diff --git a/docs/user_guide/advanced_functionality/Intel_OOT_gpu_driver_installation.rst b/docs/user_guide/advanced_functionality/Intel_OOT_gpu_driver_installation.rst
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@@ -0,0 +1,173 @@
+.. SPDX-FileCopyrightText: (C) 2025 Intel Corporation
+.. SPDX-License-Identifier: Apache-2.0
+
+.. _intel_oot_gpu_driver_installation:
+
+Installation of Intel Out of Tree (OOT) GPU Drivers During Provisioning
+=======================================================================
+
+Here are the supported GPU drivers for Intel platforms:
+
+#. Intel iGPU - ADL, RPL platforms.
+
+#. Intel Battle Mage 580 GPU - Xeon platforms (Dell XR12 Icelake).
+
+Follow the steps below to install Intel Out of Tree (OOT) GPU Drivers for Ubuntu 24.04 LTS
+OS profile.
+
+Step 1: Login to orch-cli
+-------------------------
+
+Login to orch-cli if not logged in yet.
+
+Replace the placeholders in the command below:
+
+- ``<API_USER>``: Your API username.
+- ``<API_PASSWORD>``: Your API password.
+- ``<CLUSTER>``: Your cluster domain.
+
+.. code-block:: bash
+
+   orch-cli login <API_USER> <API_PASSWORD> --keycloak https://keycloak.<CLUSTER>/realms/master
+
+Step 2: Create Custom Cloud-Init Resource to Install Intel OOT GPU Drivers
+--------------------------------------------------------------------------
+
+Create a custom cloud-init YAML file called ``gpu_driver_installation.yaml`` with the content
+below.
+
+Replace ``<PLATFORM_TYPE>`` with the proper platform type:
+
+- ``ADL``: Alderlake iGPU installation.
+- ``RPL``: Raptorlake iGPU installation.
+- ``BMG``: Battlemage discrete GPU installation on Xeon platforms.
+
+.. code-block:: yaml
+
+   #cloud-config
+   merge_how: 'dict(recurse_array,no_replace)+list(append)'
+   runcmd:
+     - |
+       wget https://af01p-png.devtools.intel.com/artifactory/hspe-edge-png-local/ubuntu/daily/panther-lake/20251106-1458/installer.sh --no-check-certificate --no-proxy -O /tmp/installer.sh
+       chmod +x /tmp/installer.sh
+
+       sed -i '/parition_extention/i export DEBIAN_FRONTEND=noninteractive' /tmp/installer.sh
+       sed -i '/export DEBIAN_FRONTEND=noninteractive/a \
+       wait_until_base_pkg_install_done() { \
+       while [ true ]; do \
+           if [ -f "/home/postinstall/Setup/.base_pkg_install_done" ]; then \
+               echo "Base package installation completed. Proceeding..."; \
+               break; \
+           else \
+               echo "Waiting for base package installation to complete..."; \
+               sleep 2; \
+           fi; \
+       done \
+       }' /tmp/installer.sh
+       sed -i '/parition_extention/i wait_until_base_pkg_install_done' /tmp/installer.sh
+
+       sed -i '/ProxySetUp/a source /etc/apt/apt.conf.d/99proxy.conf\
+       source /etc/environment' installer.sh
+       sed -i '/^[[:space:]]*parition_extention\([[:space:]]\|$\)/ s/^/#/' /tmp/installer.sh
+       sed -i '/^[[:space:]]*reconfigureGrub\([[:space:]]\|$\)/ s/^/#/' /tmp/installer.sh
+       sed -i '/^[[:space:]]*InstallPackage\([[:space:]]\|$\)/ s/^/#/' /tmp/installer.sh
+       sed -i '/^[[:space:]]*InternalConfigSetup\([[:space:]]\|$\)/ s/^/#/' /tmp/installer.sh
+       sed -i '/^[[:space:]]*ValidatePackages\([[:space:]]\|$\)/ s/^/#/' /tmp/installer.sh
+       sed -i '/reboot/i touch /home/postinstall/Setup/.custom_update_done' /tmp/installer.sh
+       sed -i '/reboot/i apt-get install ubuntu-desktop -y' /tmp/installer.sh
+       if [ ! -f /home/postinstall/Setup/.custom_update_done ]; then
+           /tmp/installer.sh <PLATFORM_TYPE> default
+       fi
+
+Step 3: Create Custom Cloud-Init Config
+---------------------------------------
+
+Replace the placeholders below as per your orchestrator:
+
+- ``<PROJECT_NAME>``: Project name.
+- ``<CLUSTER>``: Cluster domain.
+
+.. code-block:: bash
+
+   orch-cli create customconfig install-gpu-driver ./gpu_driver_installation.yaml \
+       --project <PROJECT_NAME> \
+       --description "Intel OOT GPU driver installation" \
+       --api-endpoint https://api.<CLUSTER>
+
+List all the custom configurations along with resource ID:
+
+.. code-block:: bash
+
+   orch-cli list customconfig --project <PROJECT_NAME> --api-endpoint https://api.<CLUSTER>
+
+Step 4: Register the Device with Custom Configuration
+-----------------------------------------------------
+
+Register the edge node to EMF orchestrator and choose the Ubuntu 24.04 profile.
+
+.. code-block:: bash
+
+   orch-cli create host --project <PROJECT_NAME> --generate-csv
+
+Replace ``<PROJECT_NAME>`` with your project name.
+
+Update the ``test.csv`` file with the following information:
+
+- Serial number of device.
+- OS profile ID of Ubuntu 24.04 LTS.
+- Site ID information.
+
+Create the host with Ubuntu OS profile and custom cloud-init:
+
+.. code-block:: bash
+
+   orch-cli create host --project <PROJECT_NAME> \
+       --api-endpoint https://api.<CLUSTER> \
+       --import-from-csv test.csv \
+       --cloud-init <CUSTOMCONFIG_ID>
+
+Replace the following placeholders:
+
+- ``<PROJECT_NAME>``: Project name created.
+- ``<CLUSTER>``: Cluster domain.
+- ``<CUSTOMCONFIG_ID>``: Custom configuration ID from Step 3.
+
+Step 5: Monitor the Provisioning Status
+---------------------------------------
+
+Monitor the provisioning status of the edge node using the orch-cli or EMF web console:
+
+.. code-block:: bash
+
+   orch-cli get host <host_resource_id>
+
+Replace ``<host_resource_id>`` with the ID of the edge node obtained during registration.
+
+Step 6: Verify the Installation
+-------------------------------
+
+Once the provisioning is complete, verify that the edge node is running the Ubuntu 24.04 OS
+profile by checking the OS version and verifying GPU installation:
+
+.. code-block:: bash
+
+   lspci -nn | grep Graphics
+
+You can also verify the GPU driver is loaded correctly:
+
+.. code-block:: bash
+
+   lsmod | grep i915
+
+Related Documentation
+---------------------
+
+- For more details on using the orch-cli, refer to the
+  :doc:`orch-cli user guide </user_guide/package_software/orch_cli/orch_cli_guide>`.
+
+- For more details on edge node provisioning, refer to the
+  :doc:`edge node provisioning guide </user_guide/set_up_edge_infra/edge_node_onboard/index>`.
+
+- For more details on custom OS profiles, refer to the
+  :doc:`custom OS profile guide </user_guide/advanced_functionality/custom_os_profile>`.
+
diff --git a/docs/user_guide/advanced_functionality/index.rst b/docs/user_guide/advanced_functionality/index.rst
index 6a6354b5..c1504a66 100644
--- a/docs/user_guide/advanced_functionality/index.rst
+++ b/docs/user_guide/advanced_functionality/index.rst
@@ -19,6 +19,7 @@ application's capabilities:
    * :doc:`/user_guide/advanced_functionality/custom_config`
    * :doc:`/user_guide/advanced_functionality/vpro_power_mgt`
    * :doc:`/user_guide/advanced_functionality/custom_os_profile`
+   * :doc:`/user_guide/advanced_functionality/Intel_OOT_gpu_driver_installation`
 
 
 .. toctree::
@@ -39,3 +40,4 @@ application's capabilities:
    vpro_power_mgt
    configure_edgenode_lvm_parition.rst
    custom_os_profile
+   Intel_OOT_gpu_driver_installation