diff --git a/lib/aptible/api/service.rb b/lib/aptible/api/service.rb
index e418527..4162097 100644
--- a/lib/aptible/api/service.rb
+++ b/lib/aptible/api/service.rb
@@ -22,6 +22,21 @@ class Service < Resource
       field :instance_class
       field :created_at, type: Time
       field :updated_at, type: Time
+
+      def create_policy!(params)
+        params = { token: token }.merge(params)
+
+        # First create a link object so we know where to go
+        link = HyperResource::Link.new(
+          self,
+          'href' => "#{self.href}/service_sizing_policies"
+        )
+
+        # Now create the policy
+        link.create(
+          self.class.normalize_params(params)
+        )
+      end
     end
   end
 end