Part 9/13:
- Application Layer: Building upon models, organizations can develop applications—using frameworks like Streamlit or containerized solutions—that are easily deployable and shareable. These can be monetized through the Snowflake Marketplace, enabling enterprises to commercialize their solutions seamlessly.
Ensuring Security and Compliance in AI Use
A paramount concern for enterprises is safeguarding data and ensuring responsible AI use. Snowflake addresses this with:
Role-based Access Controls: Limiting model invocation and data access to authorized personnel.
Guardrails and Content Filtering: Preventing models from returning harmful or inappropriate responses.