In some sense it's just using the entire atmosphere as a battery. Burn fossile fuels where it's the only reasonable option (currently), such as for planes, then spend energy to pull CO2 out of the atmosphere elsewhere.
In a very literal sense, we have been using the atmosphere as half of a battery since forever-- combustion on earth uses atmospheric oxygen as as an electron acceptor.