diff --git a/documentation/LocalDeployment.md b/documentation/LocalDeployment.md
index 2ec2bf0a..4cbc799e 100644
--- a/documentation/LocalDeployment.md
+++ b/documentation/LocalDeployment.md
@@ -79,7 +79,7 @@ The files for the dev container are located in `/.devcontainer/` folder.
      ```bash
      az ad signed-in-user show --query id -o tsv
      ```
-     You will also be prompted for locations for Cosmos and Open AI services.  This is to allow separate regions where there may be service quota restrictions.
+     You will also be prompted for locations for Cosmos and OpenAI services.  This is to allow separate regions where there may be service quota restrictions.
 
    - **Additional Notes**:
 
diff --git a/documentation/images/readme/macae-application.png b/documentation/images/readme/macae-application.png
index c9d8b5bd..923c3ad2 100644
Binary files a/documentation/images/readme/macae-application.png and b/documentation/images/readme/macae-application.png differ