","caption":"Manan Ghadawala"},"url":"https:\/\/www.kovair.com\/blogs\/author\/manan-ghadawala\/"}]}},"_links":{"self":[{"href":"https:\/\/www.kovair.com\/blogs\/wp-json\/wp\/v2\/posts\/3409","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kovair.com\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kovair.com\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kovair.com\/blogs\/wp-json\/wp\/v2\/users\/55"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kovair.com\/blogs\/wp-json\/wp\/v2\/comments?post=3409"}],"version-history":[{"count":2,"href":"https:\/\/www.kovair.com\/blogs\/wp-json\/wp\/v2\/posts\/3409\/revisions"}],"predecessor-version":[{"id":13604,"href":"https:\/\/www.kovair.com\/blogs\/wp-json\/wp\/v2\/posts\/3409\/revisions\/13604"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kovair.com\/blogs\/wp-json\/wp\/v2\/media\/3410"}],"wp:attachment":[{"href":"https:\/\/www.kovair.com\/blogs\/wp-json\/wp\/v2\/media?parent=3409"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kovair.com\/blogs\/wp-json\/wp\/v2\/categories?post=3409"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kovair.com\/blogs\/wp-json\/wp\/v2\/tags?post=3409"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}