Docker desktop failed to start on windows 10

Docker desktop fails to start. I have applied almost all fixes but nothing worked. It looks like, it fails to connect to docker service. I have installed successfully on another personal machine but it fails on organisation laptop. I can understand that there must be some policy or service which may be causing the issue, but the documentation and pre-requisites does not specify any. Not sure if it’s Port or anything else.
Any help is appreciated…

Below is the exception details I receive…
Failed to deploy distro docker-desktop to C:\Users…\AppData\Local\Docker\wsl\distro: exit code: -1073740791


Were able to get this resolved? I am facing the same error.