diff --git a/docs/rhel7-livemedia.ks b/docs/rhel7-livemedia.ks
index c2094bba..ed81af07 100644
--- a/docs/rhel7-livemedia.ks
+++ b/docs/rhel7-livemedia.ks
@@ -369,4 +369,5 @@ syslinux
 
 # This package is needed to boot the iso on UEFI
 grub2-efi-*-cdboot
+grub2-efi-ia32
 %end
diff --git a/docs/rhel7-minimal.ks b/docs/rhel7-minimal.ks
index 7d0f1f55..43ad6e95 100644
--- a/docs/rhel7-minimal.ks
+++ b/docs/rhel7-minimal.ks
@@ -56,6 +56,7 @@ syslinux
 
 # Boot on 32bit UEFI
 shim-ia32
+grub2-efi-ia32
 
 # NOTE: To build a bootable UEFI disk image livemedia-creator needs to be
 #       run on a UEFI system or virt.