AB-100 Certification Practice Question #19

Question

A company has an AI agent that automates the review of customer feedback stored in a cloud database.

You plan to generate monthly reports from the agent's output to provide insights into customer sentiment and guide product development and marketing.

You need to ensure that the data ingested by the agent is clean and suitable for the intended use.

What should you do to prepare the data?

Accepted Answer

"Clean and suitable for intended use" in the context of an AI sentiment analysis agent means the data must be free from bias that would skew the AI's sentiment scoring. Biased customer feedback data (e.g., overrepresentation of certain product categories or demographics) would produce inaccurate sentiment insights and mislead product development decisions. Bias identification and remediation is the foundational data preparation step for AI systems.

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