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A financial institution needs to process a large volume of scanned loan application forms. These forms have a consistent layout but contain both machine-printed and handwritten entries for various fields like name, address, and loan amount. The solution must accurately extract all field values into a structured digital format for automated processing. Which Azure Cognitive Service is the most suitable for this task?
- AAzure Custom Vision
- BAzure Video Indexer
- CAzure Form Recognizer
- DAzure Computer Vision
Show answer & explanationAnswer & explanation
Correct answer: C. Azure Form Recognizer
Azure Form Recognizer (now part of Azure AI Document Intelligence) is specifically designed for extracting data from forms and documents, whether they are structured, semi-structured, or unstructured. It excels at handling both machine-printed and handwritten text in a consistent layout and converting it into structured data, which is precisely what's needed for loan applications.
Why the other options are wrong
- A. Custom Vision is for image classification and object detection, not document processing.
- B. Video Indexer is for video and audio analysis, not static document processing.
- D. Computer Vision provides general OCR but lacks the intelligent form understanding and structured output of Form Recognizer.
Azure Form Recognizer
Azure Form Recognizer (now Document Intelligence) is an AI service that uses machine learning to extract key-value pairs, text, and tables from documents, including forms, receipts, and invoices.
- Extracts structured data from documents.
- Supports machine-printed and handwritten text.
- Handles various document types (forms, invoices, receipts).
Memory trick: When forms need data, the Form Recognizer is the key orchestrator.