Choosing an AI Use Case

Lesson goals

• Start with a problem, not a tool
• Define baseline and success
• Design review and failure handling

Core idea

From problem and value to data, risk, and a measurable pilot.

1. Start with a problem, not a tool: understand it in context, identify inputs and outputs, and define how the result will be verified.

2. Define baseline and success: understand it in context, identify inputs and outputs, and define how the result will be verified.

3. Design review and failure handling: understand it in context, identify inputs and outputs, and define how the result will be verified.

Practical example

Consider a real application of “Choosing an AI Use Case.” Start small, identify available data, and compare the system with a clear baseline before expanding it.

Check your understanding

1. Explain “Choosing an AI Use Case” in your own words.
2. Give one appropriate and one misleading application.
3. What risk or limitation should be monitored?