update images

Author: laujan

articles/ai-services/content-understanding/media/overview/overview-flow.png

@@ -1,17 +1,19 @@
 ---
 title: What is Azure AI Content Understanding?
 titleSuffix: Azure AI services
-description: Learn about Azure AI Content Understanding solutions
+description: Learn about Azure AI Content Understanding solutions, processes, workflows, use-cases, and field extractions.
 author: laujan
 ms.author: lajanuar
 manager: nitinme
 ms.service: azure-ai-content-understanding
 ms.topic: overview
 ms.date: 11/19/2024
 ms.custom: ignite-2024-understanding-release
+
+#customer intent: As a user, I want to learn more about Content Understanding solutions.
 ---
 
-# What is Azure AI Content Understanding?
+# What is Azure AI Content Understanding (preview)?
 
 > [!IMPORTANT]
 >
@@ -23,7 +25,7 @@ Azure AI Content Understanding is a new Generative AI based [**Azure AI Service*
 
 Content Understanding offers a streamlined process to reason over large amounts of unstructured data, accelerating time-to-value by generating an output that can be integrated into automation and analytical workflows.
 
-:::image type="content" source="media/overview/content-understanding-overview.png" alt-text="Screenshot of Content Understanding overview.":::
+:::image type="content" source="media/overview/overview-flow.png" alt-text="Screenshot of Content Understanding overview, process, and workflow.":::
 
 ## Why process with Content Understanding?
 
@@ -42,6 +44,7 @@ Content Understanding offers a streamlined process to reason over large amounts
 * **Analytics and reporting**: Content Understanding's extracted field outputs enhance analytics and reporting, allowing businesses to gain valuable insights, conduct deeper analysis, and make informed decisions based on accurate reports.
 
 ## Applications
+
 Common applications for Content Understanding include:
 
 |Application|Description|Quickstart|

articles/ai-services/content-understanding/media/overview/content-understanding-overview.png renamed to articles/ai-services/content-understanding/media/quickstarts/ai-foundry-overview.png

@@ -13,6 +13,8 @@ ms.custom: ignite-2024-understanding-release
 # Use Content Understanding in Azure AI Foundry
 [Azure AI Foundry](https://ai.azure.com/) is a comprehensive platform for developing and deploying generative AI applications and APIs responsibly. This guide shows you how to use Content Understanding and build an analyzer, either by creating your own schema from scratch or by using a suggested analyzer template.
 
+  :::image type="content" source="../media/quickstarts/ai-foundry-overview.png" alt-text="Screenshot of the Content Understanding workflow in the Azure AI Foundry.":::
+
 ## Steps to create a Content Understanding analyzer
 
 Azure AI Foundry enables you to build a Content Understanding analyzer tailored to your specific needs. An analyzer can extract data from your content based on your scenario.