Turn Jira issues into high-quality tests your team can review and ship
AI Test Studio uses GPT-5.4 reasoning to generate manual test cases and Gherkin scenarios from Jira issue content, configurable context, and attachments. Review the output first, then create approved tests directly in Jira, Xray Cloud, or Zephyr Scale / Essentials.
Core product capabilities
AI Test Studio is built for teams that need faster test design without losing control, traceability, or fit with existing Jira QA workflows.
High-quality output from Jira requirements
Generate test suites from issue summaries, descriptions, acceptance criteria, extra Jira context, and supported attachments.
Manual steps or Gherkin scenarios
Support both step-by-step manual test cases and Gherkin output in the same product flow for different QA teams.
Preview, select, then create
Users review generated content before creating anything, helping teams keep control and reduce noisy or low-value tests.
Regenerate without losing history
When AI-generated tests already exist, the app can safely unlink previous results and regenerate the suite instead of deleting earlier issues.
Project, issue type, and context governance
Restrict usage by project or issue type and configure which Jira fields are sent as AI context for more relevant generation.
Designed for real-world generation runs
Long-running generation is handled asynchronously so teams can work with richer prompts, reviews, and integrations without fragile UI waits.
Use Jira content, context fields, and attachments
Generate more relevant tests from the real material your team already works with in Jira.
Use issue summary, description, acceptance criteria, and configurable Jira context fields to give the model better test design input.
Use images, PDF, Word, Excel, PowerPoint, TXT, Markdown, HTML, CSV, JSON, XML, and RTF files as additional context.
Richer input helps generate more precise, complete, and actionable tests instead of generic AI output.
Review, select, and regenerate safely
Keep humans in control before anything is created in Jira or downstream test management tools.
Review generated Manual or Gherkin output first, then decide what should actually be created.
If AI-generated tests already exist, regenerate the suite safely by unlinking prior results instead of deleting earlier issues.
Selection and review help teams avoid flooding Jira, Xray, or Zephyr with low-value or duplicate AI output.
How it works
The app is designed around a review-first asynchronous flow that fits real Jira usage and enterprise QA processes.
The app reads summary, description, configurable Jira context fields, and optional supported attachments.
AI generation runs asynchronously to produce structured manual test cases or Gherkin scenarios.
Users review generated cases, keep the relevant ones, and stay in control before any test artifacts are created.
Approved output can be created in Jira, Xray Cloud, or Zephyr Scale / Essentials with traceability back to the original requirement.
Integrations
Native issue-centric workflow
Generate and manage AI-assisted test creation directly from Jira issues while keeping the requirement and testing workflow connected.
Publish approved tests
Create approved output in Xray Cloud for teams that already manage test execution and coverage in their existing Xray process.
Keep your current toolchain
Teams using Zephyr can create approved AI-generated tests in their current process instead of adopting a separate test management workflow.
What customers can do today
Rich source material
Use Jira text plus images, PDF, Word, Excel, PowerPoint, TXT, Markdown, HTML, CSV, JSON, XML, and RTF attachments as AI input.
Stay close to the requirement
Keep generated tests linked to the Jira requirement and make regeneration safer when requirements evolve or need broader coverage.
Marketplace-ready governance
Support licensing, per-site configuration, controlled availability, and review-first generation for teams that need accountability around AI output.
Privacy-first design for EU and US teams
AI Test Studio is built for privacy-conscious teams in the EU and US, with a strong data minimization approach and generation powered through the official OpenAI platform. We aim to avoid retaining Jira issue content and attachments outside Atlassian after processing, except when users intentionally publish approved output into Jira or connected tools.
The service is designed to avoid persisting Jira issue content and attachments outside Atlassian after processing, except where users choose to create or publish approved output into Jira or connected tools.
We keep only limited technical and configuration data such as cloud identifiers, configuration, token usage metadata, model information, and timestamps needed to operate the service.
For app-specific privacy details and information useful for internal GDPR, US security, and procurement review, visit the Privacy Policy.
Install AI Test Studio from the Atlassian Marketplace
Same listing your team sees on Atlassian: GPT-5.4-powered test case generation with optional Xray and Zephyr Scale / Essentials workflows. Start with a full-featured trial—no commitment for the first 30 days.
Contact
Questions about the Jira app, integrations, licensing, privacy, or support?