Agile delivery
Sprint Planning Agent
Prepares the backlog so planning is a decision, not a clean-up
Included in Growth Automation and above · Typically live in 2 weeks
The problem it solves
Half of sprint planning is spent tidying stories that should have been ready days before.
The agent checks upcoming backlog items against your definition of ready, drafts missing acceptance criteria for the team to review and flags dependencies before the session.
What it does
- Checks the definition of ready
- Drafts acceptance criteria for review
- Flags dependencies and unknowns
- Suggests a capacity-aware selection
- Team always decides the final scope
Example workflow
- 1Sprint planning approaching
- 2Agent reviews candidate items
- 3Gaps and dependencies flagged
- 4Team refines and confirms scope
- 5Board prepared for the sprint
Business outcomes
- Shorter, sharper planning sessions
- Fewer stories blocked mid-sprint
- Better prepared backlogs
Typical integrations
Jira Azure DevOps Confluence Slack
Using something else? Most tools with an API can be connected — tell us your stack and we will confirm.