Data Governance for Building Generative AI Applications with MongoDB

MongoDB's developer data platform, built on MongoDB Atlas, addresses security risks and data governance around Generative AI (GenAI) applications by providing a unified operational, analytical, and generative AI data services platform that streamlines building intelligent applications. The platform offers robust security controls, including access and authentication controls, end-to-end encryption of data, regulatory compliance and data privacy features, regular security audits, and granular auditing capabilities. These controls help organizations build secure and compliant GenAI-powered applications on MongoDB's platform, addressing considerations such as data security, intellectual property infringement, explainability, AI hallucinations, and physical security. Additionally, the platform provides best practices for working with AI models, including data quality, secure deployment, audit trails and monitoring, secure data storage, and more, to help organizations confidently harness the power of GenAI tools.