AIP-C01 Practice Question: Foundation Model Integration Data And Compliance
A healthcare organization must ensure that PII is removed from documents before they are stored in an Amazon Bedrock Knowledge Base. Which THREE actions should the developer take?
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
✓
Configure the Knowledge Base to use a private VPC endpoint to prevent data exfiltration.
Data preparation involves identifying, masking, and auditing data before it reaches the vector store.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Manually encrypt all files using AWS KMS before uploading to S3.
Why it's wrong here
While good practice, it does not address PII redaction requirements.
- ✓
Configure the Knowledge Base to use a private VPC endpoint to prevent data exfiltration.
Why this is correct
VPC endpoints ensure data traverses the AWS network, which is a compliance requirement.
- ✗
Enable Amazon Bedrock Data Protection policies to automatically strip PII during vectorization.
Why it's wrong here
Bedrock does not have an automatic PII-stripping feature for source documents.
- ✓
Use Amazon Comprehend to detect and redact PII in the source documents before ingestion.
Why this is correct
Amazon Comprehend provides PII detection and redaction capabilities.
- ✓
Implement an AWS Glue ETL job to sanitize data during the ingestion pipeline.
Why this is correct
Glue is the standard tool for cleaning data at scale before storage.
About these practice questions
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JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official Amazon Web Services exam blueprint
This AIP-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 AIP-C01 exam.