Microsoft Azure AI Engineer Associate AI-102 Practice Question
A company receives thousands of scanned invoices daily. They must automatically extract vendor name, invoice number, line items, and total amount as structured JSON so the data can be routed to their ERP system. The solution must work with varying layouts and require minimal training. Which Azure AI service should you use to meet these requirements?
Azure AI Language Service - Conversational Language Understanding
Azure AI Document Intelligence (formerly Form Recognizer) provides prebuilt and custom models for extracting key-value pairs, tables, and line items from documents such as invoices, receipts, and contracts. It supports heterogeneous layouts, can learn from a small labeled sample set, and outputs structured JSON. Azure Cognitive Search focuses on full-text indexing and search, not detailed field extraction. Conversational Language Understanding targets dialog intents, and Speech to Text transcribes audio, so neither meets the document information-extraction scenario.
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Microsoft Azure AI Engineer Associate AI-102
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