AWS Certified Generative AI Developer - Professional AIP-C01

By Amazon · Question Mode

QuestionQ41

Implementation and Integration

A financial services company is rolling out a generative AI (GenAI) application that uses Amazon Bedrock to help customer service representatives deliver personalized investment advice to customers. The company must implement a comprehensive governance solution that follows responsible AI practices and satisfies regulatory requirements.

The solution must detect and prevent hallucinations in recommendations. It must include safety controls for customer interactions, monitor model behavior drift in real time, and retain audit trails of all prompt-response pairs for regulatory review.

The company must deploy the solution within 60 days. The solution must integrate with the company's existing compliance dashboard and respond to customers within 200 ms.

Which solution meets these requirements with the LEAST operational overhead?

Explanation

Amazon Bedrock Knowledge Bases provides a managed retrieval-augmented generation workflow that grounds responses in enterprise data and supplies source attribution, reducing hallucination risk. Amazon Bedrock Guardrails evaluates inputs and responses against configured safety policies. Storing and indexing prompt-response records in Amazon OpenSearch Service supports searchable regulatory audit trails, and Amazon QuickSight can use the collected data for compliance reporting and behavior-trend analysis. This managed-service combination minimizes the custom code and operational infrastructure required for rapid deployment.

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