diff --git a/_multibuild b/_multibuild
new file mode 100644
index 0000000..0f6de97
--- /dev/null
+++ b/_multibuild
@@ -0,0 +1,4 @@
+<multibuild>
+  <package>openSUSE</package>
+  <package>SLE</package>
+</multibuild>
diff --git a/fwupd.changes b/fwupd.changes
index 1f45d1f..15dc548 100644
--- a/fwupd.changes
+++ b/fwupd.changes
@@ -1,3 +1,9 @@
+-------------------------------------------------------------------
+Fri Jul 24 06:52:18 UTC 2020 - Yifan Jiang <yfjiang@suse.com>
+
+- Build the package separately for openSUSE and SLE using
+  _multibuild (jsc#SLE-11744).
+
 -------------------------------------------------------------------
 Wed Jun 03 15:32:46 UTC 2020 - dimstar@opensuse.org
 
diff --git a/fwupd.spec b/fwupd.spec
index c3668a8..3ac0376 100644
--- a/fwupd.spec
+++ b/fwupd.spec
@@ -17,16 +17,35 @@
 # needssslcertforbuild
 
 
+%define flavor @BUILD_FLAVOR@%{nil}
+
+%if "%{flavor}" == ""
+ExclusiveArch:  %{nil}
+%else
+%define branding_name %{flavor}
+%if "%{flavor}" == "SLE"
+%define build_SLE 1
+%else
+%define build_openSUSE 1
+%endif
+%endif
+
+%if (0%{?build_SLE} && 0%{?is_opensuse}) || (0%{?build_openSUSE} && ! 0%{?is_opensuse})
+# Don't build SLE branding on openSUSE and vice-versa
+ExclusiveArch:  %{nil}
+%endif
+
 %ifarch %{ix86} x86_64 aarch64
 %bcond_without efi_fw_update
 %else
 %bcond_with efi_fw_update
 %endif
-%if 0%{?is_opensuse}
+%if 0%{?build_openSUSE}
 %global efidir opensuse
 %else
 %global efidir sles
 %endif
+
 Name:           fwupd
 Version:        1.4.2
 Release:        0