diff --git a/openshift-ci/scripts/install_kustomize.sh b/openshift-ci/scripts/install_kustomize.sh
new file mode 100755
index 00000000..8601126f
--- /dev/null
+++ b/openshift-ci/scripts/install_kustomize.sh
@@ -0,0 +1,78 @@
+#!/bin/bash
+
+set -e
+version="v3.2.3"
+
+# Function to detect the operating system
+detect_os() {
+  case "$(uname -s)" in
+    Linux*)     os="linux";;
+    Darwin*)    os="darwin";;
+    CYGWIN*|MINGW*|MSYS_NT*) os="windows";;
+    *)          echo "Unsupported OS: $(uname -s)"; exit 1;;
+  esac
+  echo "${os}"
+}
+
+# Function to detect the architecture
+detect_arch() {
+  case "$(uname -m)" in
+    x86_64)     arch="amd64";;
+    armv7l)     arch="arm";;
+    aarch64)    arch="arm64";;
+    *)          echo "Unsupported architecture: $(uname -m)"; exit 1;;
+  esac
+  echo "${arch}"
+}
+
+# Function to check if Kustomize is installed
+check_kustomize_installed() {
+  # Check if kustomize command exists and can run 'kustomize version'
+  if version_output=$(kustomize version 2>/dev/null); then
+    echo "Success: Kustomize is installed. Version: ${version_output}"
+  else
+    echo "Fail: Kustomize is not installed."
+    return 1
+  fi
+}
+
+# Function to download and install Kustomize
+install_kustomize() {
+  os=$1
+  arch=$2
+
+  local url="https://github.com/kubernetes-sigs/kustomize/releases/download/kustomize%2F$version/kustomize_kustomize.v3.2.3_$os_$arch"
+
+  echo "Downloading Kustomize from ${url}..."
+  curl -LO "${url}"
+
+  echo "Extracting Kustomize..."
+  
+  output=$(ls | grep kustomize)
+  echo "${output}"
+
+  mv "${output}" kustomize
+
+  echo "Installing Kustomize..."
+  chmod +x kustomize
+  export PATH=`pwd`:$PATH
+
+  echo "Kustomize installed successfully!"
+}
+
+# Main script execution
+main() {
+  echo "Detecting OS and architecture..."
+  os=$(detect_os)
+  arch=$(detect_arch)
+
+  echo "OS: ${os}"
+  echo "Architecture: ${arch}"
+
+  install_kustomize "${os}" "${arch}"
+
+  check_kustomize_installed
+}
+
+# Run the main function
+main
\ No newline at end of file
diff --git a/openshift-ci/scripts/oci-model-registry-deploy.sh b/openshift-ci/scripts/oci-model-registry-deploy.sh
index 6b78c835..de805810 100755
--- a/openshift-ci/scripts/oci-model-registry-deploy.sh
+++ b/openshift-ci/scripts/oci-model-registry-deploy.sh
@@ -10,6 +10,7 @@ OPENDATAHUB_CRDS="datascienceclusters.datasciencecluster.opendatahub.io,dsciniti
 DATA_SCIENCE_CLUSTER_CRDS="acceleratorprofiles.dashboard.opendatahub.io,datasciencepipelinesapplications.datasciencepipelinesapplications.opendatahub.io,odhapplications.dashboard.opendatahub.io,odhdashboardconfigs.opendatahub.io,odhdocuments.dashboard.opendatahub.io"
 MODEL_REGISTRY_CRDS="modelregistries.modelregistry.opendatahub.io"
 source "openshift-ci/scripts/colour_text_variables.sh"
+source "openshift-ci/scripts/install_kustomize.sh"
 
 # Function to monitor CRDS creation and deployment.
 # The function takes two arguments, reference to manifest and a wait time in seconds.