Solving the 5 Biggest Problems QA Teams Face with AI Test Case Generation
If you’ve ever asked yourself any of these:
- "We keep rewriting AI-generated test cases."
Rule-driven generation prevents hallucinations and produces execution-ready scenarios on the first pass.
"We struggle with duplicate or overlapping coverage."
The engine evaluates existing test cases before creating new ones, reducing redundancy.
"Our requirements are complex — AI doesn’t understand our domain."
Project-level context gives the model the domain awareness needed for accurate results.
"We need different types of tests, not just functional."
Negative, security, performance, and more — generated only when logically implied by the requirement.
"We need structured output that fits Zephyr/Xray workflows."
The system outputs strict, predictable JSON and well-formed steps ready for import.
Today, we're introducing a solution built specifically for Zephyr / Xray teams (and any Jira-based QA workflow) that need true testing intelligence — not guesswork.
🛠️ Built for Real QA Teams — Not Demo Scenarios
AI test generation only works when it is:
predictable
deterministic
rule-driven
constraint-bounded
coverage-aware
This is the first system where AI doesn't decide how to write tests — the rules do.
The AI simply applies them consistently and at scale.
🔒 Your Data, Your AI — Full Privacy & Control
Most AI tools force you into their model and their cloud, creating compliance and retention risks.
Reqase Lite takes the opposite approach.
✔ Use Built-In AI — Unlimited & Zero Setup
Start generating test cases immediately with our built-in AI access.
No rate limits. No token caps. No configuration.
Perfect for teams that want instant results.
✔ Or Bring Your Own AI Provider (BYO-AI)
For strict security environments, plug in your own key for:
OpenAI
Azure OpenAI
Anthropic
Google Gemini
This gives you full control over data location, model choice, and compliance requirements.
✔ Your Jira Data Never Touches Our Servers
No storage. No logging. No proxying. No training.
When using BYO-AI, requests go directly from your browser to your provider using your API key.
We never see or process your content.
Try it now on Marketplace:
🔗 Get AI Test Generate for Zephyr →
https://marketplace.atlassian.com/apps/240301636/reqase-lite-ai-test-generator-for-zephyr
🔗 Get AI Test Generate for Xary →
https://marketplace.atlassian.com/apps/2455956688/reqase-lite-ai-test-generator-for-xray