Artificial Intelligence (AI) is transforming various aspects of our lives, and software testing is no exception. AI software testing refers to quality testing activities using well-designed quality validation models, methods, and tools driven by AI. The purpose is to test the intelligence, functions, and features of a system based on machine-learning models and technologies. These activities revolve around validating the capabilities and behaviors of AI technology and ensuring high quality in system quality parameters.
The significance of using AI in software testing comes to light when we understand that most existing and future software will be developed with AI-based features and functions. There’s a lack of AI-based testing methods and solutions, making it critical for businesses to harness the capabilities of best AI testing tools.
Why Choose AI-powered Software Testing Tools?
Traditional techniques and tools are not equipped to test AI-based features and functions. This gap necessitates the need for AI tools for test automation.
AI test automation tools are widely known among developers, being embraced by even significant enterprises. These tools provide a unified platform to execute and maintain test automation across various devices and browsers. With the adoption of these tools, businesses can expedite the delivery of application and software product releases.
Several AI testing tools are available in the market, each offering diverse features to ensure system integrity and quality.
Top AI Testing Tools in 2023
Mabl
Mabl is a reliable enterprise SaaS solution that uses low-code test automation to strengthen high-velocity teams. It boasts a unified platform to execute and maintain test automation across different mobiles, browsers, and API. Its API testing, SaaS testing, and auto-healing capabilities make it a powerful tool.
Functionize
Functionize is an AI-based test automation tool designed to improve test creation, eliminate test flakiness, and accelerate releases. Teams of all sizes can leverage this tool to streamline their testing processes.
Testim
Testim is another powerful AI testing tool, known for its record modular tests, JavaScript customization, root-cause analysis, and auto-improving smart locators.
Applitools
Applitools steps in as an AI testing tool equipped with Visual AI testing, tracking bugs and their root causes, and compatibility with every interface.
TestCraft
TestCraft distinguishes itself with scriptless testing tools, adaptive AI/ML technology, and quick automation capabilities.
Eggplant Functional
Eggplant functional uses image-based technology, supporting the automation of most of the operating systems, and provides flexibility in test designs, improved testing, and real-time device use for testing.
Playwright
Playwright supports end-to-end testing across different browsers using a single API, robust GUI tools for debugging, and a strong emphasis on usability.
Katalon
Katalon offers low code with high scalability and versatile test designs. It supports diverse testing methodologies and integrates natively with CI/CD and ALM tools.
Ranorex Studio
Ranorex Studio supports full-fledged automation for a high-quality delivery of mobile and desktop applications.
Sauce Labs
Sauce Labs supports continuous testing solutions, error reporting, and is compatible with most of the operating systems.
As you can see, there are a host of AI-powered testing tools available in the market. Each provides unique features, and your choice totally depends on your specific business requirements. The right tool can significantly improve your business operations and contribute to its long-term success.
Tags: #AI #SoftwareTesting #AutomationTools #QualityAssurance