diff --git a/AI/README.md b/AI/README.md
index 903b5bf..811925b 100644
--- a/AI/README.md
+++ b/AI/README.md
@@ -3,7 +3,7 @@ This subfolder contains samples that can help you create AI solutions.
 
 | Tool | Description |
 | --- | --- |
-| [GenAI ChatBot Application](/AI/GenAI-ChatBot-application-samples) | This sample shows up to create a web-based chatbot application using the GenAI ChatBot application found in [Workload Factory](https://console.workloads.netapp.com). |
+| [GenAI ChatBot Application](/AI/GenAI-ChatBot-application-sample) | This sample shows up to create a web-based chatbot application using the GenAI ChatBot application found in [Workload Factory](https://console.workloads.netapp.com). |
 
 ## Author Information
 
diff --git a/EKS/README.md b/EKS/README.md
index b151b87..27971f4 100644
--- a/EKS/README.md
+++ b/EKS/README.md
@@ -3,7 +3,7 @@ This subfolder contains samples that can help you create solutions using AWS EKS
 
 | Tool | Description |
 | --- | --- |
-| [FSxN as PVC for EKS](/EKS/FSxN-as-PVC-for-EKS) | This sample shows how to create a sandbox environment that demonstrates how to use FSx for NetApp ONTAP as a persistent volume for an EKS cluster. |
+| [FSxN as PVC for EKS](/EKS/FSxN-as-PVC-for-EKS) | This sample shows how to create a sandbox environment that demonstrates how to use FSx for NetApp ONTAP as a persistent storage for an EKS cluster. |
 
 ## Author Information
 
diff --git a/Terraform/README.md b/Terraform/README.md
index 6b58923..61df744 100644
--- a/Terraform/README.md
+++ b/Terraform/README.md
@@ -1,4 +1,4 @@
-# Monitoring Overview
+# Terraform Overview
 This subfolder contains various examples of how you can use Terraform to deploy various solutions that use FSx for NetApp ONTAP.
 
 | Tool | Description |