Integrations
Saidot allows you to integrate with existing AI/ML development platforms with built-in integrations. Saidot also has a wide selection of API’s to allow building integrated workflows flexibly and connecting to ML/AI development platforms and data catalog tools that are not yet supported by direct integrations. More information about Saidot API’s can be found here.
Available in-built integrations for Model Catalogue:
Azure OpenAI Service
Azure AI Services
Azure Machine Learning
Amazon Bedrock
Available integrations for Agent Catalogue:
Microsoft Foundry Agent Service
Amazon Bedrock
The status of the available and connected integrations is visible in Integrations. Recent information about the new in-built integrations can be found in the Release notes. Integrations are configured on a Space-level, allowing different spaces to have their own Model and Agent Catalogues. More information about Spaces can be found here.
How to activate integrations
The Saidot in-built integrations are activated by selecting Connect. This will open a window with platform-specific guidelines for the information and steps needed for establishing the integration. As an exception, Microsoft Azure integrations will need to be enabled in the Admin view before a connection can be established.
Enabling Azure Integrations in Admin Interface
Saidot Azure integrations are enabled by Admins using the Admin interface.
Step 1. Enable Azure Cloud Integrations
Admins enable Azure Cloud integrations in the Admin interface by activating the respective toggle.
Step 2. Register Saidot App in Azure
Admins with Azure Admin access rights can now follow the link provided in the admin UI to register the Saidot app in your Azure environment.
Step 3. Map to Azure tenancy
Next, Admins will need to map the Saidot integration to the right tenancy in Azure by providing tenant id.
Step 4. Assign Reader Role
Finally, Saidot Model Catalogue requires permission to read from the resources that you want to connect to. Assign the Microsoft Reader role to allow Saidot access and retrieve model information using the following steps:
Go to Azure Portal and sign in with your credentials
Select the Target Resource or Resource Group
Go to Access Control (IAM)
Add Role Assignment Reader to Saidot application
For detailed guidance on configuring these permissions, visit Assign Roles in Azure.
Connecting to the Azure model and agent registers
Integrate ML & AI development or MLOps platform to govern models with Saidot by following these steps.
Step 1. Select Integrations
Navigate to Integrations and select Add connection to start the integration flow. Note that integrations are Space-specific.
Step 2. Connect to Azure Service Resource
For the integration, use the full Resource ID or a Subscription ID, Resource Group and Workspace name.
Connecting to the Amazon model and agent registers
Amazon Bedrock integration can be established in the Integrations view by selecting Connect. Amazon provides guidance on how to find or configure these values here.
This information is entered into the fields in the second screen.
Importing models to the Model Catalogue
After integration has been established, Model metadata can be imported to Saidot by selecting the integration. The integration will generate a Model Card, including Model and Deployment details.
Model details include information such as
Model name and if a Base model has been used
Creation time and Created by
Last modified at and Last modified by
Model usage name and Model owner
Model version, default version and lifecycle status
Model retirement time
Deployment details contain information such as
Deployment name
Created at and Created by
Last modified at and Last modified by
Deployment status and provisioning state
Deployment ID
Description
If the model is using a Base mode that is in the Saidot Library, the integration will also automatically link the Base model Risks to the Model Card. More information about the imported data can be found in the guideline section Using Model Catalogue.
Importing Agents to Agent Catalogue
After the integration has been established, Agent metadata can be imported to Saidot by selecting the integration. The integration will generate an Agent Card, including Agent details and Tools.
Agent details contain general fields and platform-specific fields. General fields include
ID and version
Created at and Last Modified at
Status and Type
Description and Instructions
The integration also populates information about the Tools the agent has access to. More information about how to govern Agents with Saidot can be found here.
