Team Analytics

Team Analytics provides real-time insights into your team’s code review activity and AI usage.

Available Metrics

Core Metrics

Team Members

Total number of active team members. Updated automatically when members join or leave.

Repositories

Number of connected repositories your team has access to.

Pull Requests Reviewed

Total PRs that have been analyzed by Mesrai’s AI reviewer.

Comments Generated

Total AI-generated review comments across all PRs.

Tokens Consumed

Total AI tokens used for code analysis. Helps track usage against plan quotas.

Efficiency Metrics

The analytics dashboard calculates efficiency indicators:

// Average Comments per PR
avgCommentsPerPR = commentsGenerated / pullRequestsReviewed
 
// Average Tokens per PR
avgTokensPerPR = tokensConsumed / pullRequestsReviewed
 
// PRs per Member
prsPerMember = pullRequestsReviewed / memberCount

Viewing Analytics

1. Go to Teams in your dashboard
2. Hover over a team card
3. Click the Analytics icon
4. View real-time metrics

Recalculating Analytics

If you notice discrepancies, you can manually recalculate:

1. Click the “Recalculate” button in the analytics page
2. Wait for the recalculation to complete
3. Refresh the page to see updated metrics

Understanding the Dashboard

Metrics Grid

The analytics page displays metrics in an organized grid:

Activity Timeline

View team activity over time:

• Daily PR review counts
• Token consumption trends
• Peak usage periods
• Member contribution patterns

Performance Indicators

Key performance indicators (KPIs) help assess team efficiency:

• Review Velocity: PRs reviewed per day
• Comment Density: Average comments per PR
• Token Efficiency: Tokens used per PR
• Member Productivity: PRs per member

Exporting Analytics

Export team analytics for reporting:

1. Click “Export” button
2. Select date range
3. Choose format (CSV, JSON, or PDF)
4. Download report

Export Formats

CSV Export

Comma-separated values for spreadsheet analysis:

Date,PRs Reviewed,Comments,Tokens,Members
2025-01-01,45,234,12500,8
2025-01-02,52,287,15200,8

JSON Export

Structured data for programmatic access:

{
  "team": "Engineering",
  "period": "2025-01",
  "metrics": {
    "prsReviewed": 450,
    "comments": 2340,
    "tokens": 125000
  }
}

Setting Up Alerts

Configure alerts for metric thresholds:

1. Go to Team Settings → Alerts
2. Set threshold values
3. Choose notification channels (email, Slack)
4. Save alert configuration

Alert Examples

High Token Usage

alert:
  name: Token Quota Warning
  condition: tokens > 80% of quota
  action: email + slack notification

Low Activity

alert:
  name: Inactive Team
  condition: prsReviewed < 10 in 7 days
  action: email to team owner

Analytics Best Practices

1. Regular Monitoring

Check analytics weekly to track:

• Team productivity trends
• Resource utilization
• Potential bottlenecks

2. Set Baselines

Establish baseline metrics for:

• Expected PRs per week
• Average tokens per PR
• Target comment density

3. Review Anomalies

Investigate unusual patterns:

• Sudden token spikes
• Drop in PR reviews
• Member inactivity

4. Share with Team

Use analytics to:

• Celebrate milestones
• Identify improvement areas
• Justify resource allocation

Troubleshooting

Metrics Not Updating

Problem: Analytics showing stale data

Solutions:

1. Refresh the page
2. Click “Recalculate Analytics”
3. Check webhook status
4. Verify repository connections

Incorrect Token Counts

Problem: Token usage doesn’t match expectations

Solutions:

1. Recalculate analytics
2. Check for failed reviews
3. Verify PR scope settings
4. Contact support if persists

Missing PR Data

Problem: Some PRs not showing in analytics

Solutions:

1. Verify PR was reviewed by Mesrai
2. Check date range filters
3. Ensure repository is connected
4. Refresh analytics data

API Access

Access analytics programmatically via API:

# Get team analytics
curl -H "Authorization: Bearer $TOKEN" \
  https://api.mesrai.com/v1/teams/{teamId}/analytics
 
# Response
{
  "teamId": "team_123",
  "memberCount": 8,
  "repositoryCount": 12,
  "pullRequestsReviewed": 450,
  "commentsGenerated": 2340,
  "tokensConsumed": 125000,
  "lastActivity": "2025-01-15T10:30:00Z"
}

Next Steps

• Managing Team Members
• Activity Logs
• Team Invitations
• Creating Teams