AI-102 Plan and manage an Azure AI solution Practice Question
Which TWO actions should you take to ensure compliance with data privacy regulations when using Azure AI Language to process customer support transcripts that contain personally identifiable information (PII)?
⚠ Common exam trap
Watch out — candidates often confuse data encryption (Option B) with data anonymization or redaction, assuming that encrypting the data at rest or in transit is sufficient for privacy compliance, whereas regulations like GDPR require active masking or removal of PII from the content itself, not just cryptographic protection.
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
✓
Enable PII detection and redaction in the Azure AI Language service.
Azure AI Language's PII detection and redaction feature is specifically designed to identify and mask personally identifiable information (PII) in text, such as names, addresses, and social security numbers, directly within the service. This built-in capability ensures that sensitive data is removed or obfuscated before storage or further processing, directly supporting compliance with data privacy regulations like GDPR or HIPAA.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Disable diagnostic logging for the resource.
Why it's wrong here
Logging should be carefully managed but not disabled for compliance.
- ✗
Use customer-managed keys (CMK) for encryption.
Why it's wrong here
CMK protects data at rest but does not directly address PII in text.
- ✗
Apply Azure AI Content Safety filters to anonymize personal data.
Why it's wrong here
Content Safety filters harmful content, not PII.
- ✓
Enable PII detection and redaction in the Azure AI Language service.
Why this is correct
PII detection identifies and redacts sensitive information.
- ✓
Configure data residency by selecting the appropriate Azure region.
Why this is correct
Data residency ensures data stays within jurisdictional boundaries.
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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