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AI use case

  • Posted on12 months ago
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AI Use Case

What is an AI use case?

A AI Use Case describes a specific business scenario in which artificial intelligence is used to solve a problem or create added value. Examples include personalized marketing campaigns in retail, credit risk assessments in the financial sector or the analysis of medical image data. The centralized management and tracking of such use cases creates Transparency in the organization and enables effective governance. As part of the AI governance concept, the inventory of all use cases is an important building block for identifying risks and Compliance to ensure that

Examples of AI Use Cases

  • Personalized Advertising: Analysis of customer data for targeted marketing campaigns.
  • Credit Risk Assessment: Automated creditworthiness assessment based on historical data.
  • Medical image analysis: Supporting diagnostic decisions by detecting anomalies in scans.

Why are inventory and governance important?

  • Create Transparency across all AI initiatives in the company.
  • Enable a consistent assessment of benefits, risks, and Compliance-Requirements.
  • Support the prioritization and resource planning for AI projects.

Steps for recording use cases

  • Identification: Identify all existing and planned AI use cases.
  • Classification: Classify them by business function, risk level, and technical complexity.
  • Rating: Check to see if they meet ethical, legal, and safety requirements.
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