Microsoft Certified: Azure AI Engineer AssociateImplement natural language processing solutionsEasy
A financial institution is developing a compliance monitoring system that needs to automatically identify and redact sensitive customer information, such as social security numbers and bank account details, from unstructured text documents. The system must ensure that no PII is exposed during processing. Which Azure AI service should the institution leverage to achieve this goal?
- AAzure AI Language - Text Summarization
- BAzure AI Language - Key Phrase Extraction
- CAzure AI Language - Sentiment Analysis
- DAzure AI Language - Personally Identifiable Information (PII) Detection
Show answer & explanationAnswer & explanation
Correct answer: D. Azure AI Language - Personally Identifiable Information (PII) Detection
Azure AI Language's PII Detection capability is specifically designed to identify and redact sensitive information like social security numbers and bank account details from text, directly addressing the institution's requirement for compliance monitoring and PII protection.
Why the other options are wrong
- A. Text Summarization condenses text, which is not relevant to identifying and redacting PII.
- B. Key Phrase Extraction identifies important concepts, not sensitive personal data for redaction.
- C. Sentiment Analysis determines the emotional tone of text, not the presence of sensitive personal data.
Azure AI Language PII Detection
A feature within Azure AI Language that identifies, categorizes, and can redact sensitive personal information (PII) from unstructured text to help ensure privacy and compliance.
- Detects various types of PII (e.g., names, addresses, credit card numbers)
- Can optionally redact detected PII from the text
- Supports multiple languages
Memory trick: PII Patrol: Scan Documents, Secure Information.