This case study details the implementation of Pythian's Gemini QuickStart for Google Workspace, aimed at enhancing productivity through AI integration. The study outlines the challenges faced by employees across various departments, including sales, marketing, HR, finance, and IT, who spend significant time on routine tasks that could be automated. Pythian's approach includes conducting pre-workshop and post-workshop surveys to assess user productivity and the effectiveness of Gemini. The results indicate that users save an average of one to two hours per week on key tasks, with specific examples from different companies illustrating time savings in email management and data handling. The case study emphasizes the importance of training users to maximize the benefits of Gemini, highlighting the positive impact on efficiency and satisfaction across various roles. Pythian's methodology aims to facilitate broader adoption of AI tools within organizations, ultimately freeing up time for more complex tasks.