AI is steadily proving to be a reliable tool in software development and testing domain. Seeing the increasing complexity in mobile app testing, cross-browser testing, and codeless automation, AI-powered automation testing tools are a boon. In this article, we’ll explore some of the top AI automation testing tools that can help you optimize your development process.
Harnessing AI for Mobile App Testing
Mobile app testing aims at validating the usability, functionality, and performance of an app before it’s release. Let’s look at some AI-based tools for effective mobile app testing:
TestGrid
TestGrid provides a host of features for efficient mobile app testing. These include:
- Case generation through AI
- Access to a range of real iOS and Android devices
- Testing for battery life, network strength, responsiveness and swipe gestures
- Codeless creation of test cases
- Support for PHP, Ruby, Python, Java, C#, and .NET
Appvance IQ
Appvance IQ is a testing platform that provides a comprehensive solution for mobile app testing. It uses AI Blueprinting for mobile, which automatically identifies locators to be used in Mobile Designer scripts, making the test creation process much more efficient.
Functionize
Functionize is designed for mobile app testing and equipped with machine learning capabilities. Its unique Adaptive Event Analysis feature can predict user interactions to ensure that your app is prepared for real-world scenarios, reducing test maintenance time by 85%.
AI-Powered Tools for Cross Browser Testing
Cross-browser testing tools powered by AI can ensure an optimal functioning of your website across different web browsers.
TestGrid for Cross Browser Testing
TestGrid also comes in handy for cross-browser testing. Its cloud-based platform uses AI to enhance testing capabilities and lets developers test their web applications on various browsers and operating systems.
Copado
Copado is an AI-powered DevOps platform that offers cross-browser testing, letting developers automate the process across different browsers and devices.
Katalon Studio
Katalon Studio offers solutions for mobile, web, API, and Desktop application Testing. Its AI-based self-healing feature fixes broken test scripts automatically when changes are discovered.
AI Tools for Codeless Automation
AI-based tools for codeless automation use predefined logic and AI algorithms. They include platforms such as TestGrid, Katalon Studio, ACCELQ, Mabl, Applitools, and Functionize. These platforms provide ample features like codeless test creation, self-healing tests, seamless integration with popular tools, automatic test execution and more.
AI for Mobile and Web App Development
Tools like TensorFlow, OpenCV, and ML Kit are used extensively for AI-powered mobile app development. For web development, ChatGPT, Copilot by GitHub, and Sketch2Code are popular.
Conclusion
Choosing the right AI automation tool is crucial for companies to improve efficiency, reduce errors, and speed up complex testing processes. This transformative technology is getting more important each passing day in the digital era and is primed to revolutionize how we approach app development and testing.