Generate Test Cases from Requirements
Paste a requirement or link a Jira/GitHub/GitLab issue — AI generates structured test cases with steps, priorities, and expected results instantly.
How It Works
Describe
Paste requirement text or link an issue from Jira, GitHub, or GitLab.
Generate
AI analyzes the requirement and creates up to 10 structured test cases.
Review
Select, edit, regenerate, and submit generated test cases to your project.
What AI Test Generation Can Do
From requirements to ready-to-execute test cases in seconds.
Generate from Requirements
Paste plain text requirements and get structured test cases instantly.
Auto-fetch from Integrations
Link Jira, GitHub, or GitLab issues — AI fetches the requirement automatically.
Configurable Fields
Control which fields to generate: precondition, test data, expected result, priority.
AI-Suggested Test Steps
Intelligent step breakdown with action, data, and expected result per step.
Smart Summaries
Auto-generated test descriptions that capture the intent of each test case.
Auto-Tagging & Labeling
Automatic categorization with labels based on the requirement context.
15 AI-Powered Insight Reports
Go beyond basic charts — AI reports analyze execution patterns, predict failures, and surface quality risks.
Flaky Tests
Identify unstable tests by execution pattern analysis
Release Readiness
Composite score gauging release confidence
Risk Heatmap (Folder)
Folder-level risk visualization
Risk Heatmap (Feature)
Feature-level risk visualization
Test Case Quality
Quality scoring based on completeness
Predictive Failure
Forecast which tests are likely to fail
Tester Effectiveness
Team member performance scorecards
Stale Tests
Surface tests that haven't been maintained
Cycle Health
Multi-metric test cycle dashboard
Suite Optimization
Find redundant and overlapping tests
Execution Velocity
Track testing throughput trends
Defect Density
Defect concentration analysis
Coverage Gap
Identify untested areas
Requirement Risk
Requirements with highest failure rates
Automation ROI
Manual vs automated efficiency comparison
Duplicate & Flakiness Scores for Every Test Case
Duplicate Detection
Every test case gets a similarity score against all others in the project. Surface duplicates instantly with percentage match.
- Automatic scoring on every test case
- Top 3 closest matches shown
- Similarity percentage for quick triage
Flakiness Analysis
Analyzes execution history to detect unstable tests. Tracks status flips across all test cycles to surface unreliable tests.
- Flip-based scoring (0–100%)
- Last 10 execution history analyzed
- Identifies unreliable tests instantly
This Is Just the Beginning
We're continuously expanding TestKase's AI capabilities. Here's a glimpse of what's on the horizon.
Start Generating Tests with AI
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