What Are AI-Enabled Software Testing Tools?
AI-enabled software testing tools leverage machine learning, natural language processing (NLP), and advanced AI models to automate complex testing workflows. These tools eliminate manual scripting, improve accuracy, reduce test maintenance, and scale test automation across multiple platforms and environments. In 2024, they are the backbone of efficient CI/CD pipelines, allowing teams to deliver top-quality software at breakneck speeds.
What Are the Benefits Of Using AI In Software Testing?
- Efficiency Boost: Automate those repetitive tasks, freeing up your team to focus on innovation and strategy.
- Unmatched Accuracy: AI minimizes human error, ensuring your tests are precise and reliable.
- Scalability: Test across multiple devices and platforms with ease, ensuring comprehensive coverage.
- Reduced Maintenance: Self-healing tests mean less manual upkeep and lower costs.
- Improved Test Coverage: AI helps generate comprehensive tests that cover both common workflows and edge cases, leading to more robust software.
What Are the Top 10 AI-Enabled Testing Tools In 2024?
Here are the AI-powered tools leading the pack in 2024:
- SpiraPlan: Augments test and software project management with the power of AI.
- Rapise: Automates tests across platforms with advanced AI support.
- Mable: Prioritizes reliability and enhances human tester efforts.
- Applitools Eyes: Leverages Visual AI to enhance visual and functional testing.
- TestCraft: Automates test generation and provides new test ideas.
- Katalon: TrueTest™ AI optimizes regression testing.
- Testsigma: Simplifies test automation with AI.
- Keysight Eggplant Test: Simulates user journeys and ensures thorough testing.
- Leapwork: Codeless test automation platform to ensure accuracy in AI applications.
- Functionize: Streamlines test editing and maintenance.
Which AI-enabled Software Testing Tool Are Best Suited To Transform Your Workflow?
Let's examine the AI features in more detail, compare products, and find the right fit for your software testing strategy.
1. SpiraPlan
SpiraPlan integrates powerful test and project management features with AI-driven automation, enabling automated test case generation, risk analysis, and project tracking—all within a unified platform. It optimizes workflows, especially for teams in regulated industries.
What are the AI capabilities in SpiraPlan?
- Test Case Generation: Automatically generates test cases, development tasks, risks, and BDD scenarios from user stories.
- Risk Identification: Identifies potential risks like security vulnerabilities and offers mitigation strategies.
- ChatGPT and Azure OpenAI Plugin: ChatGPT and Azure OpenAI plugins allow private LLM interactions for secure, productivity-enhancing AI-driven workflows.
Best For: Teams that need a unified solution for test and project management, particularly in regulated environments requiring strong requirements traceability and privacy.
Free Trial: Offers a 30-day free trial
Try SpiraPlan to transform your workflows with AI-powered test management and risk analysis features. Click here!
2. Rapise
Rapise, another Inflectra product, focuses on automating tests across desktop, web, and mobile platforms. Its GenAI Assistant automates the creation of test scripts and synthetic data, making it a powerful tool for scaling test automation across multiple environments.
Best For: Multi-platform automation in complex environments requiring robust, AI-powered debugging and self-healing capabilities.
What are the AI capabilities in Rapise?
- Generative AI Assistant: Automates the conversion of natural language into executable test scripts, simplifying test creation and speeding up synthetic data generation. This new functionality helps human testers create automation scripts more efficiently and ensures smoother test script maintenance.
- Self-Healing Automation: AI-driven scripts adapt dynamically to UI changes, significantly reducing maintenance costs and improving test reliability.
- AI Co-Pilot: Provides real-time code snippets, debugging assistance, and intelligent solutions to common automation challenges, allowing teams to quickly resolve issues and enhance test scripts.
Free Trial: offers 30-day free trial
Try Rapise now and unlock the power of intelligent test creation and self-healing automation today!
3. Mabl
Mable is an AI-native platform that integrates AI deeply into the core of its test automation functionality. It prioritizes enhancing the efforts of human testers by improving reliability and minimizing flaky tests.
Best For: Teams focused on continuous integration and delivery who need reliable, AI-powered test automation that enhances the tester’s role.
What are the AI capabilities in Mable?
- AI-Augmented Test Creation: MAble’s GenAI assists with scripting and assertions using natural language, making complex scenarios easier to automate.
- AI-Driven Reliability: Machine learning and expert systems handle dynamic test adjustments and auto-healing while reducing test flakiness.
- User Experience Insights: Computer vision is used to detect visual changes and performance anomalies, ensuring the focus remains on user experience.
Free Trial: offers 14-day free trial
4. Applitools Eyes
Applitools Eyes leverages Visual AI to enhance the speed, accuracy, and precision of visual and functional testing across web, mobile, and desktop applications. Its AI mimics the human eye, automatically detecting visual and functional regressions by comparing baseline images across platforms, browsers, and devices.
Best For: Teams focused on ensuring both visual and functional integrity across multiple environments, especially in cross-browser and cross-device testing scenarios.
What are the AI capabilities in Applitools Eyes?
- Visual & Functional Regression Detection: Mimics the human eye to automatically detect even subtle changes and imperfections in user interfaces, eliminating the need for complex manual assertions.
- Cross-Browser and Device Testing: Validates visual integrity across a wide range of platforms, browsers, and devices within seconds, ensuring a consistent user experience across all environments.
- AI-Powered Test Maintenance: Intelligently groups similar changes for easier test maintenance, streamlining updates and reducing the effort required to keep tests up-to-date.
Free Trial: offers 14-day free trial
5. TestCraft
TestCraft is a free app. It harnesses the power of GPT-4, to significantly enhance the software testing process. It is designed to automate test generation, provide innovative test ideas, and improve overall workflow efficiency, making it an ideal tool for fast-paced development environments.
Best For: Teams seeking to minimize manual test scripting and increase creativity in testing while ensuring accessibility and efficiency.
What are the AI capabilities in TestCraft?
- Automated Test Generation: Uses AI to automatically generate test cases aligned with popular frameworks and languages, eliminating manual scripting.
- AI-Powered Test Ideas: Generates creative and innovative test ideas tailored to specific project needs, ensuring comprehensive test coverage.
- Adaptive Learning: Continuously refines its test suggestions as it processes more data, ensuring relevant and accurate results over time.
Free Trial: N/A
6. Katalon
Katalon provides an all-in-one automation solution that covers web, mobile, API, and desktop testing, with AI playing a pivotal role through its TrueTest™ feature. TrueTest is designed to optimize regression testing by automatically generating, updating, and maintaining tests based on real user behavior.
Best For: Teams looking for a low-code platform that scales with their testing needs across various platforms and prioritizes regression testing efficiency.
What are the AI capabilities in Katalon?
- TrueTest™ AI Regression Testing: Automatically generates AI-driven regression tests based on real user activity, covering both common flows and edge cases to ensure comprehensive test coverage.
- Zero Maintenance: TrueTest updates the tests as the application changes, removing the need for manual maintenance.
Free Trial: offers 30-day free trial
7. Testsigma
Testsigma leverages AI to simplify test automation by making test creation easier, reducing maintenance, and expanding coverage. It’s designed to be accessible to non-technical users while providing advanced capabilities for technical teams.
Best For: Teams looking for an AI-powered test automation platform that streamlines testing while increasing efficiency and coverage.
What are the AI capabilities in TestSigma?
- AI-Powered Test Creation: Uses GenAI and NLP to generate test cases from prompts, user stories, or simple English, making test authoring easier for non-technical users. It also auto-generates unit tests from API schemas or JSON files.
- Self-Healing Tests: AI adapts locators automatically as element properties change, reducing false test failures and improving test resilience.
- Intelligent Test Suggestions: Leverages machine learning to suggest relevant test scenarios and cases, ensuring comprehensive coverage.
Free Trial: offers 30-day free trial
8. Keysight Eggplant Test
Keysight’s Eggplant Test uses AI to simulate real user journeys, ensuring functional, performance, and usability testing across web, desktop, and mobile applications. Its AI-powered features aim to reduce maintenance costs, streamline development, and scale up enterprise testing with full test coverage across devices and platforms.
Best For: Teams needing to simulate user interactions to detect performance issues and usability bottlenecks early in the development process.
What are the AI capabilities in Eggplant Test?
- Scriptless Testing Modeling: Reduces maintenance costs with a scriptless approach that relies on AI to model tests.
- AI-Powered Exploratory Testing: Produces actionable insights by using AI for exploratory testing, helping to uncover hidden issues.
Free Trial: offers 30-day free trial
9. Leapwork
Leapwork is a codeless test automation platform that uses AI to ensure trust, accuracy, and compliance in AI applications. It simplifies workflow creation and automates processes without the need for deep coding knowledge, making it accessible to a wide range of teams.
Best For: Teams looking for an easy-to-use, visual automation platform that simplifies automation workflows and enhances trust in AI applications.
What are the AI capabilities in Leapwork?
- AI Validate: Compares AI-generated responses with expected outcomes to ensure accuracy and prevent incorrect outputs.
- AI Transform: Performs complex data manipulations tailored to specific testing needs, enhancing data utility and streamlining workflows.
- AI Generate: Produces realistic and varied datasets for comprehensive testing, simulating real-world scenarios to ensure robust AI applications.
Free Trial: offers 30-day free trial
10. Functionize
Functionize leverages GenAI and advanced machine learning to streamline test editing and maintenance, providing intelligent automation that simplifies complex workflows.
Best For: Teams seeking a near-autonomous solution for test maintenance and real-time test editing with AI precision.
What are the AI capabilities in Functionaze?
- testGPT Maintenance: Delivers near-autonomous test case maintenance, enabling tests to self-update with AI precision.
- SmartFix: Provides AI-powered suggestions to fix broken tests and improve element selection and verification.
Free Trial: offers 14-day free trial
AI-powered testing tools are the future of software quality assurance. Start leveraging the power of AI today to deliver more reliable software and stay ahead of the curve!
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