Issue Readiness
Catch unclear descriptions, missing acceptance criteria, open assumptions, edge cases, dependency risk, and questions that should be resolved before sprint commitment.
Jira project intelligence
Make Jira issues ready for delivery before sprint risk shows up.
HeyAI reviews Jira epics, stories, tasks, bugs, acceptance criteria, comments, and Confluence-backed project context to find requirement gaps, draft test scenarios, and recommend risk-based testing scope.
JiraIssues and project context
RBTTesting scope with evidence
DocsConfluence-aware project memory
Why Jira teams use HeyAI
Less manual review, stronger sprint commitments
HeyAI gives product, QA, and delivery teams a review layer over the work already happening in Jira, without forcing a new planning system.
Test Coverage Intelligence
Generate practical test scenarios from the selected issue and project memory across happy path, negative, regression, integration, data, and edge-case coverage.
Risk-Based Testing
Recommend manual, automation, hybrid, skip, investigate, or blocked decisions with rationale, confidence, and next action.
Jira Loop Closure
Analyze Jira issues from the hosted app, keep project memory grounded in issue and document context, and turn unresolved gaps into reviewable team actions.
Best fit
For teams already running delivery in Jira
HeyAI fits teams that use Jira projects for stories, defects, sprint planning, QA design, release readiness, and cross-functional delivery reviews.
Product ownersImprove story clarity before planning and reduce churn during refinement.
QA and test leadsDraft broader test coverage faster and defend RBT choices with evidence.
Delivery leadersSee requirement and coverage risk before late-cycle surprises.
Jira and security teamsUse server-side connector credentials, project-scoped context, auditability, and private deployment options.
Jira workflow
Start with one issue, then scale to project memory
A team can begin with a focused readiness audit and expand into project-level Ask HeyAI, generated tests, RBT plans, and release confidence.
Connect JiraInitialize a project with Jira site URL, account email, API token, and project key.
Analyze issuesReview summaries, descriptions, acceptance criteria, comments, and related context.
Resolve gapsTurn ambiguity into concrete clarification questions and acceptance-criteria suggestions.
Draft testsGenerate scenarios QA can accept, edit, reject, or convert into test work.
Plan RBTUse evidence-backed recommendations to choose the right manual, automated, hybrid, or blocked path.
Jira audit
Send us your Jira review context
Share how your team uses Jira today. We will follow up with a focused walkthrough or an issue readiness audit plan.
Best fit: Jira teams with active QA, product, and delivery ownership
Typical audit: 10-25 issues to start, then one team readiness review
Confluence-backed project context supported where teams use it