This blog post outlines a practical guide to measuring AI ROI using GitLab Duo Analytics. It explains the process of collecting and analyzing usage data from GitLab Duo for optimizing AI investments within development teams. The post details an open-source approach allowing organizations to deploy a custom analytics solution to understand AI adoption patterns and business value. Included are technical steps for setup, configuration, and implementation of an analytics dashboard that serves as a foundation for ongoing AI productivity measurement.