AIF-C01 Applications of Foundation Models Practice Question
A healthcare organization is using Amazon Bedrock to analyze medical images and generate radiology reports. They need to comply with HIPAA regulations and ensure patient data is not used for model training. Which configuration should they use?
⚠ Common exam trap
Test-takers frequently assume fine-tuning (Option A) is the only way to customize models for healthcare, but they overlook that HIPAA prohibits using PHI for training, making Provisioned Throughput with data isolation the correct choice for compliant inference.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Use a provisioned throughput model with data isolation
Provisioned Throughput with data isolation in Amazon Bedrock ensures that the customer's inference data (including patient medical images and reports) is not used for any model training or service improvement, and it provides a dedicated, isolated environment that meets HIPAA compliance requirements. This configuration guarantees that patient data remains within the customer's AWS account and is not shared with other customers or used to improve the base model.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Fine-tune the model using a custom dataset and deploy as a custom model
Why it's wrong here
Fine-tuned models may still be subject to data retention policies.
- ✓
Use a provisioned throughput model with data isolation
Why this is correct
Provisioned throughput ensures data is not used for training and meets compliance requirements.
- ✗
Use the on-demand model through Amazon Bedrock
Why it's wrong here
On-demand may not provide the required data isolation for HIPAA.
- ✗
Use a third-party model hosted outside of AWS
Why it's wrong here
Third-party models may not have HIPAA-compliant data handling.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AIF-C01 practice question is part of Courseiva's free Amazon Web Services certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AIF-C01 exam.