FFMPEG - How to use crop, scale and overlay all in one go? Any ideas on the proper syntax to get crop to work with resizing and overlay all in one go?

The crop parameters are crop=1728:970:96:54 and I'm trying to work them into:

ffmpeg -loop 1 -i backgroundimage.png -i INPUTVIDEO.MP4 -filter_complex "[1]scale=1612:906[inner]overlay=154:170:shortest=1[out]" -map "[out]" -map 1:a -c:a copy -y -b:v 2000k -b:a 192K OUTPUT.MP4
To crop before scaling INPUTVIDEO.MP4:

ffmpeg -y -loop 1 -i backgroundimage.png -i INPUTVIDEO.MP4 -filter_complex "[1]crop=1728:970:96:54,scale=1612:906[inner];[0][inner]overlay=154:170:shortest=1[out]" -map "[out]" -map 1:a -c:a copy -b:v 2000k OUTPUT.MP4