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Hurdles to using docker for development on secured Windows 10 Pro PCs

I am trying to get approval to use docker on our secured corporate computers that are running on Windows 10 but unfortunately I am not able to test it out before getting approval and the process is involved. Does anyone have experience running docker to develop on Windows 10 Pro without admin rights and are there any hurdles that you have experienced? Thanks for your help!