AI & Automation
ProvaLab.io comes with a built-in suite of AI-powered features designed to save you time and improve the quality of your testing. Whether you are writing test cases, investigating failures, or building automated tests without code, AI is there to help at every step.
What Can ProvaLab.io AI Do for You?
Generate Test Cases from Requirements
Hand ProvaLab.io a user story or a plain-English description of a feature, and AI will produce a comprehensive set of test cases -- complete with steps, expected results, and priority levels. You can review, edit, and add them to your project in seconds rather than hours.
Learn more about AI test generation ->
Analyze Test Failures Automatically
When a test fails, you no longer have to dig through logs on your own. ProvaLab.io AI examines the error, compares it against historical data, and gives you a probable root cause along with suggestions for fixing it. It also spots patterns across multiple test runs, so you can identify systemic issues early.
Learn more about failure analysis ->
Chat with Your Data in Plain English
Open the AI Chat Assistant and ask questions the way you would ask a colleague: "What are the most common failures this sprint?" or "Generate a test report for Project X." The assistant queries your data, creates reports, and even takes actions on your behalf.
Learn more about the AI Chat Assistant ->
Detect Flaky Tests
Flaky tests -- the ones that pass sometimes and fail other times -- waste time and erode confidence. ProvaLab.io AI monitors your test results over time and flags tests that exhibit inconsistent behavior, so you can fix or quarantine them before they slow your team down.
Predict Risk Areas
Based on historical failure rates, code change frequency, and test coverage data, ProvaLab.io AI highlights the areas of your application most likely to have issues. Use this insight to focus your testing effort where it matters most.
Auto-Generate Load Test Scripts
Describe the load scenario you want to simulate, and AI will generate a ready-to-run load test script. You can customize parameters like concurrent users, ramp-up time, and duration before executing.
Build Automated Tests Without Code
The Low-Code Builder lets you create automated tests visually by dragging and dropping actions. Pair it with the browser recorder extension to capture interactions and turn them into repeatable automated tests -- no programming required.
Learn more about the Low-Code Builder ->
How to Get Started
- Open the AI Assistant -- Click the AI icon in the left sidebar or press
Ctrl+K(Windows/Linux) orCmd+K(Mac). - Ask a question or choose an action -- Type a natural-language question, or select one of the quick actions like "Generate Test Cases" or "Analyze Failure."
- Review and apply -- AI suggestions are always presented for your review. You decide what to keep, modify, or discard.
AI features work best when your projects have good data. The more test cases, test runs, and results you have in ProvaLab.io, the more accurate and helpful the AI recommendations become.
What's Covered in This Section
| Guide | What You Will Learn |
|---|---|
| AI Chat Assistant | How to ask questions, get reports, and take actions using natural language |
| AI Test Generation | How to generate test cases from requirements or descriptions |
| AI Failure Analysis | How AI helps you understand why tests fail and what to do about it |
| Low-Code Builder | How to create automated tests visually without writing code |