AWS Certified Generative AI Developer - Professional AIP-C01

By Amazon · Question Mode

QuestionQ34

Foundation Model Integration, Data Management, and Compliance

A company is building a generative AI (GenAI) application using Amazon Bedrock. The application will analyze patterns and relationships in the company’s data. It will process millions of new data points each day across AWS Regions in Europe, North America, and Asia before storing the data in Amazon S3.

The application must comply with local data-protection and storage regulations. Data residency and processing must take place within the same continent. The application must also retain audit trails of its decision-making processes and provide data-classification capabilities.

Which solution meets these requirements?

Explanation

Processing data in the originating Region before sending it to Amazon Bedrock supports keeping processing within the required continent, while Region-specific S3 policies keep stored data under the applicable regional controls. Amazon S3 Object Lock provides WORM retention to protect stored records, Amazon Macie discovers and classifies sensitive data in Amazon S3, and CloudTrail provides auditable API activity with log-file integrity validation.

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