diff --git a/inventory/inventory b/inventory/inventory
index 0c11efa4ce..2ab2d3bb12 100644
--- a/inventory/inventory
+++ b/inventory/inventory
@@ -52,6 +52,8 @@ pkgs02.phx2.fedoraproject.org
 notifs-web01.phx2.fedoraproject.org
 wiki02.phx2.fedoraproject.org
 
+[gdpr_delete]
+
 [certgetter]
 certgetter01.phx2.fedoraproject.org
 
diff --git a/playbooks/manual/gdpr/delete.yml b/playbooks/manual/gdpr/delete.yml
new file mode 100644
index 0000000000..cefa0a2075
--- /dev/null
+++ b/playbooks/manual/gdpr/delete.yml
@@ -0,0 +1,16 @@
+# This playbook removes some data that Fedora knows about a username and/or e-mail address.
+#
+# Please read http://fedora-infra-docs.readthedocs.io/en/latest/sysadmin-guide/sops/gdpr_delete.html
+# for information about how to use this playbook and how to integration applications with it.
+
+- name: Delete user data
+  hosts: gdpr_delete
+  strategy: free
+  tasks:
+    # Non-huge SAR retrieval
+    - command: "{{ gdpr_delete_script }}"
+      environment:
+        SAR_USERNAME: "{{ gdpr_delete_fas_user }}"
+        SAR_EMAIL: "{{ gdpr_delete_email }}"
+      become: yes
+      become_user: "{{ gdpr_delete_script_user }}"