GenAI 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	✅	Number 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	✅	Percentage 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	✅	Percentage of PRs impacted by Qodo out of all PRs	Understand reach of GenAI on review workflows
Qodo Gen: Impacted LOCs	Qodo	✅	Percentage of LOCs written by/with the assistance of Qodo Gen out of total	Evaluate deeper tool engagement
Productivity Impact	GenAI API + Git	✅	Impact on cycle time, bugs, code longevity	Prove value or adjust