AI Backlog for Jira

by OST Consulting

works with Jira Cloud

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Key highlights of the app🏆 Codegeist 2025 - AI co-pilot for Backlog grooming and Sprint planning in Jira

AI Backlog Organization & Sprint Planning

Automatically organize your Jira backlog into clear work topics and generate sprint drafts based on real capacity and your team’s planning signals. Less prep work, better planning sessions.

Capacity-Based Sprint Planning in Minutes

Set sprint capacity, describe your sprint goals, and generate a ready-to-review sprint draft using templates or your strategy. Start from a strong plan, not a blank page.

Sprint Insights + Risk Indicators

Validate your sprint before you start: see priority vs effort and effort by topic, and flag duplicates, blocked work, and aged items.

More details

🏆 Codegeist 2025 - 3rd place (Software Teams) + Best Rovo Apps

AI Backlog for Jira has been built to support Product Managers, Project Leaders and Scrum Masters with backlog grooming and sprint planning.

📢 Some of our key features:

Work Topics: structure your backlog into meaningful themes (groups + topics)
AI Categorization: automatically categorize issues into your topics
Strategy Discovery: generate an editable planning strategy from historical sprints
Sprint Planning (Capacity-based): generate realistic sprint drafts from your capacity
Sprint Templates: plan with reusable presets or strategy-based balancing
Sprint Insights: validate balance (priority vs effort, effort by topic)
Indicators: detect duplicates, blocked items, and aged work to reduce planning risk

See our documentation

Resources

App documentation
Comprehensive set of documentation from the partner on how this app works

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 policy

Security program

This app is not part of the Marketplace Bug Bounty program.

Integration permissions

AI Backlog for Jira integrates with your Atlassian app

Version information

Version 3.19.0•for Jira Cloud

Release date: Mar 4th 2026
Summary: Minor version update
Details: Minor version update
Payment model: Paid via Atlassian
License type: Commercial