diff --git a/heat/engine/clients/os/neutron/neutron_constraints.py b/heat/engine/clients/os/neutron/neutron_constraints.py
index 951db69607..c530675c38 100644
--- a/heat/engine/clients/os/neutron/neutron_constraints.py
+++ b/heat/engine/clients/os/neutron/neutron_constraints.py
@@ -75,3 +75,13 @@ class SubnetPoolConstraint(constraints.BaseCustomConstraint):
         neutron_client = client.client('neutron')
         neutronV20.find_resourceid_by_name_or_id(
             neutron_client, 'subnetpool', value)
+
+
+class AddressScopeConstraint(constraints.BaseCustomConstraint):
+
+    expected_exceptions = (exceptions.NeutronClientException,)
+
+    def validate_with_client(self, client, value):
+        neutron_client = client.client('neutron')
+        neutronV20.find_resourceid_by_name_or_id(
+            neutron_client, 'address_scope', value)
diff --git a/heat/tests/clients/test_neutron_client.py b/heat/tests/clients/test_neutron_client.py
index 4f4dc91b05..e143b17ab1 100644
--- a/heat/tests/clients/test_neutron_client.py
+++ b/heat/tests/clients/test_neutron_client.py
@@ -170,6 +170,9 @@ class NeutronConstraintsValidate(common.HeatTestCase):
         ('validate_subnetpool',
             dict(constraint_class=nc.SubnetPoolConstraint,
                  resource_type='subnetpool')),
+        ('validate_address_scope',
+            dict(constraint_class=nc.AddressScopeConstraint,
+                 resource_type='address_scope')),
         ('validate_loadbalancer',
             dict(constraint_class=lc.LoadbalancerConstraint,
                  resource_type='loadbalancer')),
diff --git a/setup.cfg b/setup.cfg
index 4c99056cb3..3267d8deb1 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -77,6 +77,7 @@ heat.constraints =
     nova.flavor = heat.engine.clients.os.nova:FlavorConstraint
     nova.host = heat.engine.clients.os.nova:HostConstraint
     nova.network = heat.engine.clients.os.nova:NetworkConstraint
+    neutron.address_scope = heat.engine.clients.os.neutron.neutron_constraints:AddressScopeConstraint
     neutron.network = heat.engine.clients.os.neutron.neutron_constraints:NetworkConstraint
     neutron.port = heat.engine.clients.os.neutron.neutron_constraints:PortConstraint
     neutron.router = heat.engine.clients.os.neutron.neutron_constraints:RouterConstraint