Find the gaps before the code exists
Ovi reviews product requirements like a senior QA partner: asking the questions, finding edge cases, and turning ambiguous tickets into testable scenarios.
Test the requirement before the implementation
Many expensive bugs begin as an unclear ticket, an unresolved product decision, or an acceptance criterion that describes only the happy path. FirstQA surfaces those gaps while the team can still change the requirement cheaply.
Ovi connects the ticket to relevant product context and returns questions and scenarios your team can act on before development starts.
- Missing acceptance criteria and requirement gaps
- Edge cases and state transitions
- Questions for product, design, and engineering
- Pre-development test scenarios
- Risk flags tied to the requested behavior
Turn product intent into a QA recipe
Ticket analysis gives the team a shared view of what should be true, what could go wrong, and what needs to be tested. That recipe can continue into pull request review and browser execution after the change is built.
Use Linear or Jira comments, configured Linear QA-state automation, the CLI, or MCP.
- Linear support with optional QA-state triggers
- Jira support through the FirstQA integration
- Links back to the source ticket and product context
- Reusable scenarios for later regression coverage
See FirstQA in action
Frequently asked questions
What does AI ticket analysis look for?
FirstQA looks for missing acceptance criteria, ambiguous behavior, edge cases, state transitions, product-decision gaps, and focused scenarios that should be tested before development.
Which ticket tools does FirstQA support?
FirstQA supports Linear ticket analysis and Jira ticket analysis. Linear can also be configured to analyze tickets when they enter selected QA states.
Can ticket analysis create tests for later?
Yes. The scenarios from a ticket analysis can guide pull request review, browser execution, and reusable behavior-based coverage.
Bring Ovi onto your team
Start with a real analysis, run the free quality report, or apply for invite-based early access.
See a real analysis Apply for early access