diff --git a/README.md b/README.md
index 1be50d9..7cf6f61 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
-# Nextcloud Visionatrix integration
+# Nextcloud Visionatrix Integration
-Introduce the scalable AI Media processing for Nextcloud.
+Introducing scalable AI media processing for Nextcloud.
-ExApp Visionatrix is a standalone [Visionatrix](https://github.com/Visionatrix/Visionatrix) that allows you to process your media files right in your Nextcloud.
+ExApp Visionatrix is a standalone [Visionatrix](https://github.com/Visionatrix/Visionatrix) service, allowing you to process media files directly within your Nextcloud.
-Each user authenticated using Nextcloud credentials and has their own tasks history.
+Each user is authenticated via Nextcloud credentials and has a personal task history.
-## TextToImage provider
+## TextToImage Provider
You can use Visionatrix as the TextToImage provider via [Nextcloud Assistant](https://github.com/nextcloud/assistant).
-As soon as you have Visionatrix flow installed, and it's supported, it will be registered as a TextToImage provider.
+
+Once the Visionatrix flow is installed and supported, it will be registered as a TextToImage provider.
> [!NOTE]
-> Not all Visionatrix flows are available in Nextcloud Assistant, see list [here](https://github.com/cloud-py-api/visionatrix/blob/main/ex_app/lib/supported_flows.py)
+> Not all Visionatrix flows are available in Nextcloud Assistant. See the list [here](https://github.com/cloud-py-api/visionatrix/blob/main/ex_app/lib/supported_flows.py)