diff --git a/tasks/mq_setup.yml b/tasks/mq_setup.yml
index b8f9e45..5426136 100644
--- a/tasks/mq_setup.yml
+++ b/tasks/mq_setup.yml
@@ -33,6 +33,16 @@
         name: "{{ _oslomsg_rpc_vhost }}"
         state: "present"
 
+    - name: Apply RPC RabbitMQ vhost policies
+      rabbitmq_policy:
+        node: "rabbit@{{ _oslomsg_rpc_setup_host }}"
+        name: "{{ item.name }}"
+        pattern: "{{ item.pattern }}"
+        priority: "{{ item.priority | default(0) }}"
+        tags: "{{ item.tags }}"
+        vhost: "{{ _oslomsg_rpc_vhost }}"
+      loop: "{{ _oslomsg_rpc_policies | default([]) + oslomsg_rpc_policies }}"
+
     - name: Add RPC RabbitMQ user
       rabbitmq_user:
         user: "{{ _oslomsg_rpc_userid }}"
@@ -60,6 +70,18 @@
       when:
         - _oslomsg_notify_vhost != _oslomsg_rpc_vhost
 
+    - name: Apply Notify RabbitMQ vhost policies
+      rabbitmq_policy:
+        node: "rabbit@{{ _oslomsg_notify_setup_host }}"
+        name: "{{ item.name }}"
+        pattern: "{{ item.pattern }}"
+        priority: "{{ item.priority | default(0) }}"
+        tags: "{{ item.tags }}"
+        vhost: "{{ _oslomsg_notify_vhost }}"
+      loop: "{{ _oslomsg_notify_policies | default([]) + oslomsg_notify_policies }}"
+      when:
+        - _oslomsg_notify_vhost != _oslomsg_rpc_vhost
+
     - name: Add Notify RabbitMQ user
       rabbitmq_user:
         user: "{{ _oslomsg_notify_userid }}"