Yes you can do that. I'm sure many wallets do something like that today. The real problem with offline wallets is receiving or routing payments when you're offline.
What would be the problem with it being online all the time? Battery life?
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That and other types of resource consumption I suspect. None of the mobile operating systems allow it.
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