AI-102 Question 23
Single answerA company needs to extract text, tables, and key-value pairs from a variety of document formats, including PDFs, scanned images, and handwritten forms. The solution must minimize custom development and integrate seamlessly into their existing Azure environment. Which Azure service should they use?
- A
Azure Form Recognizer
- B
Azure Cognitive Search
- C
Azure Computer Vision
- D
Azure Machine Learning
Show answer and explanation
Correct answer: A
Explanation
Azure Form Recognizer is the most appropriate service for this scenario because it is purpose-built for extracting structured data (text, tables, key-value pairs) from various document formats, including scanned images and PDFs, with minimal custom development. The other options either lack the required functionality or require significant custom development.
- A. Correct.
Azure Form Recognizer is specifically designed for document intelligence scenarios. It can extract structured data such as text, tables, and key-value pairs from various document formats with minimal custom development.
- B. Incorrect.
Azure Cognitive Search is used for indexing and searching data but does not specialize in extracting structured data from documents like text, tables, or key-value pairs.
- C. Incorrect.
Azure Computer Vision can extract text using OCR but lacks advanced features like key-value pair extraction or table recognition, making it less suitable for comprehensive document intelligence solutions.
- D. Incorrect.
Azure Machine Learning is a platform for building custom machine learning models. While it could be used to build a document intelligence solution, it requires significant custom development, which contradicts the requirement for minimal custom work.