The business question What are our AI dependencies? visualizes a network diagram that helps you understand the relationships between the different parts of the AI portfolio. Review the AI use cases that are supported, the AI features included in those use cases, the AI models and AI technologies used, and the business capabilities that are affected by the AI architecture. You can perform an impact analysis on the AI portfolio from any perspective and, for example, assess the consequences to the AI portfolio if an AI feature or AI model is discontinued. This business questions helps you to understand your AI architecture in order to manage its complexity, avoid potential risks, and ensure compliance with AI regulations.

The license package Enterprise Portfolio Management is required to work with this business question. The use case AI Portfolio Management must be activated.

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The network diagram visualizes the relationships between the different parts of the AI portfolio so that you can execute an impact analysis on aspects of the AI.

  • The network diagram shows the connections between AI use cases AIUseCase , AI features  AIFEature , AI models  AIModel , AI technologies  AITechnology, and business capabilities.
  • Click the Filter local filter button and select the relevant AI asset to focus on and understand its relationship to other AI assets in the architecture.
  • The AI features show symbols for the applications Application and components  Component and AI technologies  AITechnology that provide the feature. Point to the symbol to show the name in a tooltip. Double-click the symbol to navigate to the content area of the AI architecture element.

What data is required for What are our AI dependencies?

Business question: What are our AI dependencies?

Purpose: Understand the AI architecture including the AI use cases that are supported, the AI features included in those use cases, and the AI models and AI technologies used.

DATA REQUIREMENTS

This image displays the data required to have meaningful results for the business question What are our AI dependencies? The image includes the class AI Feature, AI Use Case, AI Model, AI Technology, Application, and Component. The image includes the attributes, indicators, roles, and references that should be captured for AI features, AI use cases, and AI technologies. 

Capture the data necessary for the business question. The AI architecture must be in the repository and well documented.Capture AI Use Cases ,AI features , AI models , and AI technologies as possible because complete data considerably improves the results of the business question and your ability to focus on the data that is most important to you.

Improve the data and correct data quality issues. Go to the business question's Data Quality > Data Completeness. This visualization helps you to assess whether sufficient data is available to produce meaningful and reliable results for the business question.

  • Go to Pending Issues to resolve data quality issues and improve the data that the business question is based on. Only the first 5000 issues are displayed.
  • Go to the Data Source page to understand the underlying data relevant to the business question. The data source is a list report and cannot be edited.