Today, we’re excited to announce the release of TestRail 9.5, featuring our AI Test Case Generation capability. This feature transforms how QA teams create and maintain test cases through AI with true QA expertise, delivering 90% faster results while giving testers full control and flexibility.
The real challenge: time vs. strategic value
For years, QA teams have faced the same fundamental challenge: creating comprehensive test cases is time-consuming, often tedious, taking valuable time away from strategic testing activities. Our customers told us they were spending more time documenting test cases than actually executing tests and finding defects.
This seems like a problem that would be easily solved by AI, but here’s what they also told us: AI tools that aren’t trained to understand testing just create more work than they solve for.
Our customers needed a solution that would:
- Dramatically reduce the time spent on routine test case creation
- Generate output that doesn’t require time-consuming rework
- Maintain complete control over quality and coverage decisions
- Integrate seamlessly with existing workflows
- Provide Enterprise-grade security and compliance
Introducing TestRail AI test case generation
Trained on real testing expertise, TestRail AI understands what matters to your work—it understands the difference between functional testing and regression testing, between boundary conditions and happy path scenarios, between test steps and expected results.
Built through extensive interviews with actual testers from inception through design and functionality, our AI capability delivers high-quality, actionable test cases through a unique three-step workflow that keeps humans in control:
1. Define requirements
Input your product requirements and select the appropriate template and section. The AI works with any language input, making it accessible for global teams.
2. Review, edit, and select
This is where our approach differs dramatically from competitors. You get unprecedented control through the ability to:
- Review AI-suggested test cases before generation
- Edit titles and descriptions with real-time AI adaptation
- Select only the test cases you want to generate
- Maintain complete oversight of the process
3. Generate test cases
Create complete test cases with steps and expected results, ready for execution. The AI adapts to your edits and selections, ensuring the final output matches your exact needs.

Why this matters: 90% faster test case creation with complete control
Early adopters report up to 90% faster test case creation while maintaining and often improving quality. But the real value goes beyond speed:
“I am genuinely impressed with the ‘Generate Test Cases with AI’ feature. It’s innovative, intuitive, and incredibly reliable. The ‘Suggest Test Cases’ step stood out as a smart addition, allowing me to review, edit, and select only what I needed. Also, if a test case isn’t right, just updating the title and description is enough for the AI to adjust the steps and expected results based on the changes. A solid 10/10 from my end.” – Customer Testimonial
Built with testers, for testers
What sets TestRail AI apart is our development approach. We didn’t build this in isolation—we built it with testers, conducting extensive interviews from initial concept through design, functionality, and even LLM testing best practices.
This user-centric approach ensures we solve real problems rather than theoretical ones. The result? Features that testers actually want to use, workflows that feel natural, and outcomes that make their expertise more valuable.
The future of truly intelligent testing
In a market flooded with AI solutions that don’t understand what’s meaningful to your work, TestRail AI stands above the rest with truly intelligent testing. And test case generation is just the beginning—learn more about TestRail’s AI-driven features that enable your team to ship releases faster than ever before, while still maintaining complete control and staying fully compliant.




