diff --git a/playbooks/ansible.cfg b/playbooks/ansible.cfg
index 9487a90afd..50c93114a9 100644
--- a/playbooks/ansible.cfg
+++ b/playbooks/ansible.cfg
@@ -5,6 +5,12 @@ filter_plugins = plugins/filters
 action_plugins = plugins/actions
 
 gathering = smart
+
+# Fact caching
+fact_caching = jsonfile
+fact_caching_connection = /etc/openstack_deploy/ansible_facts
+fact_caching_timeout = 86400
+
 hostfile = inventory
 host_key_checking = False