AWS Certified AI Practitioner (AIF-C01) — Question 169

A company is developing an editorial assistant application that uses generative AI. During the pilot phase, usage is low and application performance is not a concern. The company cannot predict application usage after the application is fully deployed and wants to minimize application costs.

Which solution will meet these requirements?

Answer options

• A. Use GPU-powered Amazon EC2 instances.
• B. Use Amazon Bedrock with Provisioned Throughput.
• C. Use Amazon Bedrock with On-Demand Throughput.
• D. Use Amazon SageMaker JumpStart.

Correct answer: C

Explanation

The correct choice is C, as Amazon Bedrock with On-Demand Throughput allows for scaling based on actual usage, which is ideal for uncertain future demand and minimizes costs. Option A is not cost-effective for low initial usage, option B incurs higher costs due to provisioned throughput regardless of demand, and option D does not specifically address the cost-efficiency needed in this scenario.