diff --git a/mender-convert b/mender-convert
index 3142eb3..e2813c4 100755
--- a/mender-convert
+++ b/mender-convert
@@ -19,8 +19,6 @@ General commands:
                                                   necessary files installed
         mender-disk-image-to-artifact           - creates Mender artifact file
                                                   from Mender image
-        raw-disk-image-shrink-rootfs            - shrinks existing embedded raw
-                                                  disk image
 
 Options: [-r|--raw-disk-image | -m|--mender-disk-image | -s|--data-part-size-mb |
           -d|--device-type | -p|--rootfs-partition-id | -n|--demo | -i|--demo-host-ip |
@@ -85,13 +83,6 @@ Examples:
 
         Note: artifact name format is: release-<release_no>_<mender_version>
 
-    To shrink the existing embedded raw disk image:
-
-        ./mender-convert raw-disk-image-shrink-rootfs
-                --raw-disk-image <raw_disk_image_path>
-
-        Output: Root filesystem size (sectors): 4521984
-
 EOF
 }
 
@@ -159,8 +150,8 @@ do_raw_disk_image_shrink_rootfs() {
   elif [[ $raw_disk_counts -eq 2 ]]; then
     sudo losetup $loopdevice $raw_disk_image -o $((${raw_disk_sizes[prootfs_start]} * $sector_size))
   else
-    log "Error: invalid/unsupported embedded raw disk image. Aborting."
-    return 1
+    log "Warning: invalid/unsupported embedded raw disk image. Skipping resize..."
+    return 0
   fi
 
   block_size=($(sudo dumpe2fs -h $loopdevice | grep 'Block size' | tr -s ' ' | cut -d ' ' -f3))
@@ -648,6 +639,9 @@ do_from_raw_disk_image() {
     return 1
   fi
 
+  do_raw_disk_image_shrink_rootfs || rc=$?
+  [[ $rc -ne 0 ]] && { return 1; }
+
   do_raw_disk_image_create_partitions || rc=$?
   [[ $rc -ne 0 ]] && { return 1; }
 
@@ -797,14 +791,6 @@ mender_rootfs_image=${output_dir}/${mender_rootfs_basename}
 mender_artifact=${output_dir}/${mender_disk_basename}.mender
 
 case "$1" in
-  raw-disk-image-shrink-rootfs)
-    total=1
-    do_raw_disk_image_shrink_rootfs || rc=$?
-    [[ $rc -ne 0 ]] && { log "Check $build_log for details."; exit 1; }
-    log "The rootfs partition in the raw disk image has been shrinked successfully!"
-    log "You can now convert the output raw disk image\n\t$raw_disk_image\
-         \nto a Mender disk image."
-    ;;
   mender-disk-image-to-artifact)
     total=1
     do_mender_disk_image_to_artifact || rc=$?