AIP-C01 Practice Question: Foundation Model Integration Data And Compliance
A company is building a RAG application using Amazon Bedrock and needs to ensure that sensitive PII is filtered out before it reaches the foundation model. Which feature should be used to achieve this?
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
✓
Amazon Bedrock Guardrails
Amazon Bedrock Guardrails allows users to configure content filters, including PII redaction, to prevent sensitive information from being processed by or returned from foundation models.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
AWS WAF on the Bedrock API endpoint
Why it's wrong here
AWS WAF is for web traffic protection, not model input content filtering.
- ✗
Amazon Macie on the S3 bucket housing the source data
Why it's wrong here
Macie discovers PII but does not perform real-time redaction for model prompts.
- ✓
Amazon Bedrock Guardrails
Why this is correct
Guardrails provides PII redaction and content filtering capabilities.
- ✗
AWS Glue DataBrew
Why it's wrong here
DataBrew is for data transformation, not real-time LLM input filtering.
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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.