CodeGem integrates with the tools engineering teams use to collaborate (i.e. GitHub, Slack). It extracts and aggregates data, which is then analyzed using machine learning to produce unbiased analytics and actionable recommendations about a developer. From impact and productivity to communication and mentorship, CodeGem provides unbiased insight into developer performance, and the tools to take action and visualize progress.