Microsoft Azure AI Engineer Associate AI-102 Practice Question
Your company receives thousands of scanned purchase orders in PDF format each day. You must automatically extract the item descriptions, quantities, and total amounts and return the data as JSON through a REST API for downstream processing. Which Azure AI service should you choose to achieve this requirement while minimizing custom model training effort?
Azure AI Text Analytics for Health
Azure AI Computer Vision Read API
Azure OpenAI Service with GPT-4 and custom prompt engineering
Azure AI Document Intelligence prebuilt invoice model
The Azure AI Document Intelligence prebuilt invoice model is specifically designed to extract structured fields from financial documents such as invoices, receipts, and purchase orders and returns the data as JSON. It handles both printed and handwritten content and requires no custom training for common invoice fields. Text Analytics for Health is limited to medical entities, Computer Vision Read only provides raw OCR text without semantic fields, and using GPT-4 via Azure OpenAI would require custom prompts and post-processing and is not the most efficient or purpose-built solution for document field extraction.
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Microsoft Azure AI Engineer Associate AI-102
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