Detected Gaps
Performance gaps identified from browser recordings and Slack signals. Route a top performer's workflow to help struggling team members improve.
Reply to support ticket
Performance gap detected
2m
4
6m
7
Priya Patel takes 3.0x longer and uses 3 extra steps compared to Alex Rivera.
Deploy to staging environment
Performance gap detected
2m 35s
5
8m
8
Priya Patel takes 3.1x longer and uses 3 extra steps compared to Sarah Chen.
Process customer refund
Performance gap detected
3m
5
10m 8s
10
Priya Patel takes 3.4x longer and uses 5 extra steps compared to Sarah Chen.
Create GitHub pull request
Performance gap detected
5m 20s
8
5m 30s
8
Marcus Johnson takes 1.0x longer and uses 0 fewer steps compared to Sarah Chen.
How the Training Loop Works
Detect gap
System identifies performance gaps from browser recordings and Slack signals
Route best workflow
Top performer's recorded workflow is surfaced to the struggling team member
Monitor performance
System tracks post-intervention task execution and behavior changes
Compare before / after
Automated analysis of duration, steps, divergence, and error signals
Render verdict
Outcome classified: improved, regressed, or no change