Which AI tools are used in software testing?

AI tools used in Software testing help teams automate test creation, improve defect detection, and speed up release cycles. In 2026, popular AI-powered testing tools include Testim, Functionize, Mabl, Applitools, and ACCELQ. These platforms use machine learning to create self-healing test scripts, perform visual validation, predict risk areas, and optimize regression testing. AI testing tools can also analyze user behavior, detect flaky tests, and reduce maintenance effort. Many QA teams now integrate AI tools with CI/CD pipelines for faster feedback. If you’re entering automation or QA, understanding how AI enhances software testing is becoming a critical skill.