Calibrating Your Performance Insights

Review and Refine Initial Performance Data

After collecting your recent data, Aude generates initial performance insights for your review. This calibration phase ensures our algorithms align with your organization's values and working patterns.

Your feedback during this phase helps tune Aude's algorithms to your organization's unique characteristics. We recommend reviewing insights weekly for the first month to ensure alignment.

What to Review

Signal Accuracy

• Are key contributors being recognized?

• Are quiet achievers properly visible?

• Do the insights match your ground-truth knowledge of team dynamics?

Activity Classification

• Are technical discussions properly identified?

• Is collaborative behavior correctly recognized?

• Are code review interactions appropriately categorized?

Context Awareness

• Are insights accounting for different working styles?

• Is cross-team collaboration being captured?

• Are project-specific circumstances considered?

Red Flags to Watch For

• High performers appearing average

• Collaboration happening in unmeasured channels

• Over-emphasis on quantity vs. quality

• Missing important team interactions

• Misclassified technical discussions

Aude will provide you with links to a survey to provide feedback in a structured manner.