CapillaryDesktopApp is a software product for Windows developed by Microsoft
It is reported that the following Windows processes are part of CapillaryDesktopApp:
If you want to remove CapillaryDesktopApp from your computer, just go to Start > Control Panel > Add/Remove programs and select CapillaryDesktopApp from the list of programs.