The Snowflake Cortex AI integration assets are included out of the box with your Collibra Platform:
Important The functions of the Snowflake Cortex AI integration are limited if you do not enable AI Governance. When you enable AI Governance, you can add custom attributes or custom relations, for example, AI Model Version, to the Snowflake Cortex AI assets.
| Asset type | Description |
|---|---|
|
AI Base Model
|
Represents foundational business concepts that define the model’s purpose and governing principles in your Snowflake Cortex AI workspace. |
|
Snowflake Cortex AI Model Version
|
A subtype of AI Model Version that represents AI model versions in Snowflake Cortex AI. |
|
AI Model Deployment
|
The operational instance where a model version is assigned computational resources to execute and generate real-time outputs. |
|
AI Agent
|
A system that uses one or more AI models to perceive its environment, make decisions, and take actions. |
|
AI Endpoint
|
The access point for external systems that provides a consistent interface while allowing for the seamless exchange of underlying deployments. |
|
AI Monitor
|
The configuration of automated tracking parameters and alerting thresholds used to observe a deployment’s real-world performance and detect deviations from expected behavior. |