diff --git a/en/docs/consume/discover-apis/marketplace-assistant.md b/en/docs/consume/discover-apis/marketplace-assistant.md
index a3cb21fed2..b119d284ea 100644
--- a/en/docs/consume/discover-apis/marketplace-assistant.md
+++ b/en/docs/consume/discover-apis/marketplace-assistant.md
@@ -112,7 +112,7 @@ There are a few potential reasons for this
 
 2. You may have configured the marketplace assistant after publishing those APIs.
 
-    APIs are only published to the vector database if the Al features are enabled and the token is configured. If you published the API before configuring the assistant, it might not be in the database, and the assistant wouldn't be aware of it. Re-publishing the API and trying again could resolve this. If you have numerous APIs, there's an option to upload them using the WSO2 API Controller
+    APIs are only published to the vector database if the AI features are enabled and the token is configured. If you published the API before configuring the assistant, it might not be in the database, and the assistant wouldn't be aware of it. Re-publishing the API and trying again could resolve this. If you have numerous APIs, there's an option to upload them using the WSO2 API Controller
 
 3. If you've published the API and are still receiving the above response, there could be two reasons:
 
diff --git a/en/docs/install-and-setup/setup/api-controller/ai-related-operations-with-apictl.md b/en/docs/install-and-setup/setup/api-controller/ai-related-operations-with-apictl.md
index a3c9f76a84..70e6d0aa1b 100644
--- a/en/docs/install-and-setup/setup/api-controller/ai-related-operations-with-apictl.md
+++ b/en/docs/install-and-setup/setup/api-controller/ai-related-operations-with-apictl.md
@@ -3,7 +3,7 @@
 To ensure that the Marketplace Assistant is fully informed about all published APIs and API Products, it is essential to update the vector database.
 You can use the **WSO2 API Controller (apictl)** to keep the vector database upto date.
 
-First you have to download and intialize the apictl.
+First you have to download and initialize the apictl.
 
 1.  Make sure that the WSO2 API-M is started and that the corresponding version of apictl is set up.   
 For more information, see [Download and Initialize the apictl]({{base_path}}/install-and-setup/setup/api-controller/getting-started-with-wso2-api-controller/#download-and-initialize-the-apictl).