diff --git a/README.md b/README.md
index f17e2550..d2b0773c 100644
--- a/README.md
+++ b/README.md
@@ -50,16 +50,15 @@ For a full deployment, we use [Kubeflow Kfctl](https://github.com/kubeflow/kfctl
 
 ## 2. Access the MLX UI
 
-1. By default the MLX UI is available at <public-ip-of-node>:30380/os
+By default, the MLX UI is available at http://<cluster_node_ip>:30380/mlx/
 
-To find the public ip of a node of your cluster
+If you deployed on a **Kubernetes** cluster, run the following and look for the External-IP column to find the public IP of a node.
 
 ```bash
 kubectl get node -o wide
 ```
-Look for the ExternalIP column.
 
-2. If you are on a openshift cluster you can also make use of the IstioIngresGateway Route. You can find it in the OpenShift Console or in the CLI
+If you deployed using **OpenShift**, you can use IstioIngresGateway Route. You can find it in the OpenShift Console or using the CLI.
 
 ```bash
 oc get route -n istio-system
diff --git a/dashboard/origin-mlx/mlx-ui.yaml b/dashboard/origin-mlx/mlx-ui.yaml
index 07762ab0..121d443d 100644
--- a/dashboard/origin-mlx/mlx-ui.yaml
+++ b/dashboard/origin-mlx/mlx-ui.yaml
@@ -38,7 +38,7 @@ spec:
         - name: REACT_APP_UPLOAD
           value: "true"
         - name: REACT_APP_BASE_PATH
-          value: /os
+          value: /mlx
         ports:
         - containerPort: 3000
       serviceAccountName: mlx-ui
@@ -92,9 +92,9 @@ spec:
   http:
   - match:
     - uri:
-        prefix: /os
+        prefix: /mlx
     rewrite:
-      uri: /os
+      uri: /mlx
     route:
     - destination:
         host: mlx-ui.kubeflow.svc.cluster.local