Agreed. It makes sense to me that biological life would be a transitory phase and that eventually one might be capable of moving beyond those limitations.

At that point, all your civilization needs is lots of energy, some raw meterials, and probably a purpose, be it scientific discovery, novelty, exploration...etc. That's assuming the intelligence is anything like humanity.