AI Test Case Generation — Every User Story Deserves a Complete Test Suite. AI Makes That Possible.
Generate complete test cases — steps, expected results, positive and negative scenarios — from any user story in under 5 minutes. Automated test case creation that cuts test creation time by up to 40%.
Trusted by QA teams that test everything, not just what time allows
Reduction in test case creation time reported by WalnutAI customers
To generate a complete test case with positive and negative scenarios from a user story
Faster than a QA engineer writing the same test case manually
Stop choosing which stories get tested because you don't have time for all of them
The average QA engineer spends 30 to 45 minutes writing a single complete test case from a user story — and most sprints have more stories than available QA time. The result: complex, edge-case-heavy stories get shallow test coverage, and some get none at all. WalnutAI generates a complete, reviewable test case in under 5 minutes, making full coverage achievable for every story in every sprint.
Get a complete, reviewable test case in under 5 minutes
Select a user story, choose your test types, and WalnutAI returns a fully structured test case — prerequisites, step-by-step instructions, expected results per step, overall expected outcome, and test data suggestions — for both positive and negative scenarios, in minutes.
Test cases grounded in how the feature was actually built
If gap analysis has been run on the project, WalnutAI incorporates the actual code context into test generation — so the cases reflect how the feature behaves in the implementation, not just what the story spec says it should do.
Generate across an entire sprint, not just one story at a time
Single-story generation misses the bigger picture. Batch mode runs across an entire sprint or module so WalnutAI understands how stories connect — shared data flows, integration boundaries, and cross-feature dependencies all feed into more contextually accurate test cases. Select your scope, generate the full suite, and duplicate detection handles the cleanup.
Every case goes through human review before it’s saved
No AI-generated test case is committed to your project without QA approval. Review, edit, or regenerate any case in the structured review interface — and convert approved cases directly into executable Playwright scripts with smart recording.
Ready to ship with confidence?
See how WalnutAI connects requirements, code, testing, and deployment into one intelligent workflow.