diff --git a/babel-django.cfg b/babel-django.cfg
new file mode 100644
index 00000000..ab7d37bf
--- /dev/null
+++ b/babel-django.cfg
@@ -0,0 +1,5 @@
+[extractors]
+django = django_babel.extract:extract_django
+
+[python: ironic_ui/**.py]
+[django: ironic_ui/**/templates/**.html]
diff --git a/babel-djangojs.cfg b/babel-djangojs.cfg
new file mode 100644
index 00000000..8234f0f8
--- /dev/null
+++ b/babel-djangojs.cfg
@@ -0,0 +1,14 @@
+[extractors]
+# We use a custom extractor to find translatable strings in AngularJS
+# templates. The extractor is included in horizon.utils for now.
+# See http://babel.pocoo.org/docs/messages/#referencing-extraction-methods for
+# details on how this works.
+angular = horizon.utils.babel_extract_angular:extract_angular
+
+[javascript: ironic_ui/**.js]
+
+# We need to look into all static folders for HTML files.
+# The **/static ensures that we also search within
+# /openstack_dashboard/dashboards/XYZ/static which will ensure
+# that plugins are also translated.
+[angular: ironic_ui/**/static/**.html]
diff --git a/babel.cfg b/babel.cfg
deleted file mode 100644
index 15cd6cb7..00000000
--- a/babel.cfg
+++ /dev/null
@@ -1,2 +0,0 @@
-[python: **.py]
-
diff --git a/setup.cfg b/setup.cfg
index d17fcbe9..beb4457e 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -21,7 +21,7 @@ classifier =
 
 [files]
 packages =
-    ironic-ui
+    ironic_ui
 
 [build_sphinx]
 source-dir = doc/source
@@ -30,17 +30,3 @@ all_files = 1
 
 [upload_sphinx]
 upload-dir = doc/build/html
-
-[compile_catalog]
-directory = ironic-ui/locale
-domain = ironic-ui
-
-[update_catalog]
-domain = ironic-ui
-output_dir = ironic-ui/locale
-input_file = ironic-ui/locale/ironic-ui.pot
-
-[extract_messages]
-keywords = _ gettext ngettext l_ lazy_gettext
-mapping_file = babel.cfg
-output_file = ironic-ui/locale/ironic-ui.pot