Salesforce Certified AI Associate — Question 75

A developer has a large amount of data, but it is scattered across different systems and is not standardized.

Which key data quality element should they focus on to ensure the effectiveness of the AI models?

Answer options

• A. Volume
• B. Consistency
• C. Performance

Correct answer: B

Explanation

Focusing on consistency is crucial because it ensures that the data across different systems is uniform and standardized, which is essential for effective AI model training. Volume refers to the amount of data, and performance relates to how well the AI models operate, but neither addresses the issue of data standardization directly.