Overview of Azure AI Document Intelligence

source: Microsoft

Azure AI Document Intelligence is designed to automate the extraction and processing of information from documents, which is crucial for organizations dealing with large volumes of paperwork.

This automation aids in reducing manual data entry, enhancing accuracy, and improving operational efficiency. In this article, we’ll explore this service!

Key Components:

• 🔷 Document Ingestion: The service can ingest documents from various sources, digitizing them if necessary for further processing.
• 🔷 Classification and Extraction: Utilizing advanced machine learning models, the service classifies documents and extracts relevant information, transitioning from raw data to actionable insights.

Model Types:

• 🔷 General Models: For basic OCR and layout analysis, extracting raw text and understanding document structure.
• 🔷 Predefined Models: Tailored for specific document types like invoices, receipts, and ID documents, enabling out-of-the-box data extraction.
• 🔷 Custom Models: Allows users to train models on their unique document formats, ideal for specialized or non-standard documents.

Application and Usage