Agile delivery
Backlog Refinement Agent
Keeps the backlog readable, deduplicated and prioritised
Included in AI Agent System and above · Typically live in 2 to 3 weeks
The problem it solves
Backlogs grow into a graveyard of duplicate, vague and stale items nobody can prioritise.
The agent reviews the backlog continuously, flags duplicates and stale items, improves weak descriptions for review and proposes a value-based order.
What it does
- Duplicate and stale item detection
- Improved descriptions for review
- Value-based ordering proposals
- Consistent story structure
- Product Owner approves every change
Example workflow
- 1Backlog reviewed on a schedule
- 2Agent proposes merges and edits
- 3Product Owner approves
- 4Backlog reordered by value
- 5Team refines a clean list
Business outcomes
- A backlog people can actually use
- Less time in refinement
- Clearer priorities for the team
Typical integrations
Jira Azure DevOps Linear Confluence
Using something else? Most tools with an API can be connected — tell us your stack and we will confirm.