Microsoft Azure AI Engineer Associate AI-102 Practice Question
You are designing a backend workflow that ingests live customer chat messages. For compliance, the solution must automatically detect and redact government-issued IDs, phone numbers, and other personally identifiable information (PII) before the text is stored. You want to use a fully managed Azure service that provides ready-made NLP models and can be called through a REST API without custom training. Which Azure service should you choose?
Azure AI Language includes the PII entity recognition capability, which uses pretrained natural-language models to identify and optionally redact sensitive data such as phone numbers, social security numbers, and other personal details. It is exposed through the Language REST and SDK APIs and does not require you to supply training data. Azure AI Content Safety focuses on harmful or offensive content, not PII. Azure AI Document Intelligence extracts structured data from documents like forms and invoices. Azure AI Cognitive Search provides indexing and search over content but does not by itself perform PII detection. Therefore, Azure AI Language is the appropriate service for this requirement.
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Microsoft Azure AI Engineer Associate AI-102
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