Human error is reduced when testing is automated. Machines can “run” test cases and seek suitable behavior, freeing up people’s time to focus on aesthetic issues and drilling down on uncommon edge circumstances rather than performing repetitive testing. Until now, that’s pretty much what the industry expected and desired. To address the needs of continuous integration and delivery, we must turn to AI-powered continuous testing.
With the arrival of Artificial Intelligence (AI) in the domain, even the general test automation situation is changing nowadays. If you want to be successful with test automation, you must use the correct test automation tools and technology.
In this post, we will look at the top Artificial Intelligence based automation testing tools and solutions:
TestCraft is a Selenium-based AI-powered test automation tool/platform for regression and continuous testing. It’s also used to keep track of web applications. Artificial intelligence (AI) technology’s job is to reduce maintenance time and costs by automatically overcoming changes in the app.
The nicest part about TestCraft is that testers can use a drag-and-drop interface to graphically design automated, Selenium-based tests that can be executed on many browsers and work environments at the same time. There is no need for coding knowledge.
Applitools is a software platform for application visual management and AI-powered visual UI testing and monitoring. It offers an end-to-end software testing platform driven by Visual AI that can be utilized by experts in engineering, test automation, manual QA, DevOps, and Digital Transformation teams. Furthermore, the AI and machine learning algorithms are completely adaptive — it scans the app displays and analyses them in the same way that the human eye and brain do, but with the power of a computer.
Applitools is driven by Visual AI, the only AI-powered computer vision that mimics the human eyes and brain to detect functional and visual regressions fast. When compared to typical functional testing, Visual AI-infused tests are 5.8x faster, 3.8 times more stable, and catch 45 percent more defects. Furthermore, Visual AI-powered tests can benefit from the ultrafast speed and stability of our Ultrafast Test Cloud, the next generation of cross-browser testing.
Applitools integrates seamlessly with your existing tests, eliminating the need to write new tests or learn new frameworks. Applitools Eyes captures and analyses a full screen of your application with a single line of code.
All major automated testing frameworks and languages are supported, including Selenium, Cypress, WebdriverIO, Selenium IDE, Testcafe, and Protractor.
You can finally achieve aesthetic perfection across all browsers, devices, and viewports in seconds rather than minutes with Applitools Ultrafast Test Cloud. This new technique to cross-browser testing is both faster and less expensive than traditional ways.
Functionize is a cloud-based automated testing tool for functional, performance, and load testing – a one-stop-shop for all of the above testing. Additionally, this AI-Powered test automation tool makes use of machine learning and artificial intelligence to accelerate test generation, diagnosis, and maintenance. You can create AI-powered tests quickly using the smart agent (Architect) or use Natural Language Processing to automate procedures expressed in plain-text English. To keep up with UI changes, Functionize automatically refreshes your tests using machine learning. Diagnose test failures quickly using one-click SmartFix options.
Functionize is the most powerful corporate AI-powered testing tool/platform in the industry. It assists teams in breaking down testing barriers, allowing enterprises to release more quickly.
One of the best aspects of this tool is that you don’t have to think too hard before running a test – all you have to do is input what you want to test in plain English, and NLP will generate functional test cases. It can also run thousands of tests in minutes from any desktop or mobile browser.
It improves collaboration and integrates with your existing tools. It also tracks your automatic and manual results from TestRail’s central dashboards. Further, it allows for continuous testing by orchestrating tests and triggering before or post actions in external tools via custom extensions.
4. Sauce Labs
Sauce Labs was one of the earliest participants in the cloud-based test automation space, but with all of the data they now have access to, they’re in a wonderful position to apply machine learning and provide some interesting insights.
This is a popular cloud-based test automation solution that makes use of machine learning and artificial intelligence. Sauce Labs supports a wide range of browsers and operating systems, mobile emulators and simulators, and mobile devices, and does it at the speed required by its users to test their apps. It also claims to be the world’s largest continuous testing cloud, with over 800 browser and operating system combinations, 200 mobile emulators and simulators, and thousands of genuine devices at its disposal.
Testim, an automated functional testing tool, employs artificial intelligence and machine learning to accelerate the creation, execution, and maintenance of automated tests. In terms of compatibility, the tool is compatible with a variety of browsers and systems, including Chrome, Firefox, Edge, Internet Explorer, Safari, and Android.
Testim auto-complete recognizes recurring sequences and offers reusable pieces while recording user flows, resulting in well-architected tests. Each recorded UI action provides a one-of-a-kind test step that contains complete information about the element and its parameters.
Testim examines the web application’s complete DOM to determine the properties and associations that uniquely identify each element. To simplify and speed up the authoring process, Testim automatically locks in the element utilizing proprietary, Smart Locators, without requiring user participation.
Sealights is a platform that runs on the cloud. We’re all aware that developers and QA–both managers and engineers–are extremely busy these days, thanks to CI and CD methods that need frequent releases and insufficient time to test the complete program many times.
Their machine learning-like technology examines both your code and the tests that run against it, letting you know exactly what your tests cover and what they don’t. When Sealights says “tests,” they don’t just mean unit tests; they mean any kind of test, from functional to manual to performance.
Sealights makes it simple to design a high-quality dashboard that everyone will see. So, for each build, you’ll be able to see what was tested, the status and coverage, and whether it’s improving, decreasing, or has quality holes.
Artificial intelligence applications, just like automation, allow machines to perform real-world human functions. Visual perception, speech recognition, decision-making, and adaptability are some of the common skills now copied by AI. Selenium is undoubtedly one of the best test automation tools, but AI is already playing a significant part in the domain, and above mentioned are the AI-powered test automation tools available.