diff --git a/profiles/base/accounts/group/ml-service-dbus b/profiles/base/accounts/group/ml-service-dbus
new file mode 100644
index 0000000..89488a8
--- /dev/null
+++ b/profiles/base/accounts/group/ml-service-dbus
@@ -0,0 +1,3 @@
+group:ml-service-dbus
+gid:20177
+users:ml-service-dbus
diff --git a/profiles/base/accounts/user/ml-service-dbus b/profiles/base/accounts/user/ml-service-dbus
new file mode 100644
index 0000000..c865742
--- /dev/null
+++ b/profiles/base/accounts/user/ml-service-dbus
@@ -0,0 +1,6 @@
+user:ml-service-dbus
+uid:20177
+gid:20177
+gecos:Owner of the CrOS Machine Learning D-Bus service
+home:/dev/null
+shell:/bin/false