Enterprise AI discovery systematically identifies, catalogs(meta-data) AI agent related assets like models, tools and prompts across an organization’s AI landscape.
Enterprises are increasingly adopting AI solutions across various platforms, including AWS Becrock, Google Cloud Platform (GCP), and Microsoft Azure and other SaaS platforms like Databricks, Salesforce etc.. AI assets are scattered across multiple hyperscalers, leading to a lack of centralized visibility and control.
The administrator can configure discovery integrations with hyperscaler and SaaS environments to offer a unified overview of enterprise AI assets and their connections. This enables the steward to monitor AI systems like AI Agents being created and deployed within the enterprise ecosystem, as well as track associated assets such as models, prompts, and tool details.
- Integration with AWS Bedrock to discover and add AI agents and related models and tools to the AI inventory
- Integration with Microsoft Foundry(Azure Machine Learning Services or AI Hub and Azure Cognitive Services) and Copilot Studio to discover Agentic AI and related assets
- Integration with GCP Vertex AI which would allow discovery and inventory of AI Agents, related models, prompts, and tool information.
- The AI Control Tower (AICT) imports the discovered artifacts into its AI inventory, where the AI steward and Product Owner can access and review them.
- Configuration experience for AI Discovery setup and visibility of connections to AI steward
New:
We are expanding AICT AI discovery integration with the following cloud environments:
Microsoft Foundry (Azure Machine Learning Services, AI Hub and Azure Cognitive Services),
Microsoft Copilot Studio
GCP Vertex AI
This will allow discovery of AI Agents, related models, prompts, and tool information.
This process is essential for providing visibility, control, operational efficiency, and ensuring effective governance and compliance within enterprises where AI is implemented across various business units, cloud environments, and platforms.
Changed-
We have expanded integration capabilities with Microsoft Foundry to include Azure Cognitive Services, in addition to the existing support for Azure Machine Learning Services (AI Hub).
For Microsoft Foundry, discovery now extends to all projects and subscriptions without requiring Admins to configure each project or subscription individually
Existing:
AICT AI discovery integration with AWS Bedrock
Dependency : AICT Core plugin
Allow for existing AI Control Tower & Pro Plus customers
With "Generative AI Controller App" for Now Assist/Pro Plus customers.
With AICT app for AICT customers
Packaging Structure: Customers can install the AI Control Tower SKU, which auto-installs the AI Discovery plugin(sn_ai_disc) on their instances, simplifying the setup process
Does not require Integration hub license
The AI Discovery plugin (sn_ai_disc) has the Dependencies:
- com.glide.hub.action_step.rest
- com.glide.hub.integration.runtime
- com.glide.cobject
- com.glide.hub.action_step.get_connection_info
- com.glide.hub.action_type.datastream
App Dependency:
- sn_ai_governance(5.0.6)
Additional Notes for AI Discovery 2.0
For Existing AI Discovery 1.1 Customers
If you have already configured Microsoft Foundry (Azure Foundry for AICT – deprecated), it will continue to function.
We have expanded integration capabilities with Microsoft Foundry to include Azure Cognitive Services, in addition to the existing support for Azure Machine Learning Services (AI Hub).
What’s New in AI Discovery 2.0
-
- When you set up Azure AI Foundry for AICT integration, AI Discovery 2.0 will automatically discover agentic AI and related assets from Microsoft Foundry:
- Azure Machine Learning Services (AI Hub)
- Azure Cognitive Services
- For Azure Cognitive Services, discovery now extends to all projects and subscriptions without requiring Admins to configure each project or subscription individually
- Admin Setup Required - To access the new Azure Foundry discovery capabilities, Admins must configure credentials and settings for the Azure AI Foundry for AICT integration.
- When you set up Azure AI Foundry for AICT integration, AI Discovery 2.0 will automatically discover agentic AI and related assets from Microsoft Foundry: