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Engineering - Apple iPad
Security - GNU/Hurd Mobile Flatscreen
Medical - MS Surface TNG
10 Front - Samsung FuchsiaPad
And none of them are interoperable. Did you really think they would solve that in the future?
Considering that Star Trek's Earth is a communist utopia, I would expect so, yes.
I'm sorry, what?
post-scarcity, not communist.
They don't have money, and other than Starfleet and The UFP council, they don't seem to have government. I assume that someone is still administering France, since we do see France still exists, but they don't refer to The US, because I don't think the US survived to the 24th century. There's an argument to be made that they're mostly communist.
Why would each area of the ship need to use a different brand or model of device?
That's sure not how military ships work now.
They all run Syncthing and KDE Connect. What more interoperability you could expect is probably about things those devices won't even allow you to do.