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Author: GraemeMalcolm

learn-pr/wwl-data-ai/read-text-images-documents-with-computer-vision-service/includes/2-options-read-text.md

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 There are multiple Azure AI services that read text from documents and images, each optimized for results depending on the input and the specific requirements of your application.
 
-- **Azure AI Vision** includes an *image analysis* capability that supports *optical character recognition* (OCR). Consider using Azure AI Vision in the following scenarios:
-    - **Text location and extraction from scanned documents**: Azure AI Vision is a great solution for general, unstructured documents that have been scanned as images. For example, reading text in labels, menus, or business cards.
-    - **Finding and reading text in photographs**: Examples include photo's that include street signs and store names.
-    - **Digital asset management (DAM)**: Azure AI Vision includes functionality for analyzing images beyond extracting text; including object detection, describing or categorizing an image, generating smart-cropped thumbnails and more. These capabilities make it a useful service when you need to catalog, index, or analyze large volumes of digital image-based content.
-- **Azure AI Document Intelligence** is a service that you can use to extract information from complex digital documents. Azure AI Document Intelligence is designed for extracting text, key-value pairs, tables, and structures from documents automatically and accurately. Key considerations for choosing Azure AI Document Intelligence include:
-    - **Form Processing**: Azure AI Document Intelligence is specifically designed to extract data from forms, invoices, receipts, and other structured documents.
-    - **Prebuilt Models**: Azure AI Document Intelligence provides prebuilt models for common document types to reduce complexity and integrate into workflows or applications.
-    - **Custom Models**: Creating custom models tailored to your specific documents, makes Azure AI Document Intelligence a flexible solution that can be used in many business scenarios.
-- **Azure AI Content Understanding** is a service that you can use to analyze and extract information from multiple kinds of content; including documents, images, audio streams, and video. It is suitable for:
-    - **Multimodal content extraction**: Extracting content and structured fields from documents, forms, audio, video, and images.
-    - **Custom content analysis scenarios**: Support for customizable analyzers enables you to extract specific content or fields tailored to business needs.
+## Azure AI Vision
+
+Azure AI Vision includes an *image analysis* capability that supports *optical character recognition* (OCR). Consider using Azure AI Vision in the following scenarios:
+
+- **Text location and extraction from scanned documents**: Azure AI Vision is a great solution for general, unstructured documents that have been scanned as images. For example, reading text in labels, menus, or business cards.
+- **Finding and reading text in photographs**: Examples include photo's that include street signs and store names.
+- **Digital asset management (DAM)**: Azure AI Vision includes functionality for analyzing images beyond extracting text; including object detection, describing or categorizing an image, generating smart-cropped thumbnails and more. These capabilities make it a useful service when you need to catalog, index, or analyze large volumes of digital image-based content.
+
+## Azure AI Document Intelligence
+
+Azure AI Document Intelligence is a service that you can use to extract information from complex digital documents. Azure AI Document Intelligence is designed for extracting text, key-value pairs, tables, and structures from documents automatically and accurately. Key considerations for choosing Azure AI Document Intelligence include:
+
+- **Form Processing**: Azure AI Document Intelligence is specifically designed to extract data from forms, invoices, receipts, and other structured documents.
+- **Prebuilt Models**: Azure AI Document Intelligence provides prebuilt models for common document types to reduce complexity and integrate into workflows or applications.
+- **Custom Models**: Creating custom models tailored to your specific documents, makes Azure AI Document Intelligence a flexible solution that can be used in many business scenarios.
+
+## Azure AI Content Understanding
+
+Azure AI Content Understanding is a service that you can use to analyze and extract information from multiple kinds of content; including documents, images, audio streams, and video. It is suitable for:
+
+- **Multimodal content extraction**: Extracting content and structured fields from documents, forms, audio, video, and images.
+- **Custom content analysis scenarios**: Support for customizable analyzers enables you to extract specific content or fields tailored to business needs.
 
 > [!NOTE]
 > In the rest of this module, we'll focus on the OCR image analysis feature in **Azure AI Vision**. To learn more about Azure AI Document Intelligence and Azure AI Content understanding, consider completing the following training modules: