A vapor cooled insulation structure includes at least one vapor sealed layer, created with discrete spacers between two layers. A vapor transport layer is created within these layers through which a cold fluid may flow to intercept and remove heat from an underlying structure. In one example, the vapor cooled system carries cold vapor which is in direct contact with an underlying cryogenic tank structural support.