This technical deep-dive demonstrated how to integrate the Gemini API directly into core Google Workspace workflows (Docs, Sheets, Drive) using Google Apps Script. I walked the developer audience through real-world case studies, including the architecture behind AC2F, showcasing how to build scalable, secure automation add-ons that eliminate manual data entry and streamline enterprise operations for hundreds of thousands of users.