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CloudCertPrep
AI-900Domain 4: Describe Features of Natural Language Processing Workloads on AzureNLP & SpeechmediumSingle choice

A health company must automatically identify and redact phone numbers and patient names from transcripts before sharing them externally. Which Azure AI Language capability does this?

A.Key phrase extraction

Key phrases are topics — not sensitive-data discovery.

B.Personally identifiable information (PII) detection

PII detection + redaction = the exact feature. Correct.

C.Entity linking

Linking resolves entities to references — not redaction.

D.Custom text classification

Custom classification assigns document labels — not field redaction.

Why this answer

PII detection identifies sensitive entities (names, phone numbers, SSNs, addresses) in text or transcripts and can redact them — the compliance-critical NLP feature. Entity linking maps entities to known references but isn't focused on sensitivity/redaction.

Correct answer: B · Last reviewed 2026-02-14

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