diff --git a/test/integration/network-integration.cfg b/test/integration/network-integration.cfg
new file mode 100644
index 00000000000..5d4c9fbbc06
--- /dev/null
+++ b/test/integration/network-integration.cfg
@@ -0,0 +1,5 @@
+# NOTE: This file is used by ansible-test to override specific Ansible constants
+# This file is used by `ansible-test network-integration`
+
+[defaults]
+timeout = 60
diff --git a/test/runner/lib/ansible_util.py b/test/runner/lib/ansible_util.py
index 6eb3608eecd..2cd7013fd8e 100644
--- a/test/runner/lib/ansible_util.py
+++ b/test/runner/lib/ansible_util.py
@@ -21,10 +21,14 @@ def ansible_environment(args, color=True):
     if not path.startswith(ansible_path + os.pathsep):
         path = ansible_path + os.pathsep + path
 
+    ansible_config = '/dev/null'
+    if os.path.isfile('test/integration/%s.cfg' % args.command):
+        ansible_config = os.path.abspath('test/integration/%s.cfg' % args.command)
+
     ansible = dict(
         ANSIBLE_FORCE_COLOR='%s' % 'true' if args.color and color else 'false',
         ANSIBLE_DEPRECATION_WARNINGS='false',
-        ANSIBLE_CONFIG='/dev/null',
+        ANSIBLE_CONFIG=ansible_config,
         ANSIBLE_HOST_KEY_CHECKING='false',
         PYTHONPATH=os.path.abspath('lib'),
         PAGER='/bin/cat',