Insurance depends on how much power increase you get. I forget the exact number, but if it is under for example a 20% increase, then they do not need to know. I checked. Most of the ones in the UK seem to all tune upto that amount to avoid you having to do it.
Personally, I would not install a chip / box without informing insurance or at least checking.
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