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Key highlights of the appAI-powered Jira quality insights: detect reopens, duplicates, and recurring defect causes

Quality Insights for QA retros
Uncover hidden rework loops, duplicate issues, and recurring defect causes. Ask about reopen patterns, root causes, or retro insights, and let the AI Copilot instantly deliver actionable QA intelligence.
Duplicate issue detection with AI
Identify duplicate issue clusters across projects using AI. Reduce redundancy in Jira tracking, merge duplicates faster, and keep your backlog lean with actionable recommendations.You can also download you chat in pdf.
Multi-language AI insights
Switch seamlessly between languages and still get the same powerful QA insights. Supports English, Spanish, German, and French so teams worldwide can use the app in their preferred language.
More details
QA Retros & Defect Insights – Clovity AI Copilot for Jira is designed to empower teams with AI-powered insights to improve Jira Issues. The app provides automatic detection of rework loops, duplicate tickets, and recurring defect patterns using Natural Language Processing (NLP) and advanced changelog analysis. With real-time AI insights, teams can ask simple, natural language questions about their backlog and receive instant answers on issues like average cycle time, reopen rates. It helps QA teams and project managers uncover hidden risks, track the health of their work items, and reduce bug churn—all through an intuitive interface.
Supports multiple languages: English, Spanish, German, French.
Resources
App documentation
Comprehensive set of documentation from the partner on how this app works
EULA
Get the End User License Agreement for this app
Privacy and Security
Privacy policy
Atlassian's privacy policy is not applicable to the use of this app. Please refer to the privacy policy provided by this app's partner.
Partner privacy policySecurity program
This app is not part of the Marketplace Bug Bounty program.
Integration permissions
QA Retros & Defect Insights – Clovity AI Copilot for Jira integrates with your Atlassian app
Version information
Version 4.0.0•for Jira Cloud
- Release date
- Sep 26th 2025
- Summary
- AI-powered Jira insights to detect reopens, duplicates & root cause patterns.
- Details
- Reopen Detection: Identifies frequently reopened issues using changelog analysis.
- Duplicate Ticket Analysis: Groups semantically similar issues using NLP for faster resolution.
- Root Cause Tagging: Automatically tags recurring defect causes like validation issues or flaky tests.
- QA Health Monitoring: Tracks reopen rates, duplicate ratios, and backlog risks in real-time.
- Payment model
- Paid via Atlassian
- License type
- Commercial