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IMPORTANT

Tetra Data & AI Workspace is available through an early adopter program (EAP) currently and is activated for customers through coordination with TetraScience. The feature may require changes in future Tetra Data Platform (TDP) releases. For more information, or to activate the Tetra Data & AI Workspace in your TDP environment, contact your customer success manager (CSM) or account contact.

Tetra Data & AI Workspace helps you colocate your replatformed and engineered scientific data with analysis applications, and then correlate analysis results through Tetra Data Apps—all while maintaining a source of record in the Tetra Scientific Data and AI Cloud.

By using the Data & AI Workspace page to access your organization's configured Tetra Data Apps, you can do the following:

• Visualize and analyze scientific data to generate analysis results
• Verify the data as part of the automated scientific workflow
• Easily associate primary data with analysis output
• Annotate scientific data to support AI/ML model training
• Generate predictions and performance AI/ML model inference and continuous learning

Working With Tetra Data Apps

There are two main types of Tetra Data Apps:

• Linked Data Apps run as external SaaS applications outside of the Tetra Data Platform (TDP).
• Embedded Data Apps run in the cloud and are configured for SaaS application streaming back to the TDP.

Your organization's analysis software determines the Data App type that you use. To configure Tetra Data Apps for an organization, see Tetra Data Apps.

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NOTE

The Tetra Data & AI Workspace and Tetra Data Apps don't use artificial intelligence (AI) or machine learning (ML) natively. Instead, both features support AI/ML model training in third-party applications that run outside of the TDP. For Embedded Data Apps based on Streamlit, TetraScience has the ability to create Python code and make it available to customers through the TDP. In the future, code may be created to help integrate customers' Tetra Data with AI/ML models on third-party applications. However, customers can't modify this code, and any code developed in this way must first go through our ISO 9001-certified Quality Management System and software development lifecycle.

Access the Data & AI Workspace Page

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NOTE

If Data & AI Workspace doesn't appear in the left navigation menu, the feature hasn't been activated for your organization. To activate the Tetra Data & AI Workspace for your organization, please contact your CSM.

To access the Data & AI Workspace page, do the following:

1. Sign in to the Tetra Data Platform (TDP).
2. In the left navigation menu, choose Data & AI Workspace. The Data & AI Workspace page appears and displays three tabs:
   • Apps shows your organization's configured Tetra Data Apps.
   • Sessions shows your organization's previous Data & AI Workspace sessions.
   • Providers shows your organization's external data sources that have been set up to connect to Data Apps.

Start a New Data & AI Workspace Session

You can start a new Data & AI Workspace session from the Data & AI Workspace page.

Start a New Session from the Data & AI Workspace Page

To start a new Data & AI Workspace session for an Embedded Data App, do the following:

1. Open the Data & AI Workspace page.
2. Select the Apps tab, and then select the Tetra Data App that you want to use. The configured Data App appears. Linked Data Apps appear in a separate tab in your browser, outside of the TDP. Embedded Data Apps appear within your workspace session within the TDP.

Documentation Feedback

Do you have questions about our documentation or suggestions for how we can improve it? Start a discussion in TetraConnect Hub. For access, see Access the TetraConnect Hub.

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NOTE

Feedback isn't part of the official TetraScience product documentation. TetraScience doesn't warrant or make any guarantees about the feedback provided, including its accuracy, relevance, or reliability. All feedback is subject to the terms set forth in the TetraConnect Hub Community Guidelines.