Sprint Retrospective Compiler

The Challenge

Sprint retrospectives generate valuable insights, but follow-through is inconsistent. Action items get lost, patterns aren't tracked, and the same issues recur sprint after sprint.

The AI Desk Solution

AI Desk compiles retro feedback, tracks patterns across sprints, and monitors action item completion.

The Workflow

Step 1: Retro Data Collection

Trigger: Sprint end
Sources: Retro board, sprint metrics, previous actions

Step 2: Pattern Analysis

• Theme extraction
• Recurring issues
• Action item status

Step 3: Retro Summary

📋 Sprint 24 Retrospective

SPRINT METRICS
├── Velocity: 42 points (target: 45)
├── Completion: 89%
├── Carryover: 3 stories
├── Bug escape: 2
└── Team happiness: 7.2/10

WHAT WENT WELL
├── 👍 Pair programming on auth feature (5 votes)
├── 👍 Daily syncs kept everyone aligned (4 votes)
├── 👍 Clear acceptance criteria (3 votes)
└── 👍 Stakeholder availability (3 votes)

WHAT COULD IMPROVE
├── ⚠️ Late design handoffs (6 votes) [RECURRING x3]
├── ⚠️ Too many meetings mid-sprint (4 votes)
├── ⚠️ Unclear priority changes (3 votes)
└── ⚠️ Test environment unstable (2 votes)

PREVIOUS ACTION ITEMS
├── ✓ Add acceptance criteria template
├── ✓ Reduce standup to 10 minutes
├── ⚠️ Design lead time → IN PROGRESS
└── ✗ Improve test env → NOT STARTED

NEW ACTION ITEMS
├── Schedule design reviews T-3 days
│   Owner: Product Manager
│   Due: Next sprint planning
│
├── Implement meeting-free afternoons
│   Owner: Scrum Master
│   Due: Immediate
│
└── Test environment stability review
    Owner: DevOps
    Due: Next week

PATTERN ALERT
"Late design handoffs" mentioned 3 sprints
in a row. Escalation recommended.

Value Proposition

• Time Saved: 1 hour per sprint
• Pattern Detection: Recurring issues visible
• Accountability: Action items tracked