AI-102 Question 400
Single answerYou are designing an Azure AI solution to process and extract data from a large volume of invoices that include fields such as invoice number, date, total amount, and vendor name. You want to use a prebuilt model to quickly extract this data without requiring custom training. Which Azure service or feature should you use?
- A
Azure Form Recognizer Prebuilt Invoice Model
- B
Azure Computer Vision OCR
- C
Azure Cognitive Search
- D
Azure Custom Vision
Show answer and explanation
Correct answer: A
Explanation
The Azure Form Recognizer Prebuilt Invoice Model is the most appropriate choice for this scenario because it is purpose-built to extract data fields like invoice number, date, total amount, and vendor name from invoices. It does not require custom training and is optimized for this type of document processing, unlike the other options which are not designed for structured data extraction from invoices.
- A. Correct.
The Azure Form Recognizer Prebuilt Invoice Model is specifically designed to extract key-value pairs and tabular data from invoices, making it the best choice for this scenario.
- B. Incorrect.
Azure Computer Vision OCR can extract text from images but does not provide structured data extraction specific to invoices or other document types.
- C. Incorrect.
Azure Cognitive Search is used for indexing and searching text or documents but does not offer prebuilt models for extracting structured data from invoices.
- D. Incorrect.
Azure Custom Vision is used for training custom image classification or object detection models and is not suitable for extracting structured data from documents.