The company can go bankrupt without an interruption in service, it just means that as the company defaults its assets will be sold off, or perhaps nationalized

The company can go bankrupt without an interruption in service, it just means that as the company defaults its assets will be sold off, or perhaps nationalized as the state buys it for cheap. "Too big to fail" is just a euphemism for "privatized gains, socialized losses".