diff --git a/.codespell_exclude_lines.txt b/.codespell_exclude_lines.txt
index f997b52ef..f315ccdc1 100644
--- a/.codespell_exclude_lines.txt
+++ b/.codespell_exclude_lines.txt
@@ -17,3 +17,4 @@ command-line argument to the ``az aks nodepool add`` command.
    $ az aks nodepool add --resource-group <rg-name> --name gpunodes --cluster-name <cluster-name> \
 `Skip GPU driver installation (preview) <https://learn.microsoft.com/en-us/azure/aks/gpu-cluster?source=recommendations&tabs=add-ubuntu-gpu-node-pool#skip-gpu-driver-installation-preview>`__
 After you start your Azure AKS cluster with an image that includes a preinstalled NVIDIA GPU Driver
+   Azure AKS <microsoft-aks.rst>
diff --git a/gpu-operator/index.rst b/gpu-operator/index.rst
index 18c02fe44..678d1b7f9 100644
--- a/gpu-operator/index.rst
+++ b/gpu-operator/index.rst
@@ -35,7 +35,7 @@
 
 
 .. toctree::
-   :caption: Advanced Operator configurations
+   :caption: Advanced Operator Configuration
    :titlesonly:
    :hidden:
 
diff --git a/gpu-operator/overview.rst b/gpu-operator/overview.rst
index 3d78b3504..daca66960 100644
--- a/gpu-operator/overview.rst
+++ b/gpu-operator/overview.rst
@@ -33,7 +33,14 @@ within Kubernetes to automate the management of all NVIDIA software components n
 Kubernetes device plugin for GPUs, the `NVIDIA Container Toolkit <https://github.com/NVIDIA/nvidia-container-toolkit>`_,
 automatic node labelling using `GFD <https://github.com/NVIDIA/gpu-feature-discovery>`_, `DCGM <https://developer.nvidia.com/dcgm>`_ based monitoring and others.
 
-----
+
+.. card:: Red Hat OpenShift
+
+   For information about installing, managing, and upgrading the Operator,
+   refer to :external+ocp:doc:`index`.
+
+   Information about supported versions is available in :ref:`Supported Operating Systems and Kubernetes Platforms`.
+
 
 Documentation
 ==============