# GenAl Utilization and Impact

**Overview**: Monitor the adoption, engagement, and outcomes of each GenAI tool separately and measure the overall ROI of your GenAI investment.

| Feature                              | Source          | POC | Description                                                                | Actionable Insight                             |
| ------------------------------------ | --------------- | --- | -------------------------------------------------------------------------- | ---------------------------------------------- |
| GenAI Adoption Rate                  | GenAI API       | ✅   | % of devs using tools (Copilot, Codium, Augment)                           | Target low-usage teams                         |
| Activities Impacted by GenAI tools   | Git+GenAI API   | ✅   | Code, test commits and reviews impacted by GenAI tools                     | Quantify real GenAI contribution               |
| Active Users                         | GenAI API       | ✅   | # of monthly/weekly unique users                                           | Promote deeper adoption                        |
| Usage Distribution                   | GenAI API       | ✅   | Frequency breakdown (Rare-Regular)                                         | Move users up the curve                        |
| Engagement Patterns                  | GenAI API       | ✅   | Usage by language/command                                                  | Tailor training/adoption plans                 |
| Developers per Product               | GenAI API       | ✅   | Adoption by product/team                                                   | Prioritize enablement by area                  |
| Accepted Code Completion Suggestions | GenAI API       | ✅   | % of acceptances out of total suggestions                                  | Measure suggestion quality and developer trust |
| Commits Impacted by GenAI            | GenAI API       | ✅   | Code blend of GenAI impacted commits out of all commits over time          | Assess adoption growth over time               |
| Qodo Gen: Impacted PRs               | Qodo            | ✅   | % of PRs impacted by Qodo out of all PRs                                   | Understand reach of GenAI on review workflows  |
| Qodo Gen: Impacted LOCs              | Qodo            | ✅   | % of LOCs written by/with the assistance of Qodo Gen out of the total LOCs | Evaluate deeper tool engagement                |
| Productivity Impact                  | GenAI API + Git | ✅   | Impact on cycle time, bugs, code longevity                                 | Prove value or adjust                          |