NotebookLM at Scale: Security and Privacy as Prerequisites

While NotebookLM automation can streamline research workflows, organizations must establish data governance before integration, not after. For enterprises handling sensitive customer or employee data—especially in GDPR-regulated regions—classifying data sources, securing credentials, and implementing audit controls are non-negotiable prerequisites. The cost of retrofitting security is far higher than building it in from the start.