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AI-102: How to Choose the Right Azure AI Model for Scanned Documents?

Prepare for the AI-102 certification with this guide on selecting the best Azure AI model for extracting data from scanned documents. Master receipt processing and boost your exam success!

Table of Contents

Question

You are a developer at Nutex Inc. and are developing an application that will extract information from scanned documents, such as merchant name, merchant phone number, transaction date, tax, and transaction total.

You are using Azure AI Document Intelligence to achieve the objective. Using the least amount of administrative effort, which Azure AI Document Intelligence model should you choose in the given scenario?

A. Custom extraction model
B. US 1040 Tax
C. Invoice
D. Receipt

Answer

D. Receipt

Explanation

In the given scenario, you would use the receipt model in Azure AI Document Intelligence. The receipt model is pre-built and will require the least amount of administrative effort. It is specifically designed to extract information from receipts. It can identify and extract key details such as merchant name, merchant phone number, transaction date, tax, transaction total, and line items from a scanned receipt.

You would not choose the invoice model in Azure AI Document Intelligence. This model is designed to extract key information from invoices. It can identify and extract data such as invoice number, invoice date, due date, total amount, and line items.

You would not choose the custom extraction model in the given scenario. This model allows users to create a tailored model that can be trained to extract specific information from documents based on their unique structure and data fields. While this model provides flexibility and customization, it requires additional effort in terms of training and setting up. In this scenario, where a pre-built receipt model already exists to meet the requirements, using a custom model would be unnecessary and less efficient.

You would not choose the US 1040 Tax model in the given scenario. The US 1040 Tax model is designed specifically for extracting information from US IRS Form 1040 tax documents. It is tailored to recognize and extract fields unique to tax forms, such as taxpayer identification numbers, income details, and deductions.

Microsoft Azure AI Engineer Associate AI-102 certification exam practice question and answer (Q&A) dump with detail explanation and reference available free, helpful to pass the Microsoft Azure AI Engineer Associate AI-102 exam and earn Microsoft Azure AI Engineer Associate AI-102 certification.