AWS Certified AI Practitioner (AIF-C01) — Question 136

A company wants to upload customer service email messages to Amazon S3 to develop a business analysis application. The messages sometimes contain sensitive data. The company wants to receive an alert every time sensitive information is found.

Which solution fully automates the sensitive information detection process with the LEAST development effort?

Answer options

• A. Configure Amazon Macie to detect sensitive information in the documents that are uploaded to Amazon S3.
• B. Use Amazon SageMaker endpoints to deploy a large language model (LLM) to redact sensitive data.
• C. Develop multiple regex patterns to detect sensitive data. Expose the regex patterns on an Amazon SageMaker notebook.
• D. Ask the customers to avoid sharing sensitive information in their email messages.

Correct answer: A

Explanation

The correct answer is A because Amazon Macie is specifically designed to automatically detect sensitive information in data stored in Amazon S3, requiring minimal setup and development. Option B, while viable, involves more complexity with model deployment and maintenance. Option C requires developing regex patterns, which increases the development effort. Option D is impractical as it relies on customer behavior rather than a technical solution.