diff --git a/charts/moco/templates/_helpers.tpl b/charts/moco/templates/_helpers.tpl
index e98b299b6..58dddc5af 100644
--- a/charts/moco/templates/_helpers.tpl
+++ b/charts/moco/templates/_helpers.tpl
@@ -23,3 +23,14 @@ app.kubernetes.io/version: {{ .Chart.AppVersion | quote }}
 {{- end }}
 app.kubernetes.io/managed-by: {{ .Release.Service }}
 {{- end }}
+
+{{/*
+Return the appropriate apiVersion for admissionregistration.
+*/}}
+{{- define "admissionregistration.apiVersion" -}}
+{{- if (lt (int .Capabilities.KubeVersion.Minor) 30) -}}
+admissionregistration.k8s.io/v1beta1
+{{- else -}}
+admissionregistration.k8s.io/v1
+{{- end }}
+{{- end }}
diff --git a/charts/moco/templates/generated/generated.yaml b/charts/moco/templates/generated/generated.yaml
index ed07e253f..a51b0cbd2 100644
--- a/charts/moco/templates/generated/generated.yaml
+++ b/charts/moco/templates/generated/generated.yaml
@@ -372,7 +372,7 @@ spec:
     app.kubernetes.io/component: moco-controller
     app.kubernetes.io/name: '{{ include "moco.name" . }}'
 ---
-apiVersion: admissionregistration.k8s.io/v1beta1
+apiVersion: '{{ include "admissionregistration.apiVersion" . }}'
 kind: ValidatingAdmissionPolicy
 metadata:
   labels:
@@ -400,7 +400,7 @@ spec:
         !(oldObject.metadata.annotations["moco.cybozu.com/prevent-delete"] == "true")
       messageExpression: oldObject.metadata.name + ' is protected from deletion'
 ---
-apiVersion: admissionregistration.k8s.io/v1beta1
+apiVersion: '{{ include "admissionregistration.apiVersion" . }}'
 kind: ValidatingAdmissionPolicyBinding
 metadata:
   labels:
diff --git a/config/kustomize-to-helm/overlays/templates/kustomization.yaml b/config/kustomize-to-helm/overlays/templates/kustomization.yaml
index 296f59960..2943a26b8 100644
--- a/config/kustomize-to-helm/overlays/templates/kustomization.yaml
+++ b/config/kustomize-to-helm/overlays/templates/kustomization.yaml
@@ -14,3 +14,14 @@ patchesStrategicMerge:
 
 transformers:
   - label-transformer.yaml
+
+patches:
+  - target:
+      group: admissionregistration.k8s.io
+      version: v1beta1
+      kind: 'ValidatingAdmissionPolicy|ValidatingAdmissionPolicyBinding'
+      name: '.*'
+    patch: |-
+      - op: replace
+        path: "/apiVersion"
+        value: '{{ include "admissionregistration.apiVersion" . }}'