Part 8/13:
Governance and Security: Extending governance policies to both data and models, Snowflake ensures that only authorized users access sensitive information or invoke models, maintaining regulatory compliance.
Bring AI to the Data: Instead of transporting data to external AI models, Snowflake emphasizes deploying models within the platform, reducing latency and security risks. This approach improves efficiency and control.
Model Development and Deployment: Snowflake supports the entire model lifecycle—building, fine-tuning, and deploying models—using tools like notebooks, low-code environments, or containerized services. For example, users can deploy open-source LLMs (Large Language Models) or utilize Snowflake’s Arctic models tailored for specific tasks.